extract_gos.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import warnings\n",
    "import math\n",
    "import os\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "draft = False\n",
    "nrows = None\n",
    "if draft:\n",
    "    nrows = 100\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# extracted sheets are from http://doi.org/10.5281/zenodo.2652530\n",
    "# simply export the searchgui and unipept results as csv with the respective names below\n",
    "f_pep2go = \"input_data/supp3_oral_microbiome_case_study-pep2GO.csv\"\n",
    "f_pep2sample = \"input_data/supp3_oral_microbiome_case_study-pep2sample.csv\"\n",
    "\n",
    "header_outfile = \"megago is awesome!\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_09_24</th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_10_25</th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_11_26</th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_12_27</th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_13_28</th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_14_29</th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_15_30</th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_16_31</th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_17_32</th>\n",
       "      <th>detection type_jrudney_chenx096_062313_12871_781ns_18_33</th>\n",
       "      <th>...</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_13_29</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_14_30</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_15_31</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_16_32</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_17_33</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_18_34</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_19_35</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_20_36</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_21_37</th>\n",
       "      <th>detection type_jrudney_chenx096_20150106_14476_867ws_22_38</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sequence</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AAAAAAAAEAAYR</th>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>...</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAAAAAGDVFK</th>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>...</td>\n",
       "      <td>MSMS</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAAAAAGDVFKDVK</th>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>...</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>MSMS</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAAAAAPEAAK</th>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>...</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAAADEAVADEALR</th>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>...</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "      <td>NotDetected</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 363 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               detection type_jrudney_chenx096_062313_12871_781ns_09_24  \\\n",
       "Sequence                                                                  \n",
       "AAAAAAAAEAAYR                                         NotDetected         \n",
       "AAAAAAGDVFK                                           NotDetected         \n",
       "AAAAAAGDVFKDVK                                        NotDetected         \n",
       "AAAAAAPEAAK                                           NotDetected         \n",
       "AAAADEAVADEALR                                        NotDetected         \n",
       "\n",
       "               detection type_jrudney_chenx096_062313_12871_781ns_10_25  \\\n",
       "Sequence                                                                  \n",
       "AAAAAAAAEAAYR                                         NotDetected         \n",
       "AAAAAAGDVFK                                           NotDetected         \n",
       "AAAAAAGDVFKDVK                                        NotDetected         \n",
       "AAAAAAPEAAK                                           NotDetected         \n",
       "AAAADEAVADEALR                                        NotDetected         \n",
       "\n",
       "               detection type_jrudney_chenx096_062313_12871_781ns_11_26  \\\n",
       "Sequence                                                                  \n",
       "AAAAAAAAEAAYR                                         NotDetected         \n",
       "AAAAAAGDVFK                                           NotDetected         \n",
       "AAAAAAGDVFKDVK                                        NotDetected         \n",
       "AAAAAAPEAAK                                           NotDetected         \n",
       "AAAADEAVADEALR                                        NotDetected         \n",
       "\n",
       "               detection type_jrudney_chenx096_062313_12871_781ns_12_27  \\\n",
       "Sequence                                                                  \n",
       "AAAAAAAAEAAYR                                         NotDetected         \n",
       "AAAAAAGDVFK                                           NotDetected         \n",
       "AAAAAAGDVFKDVK                                        NotDetected         \n",
       "AAAAAAPEAAK                                           NotDetected         \n",
       "AAAADEAVADEALR                                        NotDetected         \n",
       "\n",
       "               detection type_jrudney_chenx096_062313_12871_781ns_13_28  \\\n",
       "Sequence                                                                  \n",
       "AAAAAAAAEAAYR                                         NotDetected         \n",
       "AAAAAAGDVFK                                           NotDetected         \n",
       "AAAAAAGDVFKDVK                                        NotDetected         \n",
       "AAAAAAPEAAK                                           NotDetected         \n",
       "AAAADEAVADEALR                                        NotDetected         \n",
       "\n",
       "               detection type_jrudney_chenx096_062313_12871_781ns_14_29  \\\n",
       "Sequence                                                                  \n",
       "AAAAAAAAEAAYR                                         NotDetected         \n",
       "AAAAAAGDVFK                                           NotDetected         \n",
       "AAAAAAGDVFKDVK                                        NotDetected         \n",
       "AAAAAAPEAAK                                           NotDetected         \n",
       "AAAADEAVADEALR                                        NotDetected         \n",
       "\n",
       "               detection type_jrudney_chenx096_062313_12871_781ns_15_30  \\\n",
       "Sequence                                                                  \n",
       "AAAAAAAAEAAYR                                         NotDetected         \n",
       "AAAAAAGDVFK                                           NotDetected         \n",
       "AAAAAAGDVFKDVK                                        NotDetected         \n",
       "AAAAAAPEAAK                                           NotDetected         \n",
       "AAAADEAVADEALR                                        NotDetected         \n",
       "\n",
       "               detection type_jrudney_chenx096_062313_12871_781ns_16_31  \\\n",
       "Sequence                                                                  \n",
       "AAAAAAAAEAAYR                                         NotDetected         \n",
       "AAAAAAGDVFK                                           NotDetected         \n",
       "AAAAAAGDVFKDVK                                        NotDetected         \n",
       "AAAAAAPEAAK                                           NotDetected         \n",
       "AAAADEAVADEALR                                        NotDetected         \n",
       "\n",
       "               detection type_jrudney_chenx096_062313_12871_781ns_17_32  \\\n",
       "Sequence                                                                  \n",
       "AAAAAAAAEAAYR                                         NotDetected         \n",
       "AAAAAAGDVFK                                           NotDetected         \n",
       "AAAAAAGDVFKDVK                                        NotDetected         \n",
       "AAAAAAPEAAK                                           NotDetected         \n",
       "AAAADEAVADEALR                                        NotDetected         \n",
       "\n",
       "               detection type_jrudney_chenx096_062313_12871_781ns_18_33  ...  \\\n",
       "Sequence                                                                 ...   \n",
       "AAAAAAAAEAAYR                                         NotDetected        ...   \n",
       "AAAAAAGDVFK                                           NotDetected        ...   \n",
       "AAAAAAGDVFKDVK                                        NotDetected        ...   \n",
       "AAAAAAPEAAK                                           NotDetected        ...   \n",
       "AAAADEAVADEALR                                        NotDetected        ...   \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_13_29  \\\n",
       "Sequence                                                                    \n",
       "AAAAAAAAEAAYR                                         NotDetected           \n",
       "AAAAAAGDVFK                                                  MSMS           \n",
       "AAAAAAGDVFKDVK                                        NotDetected           \n",
       "AAAAAAPEAAK                                           NotDetected           \n",
       "AAAADEAVADEALR                                        NotDetected           \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_14_30  \\\n",
       "Sequence                                                                    \n",
       "AAAAAAAAEAAYR                                         NotDetected           \n",
       "AAAAAAGDVFK                                           NotDetected           \n",
       "AAAAAAGDVFKDVK                                        NotDetected           \n",
       "AAAAAAPEAAK                                           NotDetected           \n",
       "AAAADEAVADEALR                                        NotDetected           \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_15_31  \\\n",
       "Sequence                                                                    \n",
       "AAAAAAAAEAAYR                                         NotDetected           \n",
       "AAAAAAGDVFK                                           NotDetected           \n",
       "AAAAAAGDVFKDVK                                               MSMS           \n",
       "AAAAAAPEAAK                                           NotDetected           \n",
       "AAAADEAVADEALR                                        NotDetected           \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_16_32  \\\n",
       "Sequence                                                                    \n",
       "AAAAAAAAEAAYR                                         NotDetected           \n",
       "AAAAAAGDVFK                                           NotDetected           \n",
       "AAAAAAGDVFKDVK                                        NotDetected           \n",
       "AAAAAAPEAAK                                           NotDetected           \n",
       "AAAADEAVADEALR                                        NotDetected           \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_17_33  \\\n",
       "Sequence                                                                    \n",
       "AAAAAAAAEAAYR                                         NotDetected           \n",
       "AAAAAAGDVFK                                           NotDetected           \n",
       "AAAAAAGDVFKDVK                                        NotDetected           \n",
       "AAAAAAPEAAK                                           NotDetected           \n",
       "AAAADEAVADEALR                                        NotDetected           \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_18_34  \\\n",
       "Sequence                                                                    \n",
       "AAAAAAAAEAAYR                                         NotDetected           \n",
       "AAAAAAGDVFK                                           NotDetected           \n",
       "AAAAAAGDVFKDVK                                        NotDetected           \n",
       "AAAAAAPEAAK                                           NotDetected           \n",
       "AAAADEAVADEALR                                        NotDetected           \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_19_35  \\\n",
       "Sequence                                                                    \n",
       "AAAAAAAAEAAYR                                         NotDetected           \n",
       "AAAAAAGDVFK                                           NotDetected           \n",
       "AAAAAAGDVFKDVK                                        NotDetected           \n",
       "AAAAAAPEAAK                                           NotDetected           \n",
       "AAAADEAVADEALR                                        NotDetected           \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_20_36  \\\n",
       "Sequence                                                                    \n",
       "AAAAAAAAEAAYR                                         NotDetected           \n",
       "AAAAAAGDVFK                                           NotDetected           \n",
       "AAAAAAGDVFKDVK                                        NotDetected           \n",
       "AAAAAAPEAAK                                           NotDetected           \n",
       "AAAADEAVADEALR                                        NotDetected           \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_21_37  \\\n",
       "Sequence                                                                    \n",
       "AAAAAAAAEAAYR                                         NotDetected           \n",
       "AAAAAAGDVFK                                           NotDetected           \n",
       "AAAAAAGDVFKDVK                                        NotDetected           \n",
       "AAAAAAPEAAK                                           NotDetected           \n",
       "AAAADEAVADEALR                                        NotDetected           \n",
       "\n",
       "               detection type_jrudney_chenx096_20150106_14476_867ws_22_38  \n",
       "Sequence                                                                   \n",
       "AAAAAAAAEAAYR                                         NotDetected          \n",
       "AAAAAAGDVFK                                           NotDetected          \n",
       "AAAAAAGDVFKDVK                                        NotDetected          \n",
       "AAAAAAPEAAK                                           NotDetected          \n",
       "AAAADEAVADEALR                                        NotDetected          \n",
       "\n",
       "[5 rows x 363 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# load peptide report\n",
    "col_str = \"Sequence\tProtein Groups\tGene Names\tOrganism\tIntensity_jrudney_chenx096_062313_12871_781NS_09_24\tIntensity_jrudney_chenx096_062313_12871_781NS_10_25\tIntensity_jrudney_chenx096_062313_12871_781NS_11_26\tIntensity_jrudney_chenx096_062313_12871_781NS_12_27\tIntensity_jrudney_chenx096_062313_12871_781NS_13_28\tIntensity_jrudney_chenx096_062313_12871_781NS_14_29\tIntensity_jrudney_chenx096_062313_12871_781NS_15_30\tIntensity_jrudney_chenx096_062313_12871_781NS_16_31\tIntensity_jrudney_chenx096_062313_12871_781NS_17_32\tIntensity_jrudney_chenx096_062313_12871_781NS_18_33\tIntensity_jrudney_chenx096_062313_12871_781NS_19_34\tIntensity_jrudney_chenx096_062313_12871_781NS_20_35\tIntensity_jrudney_chenx096_062313_12871_781NS_21_36\tIntensity_jrudney_chenx096_062313_12871_781NS_22_37\tIntensity_jrudney_chenx096_062313_12871_781NS_23_38\tIntensity_jrudney_chenx096_20140106_13679_861NS_09_24\tIntensity_jrudney_chenx096_20140106_13679_861NS_10_25\tIntensity_jrudney_chenx096_20140106_13679_861NS_11_26\tIntensity_jrudney_chenx096_20140106_13679_861NS_12_27\tIntensity_jrudney_chenx096_20140106_13679_861NS_13_28\tIntensity_jrudney_chenx096_20140106_13679_861NS_14_29\tIntensity_jrudney_chenx096_20140106_13679_861NS_15_30\tIntensity_jrudney_chenx096_20140106_13679_861NS_16_31\tIntensity_jrudney_chenx096_20140106_13679_861NS_17_32\tIntensity_jrudney_chenx096_20140106_13679_861NS_18_33\tIntensity_jrudney_chenx096_20140106_13679_861NS_19_34\tIntensity_jrudney_chenx096_20140106_13679_861NS_20_35\tIntensity_jrudney_chenx096_20140106_13679_861NS_21_36\tIntensity_jrudney_chenx096_20140106_13679_861NS_22_37\tIntensity_jrudney_chenx096_20140106_13679_861NS_23_38\tIntensity_jrudney_chenx096_20140112_13665_733NS_09_24\tIntensity_jrudney_chenx096_20140112_13665_733NS_10_25\tIntensity_jrudney_chenx096_20140112_13665_733NS_11_26\tIntensity_jrudney_chenx096_20140112_13665_733NS_12_27\tIntensity_jrudney_chenx096_20140221_13665_733NS_13_28\tIntensity_jrudney_chenx096_20140221_13665_733NS_14_29\tIntensity_jrudney_chenx096_20140221_13665_733NS_15_30\tIntensity_jrudney_chenx096_20140221_13665_733NS_16_31\tIntensity_jrudney_chenx096_20140221_13665_733NS_17_32\tIntensity_jrudney_chenx096_20140221_13665_733NS_18_33\tIntensity_jrudney_chenx096_20140221_13665_733NS_19_34\tIntensity_jrudney_chenx096_20140221_13665_733NS_20_35\tIntensity_jrudney_chenx096_20140221_13665_733NS_21_36\tIntensity_jrudney_chenx096_20140221_13665_733NS_22_37\tIntensity_jrudney_chenx096_20140221_13665_733NS_23_38\tIntensity_jrudney_chenx096_20140625_14045_866NS_10_25b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_11_26b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_12_27b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_13_28b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_14_29b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_15_30b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_16_31b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_17_32b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_18_33b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_19_34bre\tIntensity_jrudney_chenx096_20140625_14045_866NS_20_35b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_21_36b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_22_37b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_23_38b2\tIntensity_jrudney_chenx096_20140625_14045_866NS_9_24b2\tIntensity_jrudney_chenx096_20140924_14310_760NS_09_24\tIntensity_jrudney_chenx096_20140924_14310_760NS_10_25\tIntensity_jrudney_chenx096_20140924_14310_760NS_11_26\tIntensity_jrudney_chenx096_20140924_14310_760NS_12_27\tIntensity_jrudney_chenx096_20140924_14310_760NS_13_28\tIntensity_jrudney_chenx096_20140924_14310_760NS_14_29\tIntensity_jrudney_chenx096_20140924_14310_760NS_15_30\tIntensity_jrudney_chenx096_20140924_14310_760NS_16_31\tIntensity_jrudney_chenx096_20140924_14310_760NS_17_32\tIntensity_jrudney_chenx096_20140924_14310_760NS_18_33\tIntensity_jrudney_chenx096_20140924_14310_760NS_19_34\tIntensity_jrudney_chenx096_20140924_14310_760NS_20_35\tIntensity_jrudney_chenx096_20140924_14310_760NS_21_36\tIntensity_jrudney_chenx096_20140924_14310_760NS_22_37\tIntensity_jrudney_chenx096_20140924_14310_760NS_23_38\tIntensity_jrudney_chenx096_20140926_14312_769NS_09_24\tIntensity_jrudney_chenx096_20140926_14312_769NS_10_25\tIntensity_jrudney_chenx096_20140926_14312_769NS_11_26\tIntensity_jrudney_chenx096_20140926_14312_769NS_12_27\tIntensity_jrudney_chenx096_20140926_14312_769NS_13_28\tIntensity_jrudney_chenx096_20140926_14312_769NS_14_29\tIntensity_jrudney_chenx096_20140926_14312_769NS_15_30\tIntensity_jrudney_chenx096_20140926_14312_769NS_16_31\tIntensity_jrudney_chenx096_20140926_14312_769NS_17_32\tIntensity_jrudney_chenx096_20140926_14312_769NS_18_33\tIntensity_jrudney_chenx096_20140926_14312_769NS_19_34\tIntensity_jrudney_chenx096_20140926_14312_769NS_20_35\tIntensity_jrudney_chenx096_20140926_14312_769NS_21_36\tIntensity_jrudney_chenx096_20140926_14312_769NS_22_37\tIntensity_jrudney_chenx096_20140926_14312_769NS_23_38\tIntensity_jrudney_chenx096_20141119_14465_730NS_09_24\tIntensity_jrudney_chenx096_20141119_14465_730NS_10_25\tIntensity_jrudney_chenx096_20141119_14465_730NS_11_26\tIntensity_jrudney_chenx096_20141119_14465_730NS_12_27\tIntensity_jrudney_chenx096_20141119_14465_730NS_13_28\tIntensity_jrudney_chenx096_20141119_14465_730NS_14_29\tIntensity_jrudney_chenx096_20141119_14465_730NS_15_30\tIntensity_jrudney_chenx096_20141119_14465_730NS_16_31\tIntensity_jrudney_chenx096_20141119_14465_730NS_17_32\tIntensity_jrudney_chenx096_20141119_14465_730NS_18_33\tIntensity_jrudney_chenx096_20141119_14465_730NS_19_34\tIntensity_jrudney_chenx096_20141119_14465_730NS_20_35\tIntensity_jrudney_chenx096_20141119_14465_730NS_21_36\tIntensity_jrudney_chenx096_20141119_14465_730NS_22_37\tIntensity_jrudney_chenx096_20141202_14467_734NS_09_24\tIntensity_jrudney_chenx096_20141202_14467_734NS_10_25\tIntensity_jrudney_chenx096_20141202_14467_734NS_11_26\tIntensity_jrudney_chenx096_20141202_14467_734NS_12_27\tIntensity_jrudney_chenx096_20141202_14467_734NS_13_28\tIntensity_jrudney_chenx096_20141202_14467_734NS_15_30\tIntensity_jrudney_chenx096_20141202_14467_734NS_16_31\tIntensity_jrudney_chenx096_20141202_14467_734NS_17_32\tIntensity_jrudney_chenx096_20141202_14467_734NS_18_33\tIntensity_jrudney_chenx096_20141202_14467_734NS_19_34\tIntensity_jrudney_chenx096_20141202_14467_734NS_20_35\tIntensity_jrudney_chenx096_20141202_14467_734NS_21_36\tIntensity_jrudney_chenx096_20141202_14467_734NS_22_37\tIntensity_jrudney_chenx096_20141202_14467_734NS_23_38\tIntensity_jrudney_chenx096_20141205_14469_737NS_08_23\tIntensity_jrudney_chenx096_20141205_14469_737NS_09_24\tIntensity_jrudney_chenx096_20141205_14469_737NS_10_25\tIntensity_jrudney_chenx096_20141205_14469_737NS_11_26\tIntensity_jrudney_chenx096_20141205_14469_737NS_12_27\tIntensity_jrudney_chenx096_20141205_14469_737NS_13_28\tIntensity_jrudney_chenx096_20141205_14469_737NS_14_29\tIntensity_jrudney_chenx096_20141205_14469_737NS_15_30\tIntensity_jrudney_chenx096_20141205_14469_737NS_16_31\tIntensity_jrudney_chenx096_20141205_14469_737NS_17_32\tIntensity_jrudney_chenx096_20141205_14469_737NS_18_33\tIntensity_jrudney_chenx096_20141205_14469_737NS_19_34\tIntensity_jrudney_chenx096_20141205_14469_737NS_20_35\tIntensity_jrudney_chenx096_20141205_14469_737NS_21_36\tIntensity_jrudney_chenx096_20141205_14469_737NS_22_37\tIntensity_jrudney_chenx096_20141220_14471_795NS_07_23\tIntensity_jrudney_chenx096_20141220_14471_795NS_08_24\tIntensity_jrudney_chenx096_20141220_14471_795NS_09_25\tIntensity_jrudney_chenx096_20141220_14471_795NS_10_26\tIntensity_jrudney_chenx096_20141220_14471_795NS_11_27\tIntensity_jrudney_chenx096_20141220_14471_795NS_12_28\tIntensity_jrudney_chenx096_20141220_14471_795NS_13_29\tIntensity_jrudney_chenx096_20141220_14471_795NS_14_30\tIntensity_jrudney_chenx096_20141220_14471_795NS_15_31\tIntensity_jrudney_chenx096_20141220_14471_795NS_16_32\tIntensity_jrudney_chenx096_20141220_14471_795NS_17_33\tIntensity_jrudney_chenx096_20141220_14471_795NS_18_34\tIntensity_jrudney_chenx096_20141220_14471_795NS_19_35\tIntensity_jrudney_chenx096_20141220_14471_795NS_20_36\tIntensity_jrudney_chenx096_20141220_14471_795NS_21_37\tIntensity_jrudney_chenx096_20141220_14471_795NS_22_38\tIntensity_jrudney_chenx096_20141224_14473_852NS_07_23\tIntensity_jrudney_chenx096_20141224_14473_852NS_08_24\tIntensity_jrudney_chenx096_20141224_14473_852NS_09_25\tIntensity_jrudney_chenx096_20141224_14473_852NS_10_26\tIntensity_jrudney_chenx096_20141224_14473_852NS_11_27\tIntensity_jrudney_chenx096_20141224_14473_852NS_12_28\tIntensity_jrudney_chenx096_20141224_14473_852NS_13_29\tIntensity_jrudney_chenx096_20141224_14473_852NS_14_30\tIntensity_jrudney_chenx096_20141224_14473_852NS_15_31\tIntensity_jrudney_chenx096_20141224_14473_852NS_16_32\tIntensity_jrudney_chenx096_20141224_14473_852NS_17_33\tIntensity_jrudney_chenx096_20141224_14473_852NS_18_34\tIntensity_jrudney_chenx096_20141224_14473_852NS_19_35\tIntensity_jrudney_chenx096_20141224_14473_852NS_20_36\tIntensity_jrudney_chenx096_20141224_14473_852NS_21_37\tIntensity_jrudney_chenx096_20141224_14473_852NS_22_38\tIntensity_jrudney_chenx096_20141231_14475_867NS_07_23\tIntensity_jrudney_chenx096_20141231_14475_867NS_08_24\tIntensity_jrudney_chenx096_20141231_14475_867NS_09_25\tIntensity_jrudney_chenx096_20141231_14475_867NS_10_26\tIntensity_jrudney_chenx096_20141231_14475_867NS_11_27\tIntensity_jrudney_chenx096_20141231_14475_867NS_12_28\tIntensity_jrudney_chenx096_20141231_14475_867NS_13_29\tIntensity_jrudney_chenx096_20141231_14475_867NS_14_30\tIntensity_jrudney_chenx096_20141231_14475_867NS_15_31\tIntensity_jrudney_chenx096_20141231_14475_867NS_16_32\tIntensity_jrudney_chenx096_20141231_14475_867NS_17_33\tIntensity_jrudney_chenx096_20141231_14475_867NS_18_34\tIntensity_jrudney_chenx096_20141231_14475_867NS_19_35\tIntensity_jrudney_chenx096_20141231_14475_867NS_20_36\tIntensity_jrudney_chenx096_20141231_14475_867NS_21_37\tIntensity_jrudney_chenx096_20141231_14475_867NS_22_38\tIntensity_jrudney_chenx096_070313_12873_781WS_09_24\tIntensity_jrudney_chenx096_070313_12873_781WS_10_25\tIntensity_jrudney_chenx096_070313_12873_781WS_11_26\tIntensity_jrudney_chenx096_070313_12873_781WS_12_27\tIntensity_jrudney_chenx096_070313_12873_781WS_13_28\tIntensity_jrudney_chenx096_070313_12873_781WS_14_29\tIntensity_jrudney_chenx096_070313_12873_781WS_15_30\tIntensity_jrudney_chenx096_070313_12873_781WS_16_31\tIntensity_jrudney_chenx096_070313_12873_781WS_17_32\tIntensity_jrudney_chenx096_070313_12873_781WS_18_33\tIntensity_jrudney_chenx096_070313_12873_781WS_19_34\tIntensity_jrudney_chenx096_070313_12873_781WS_20_35\tIntensity_jrudney_chenx096_070313_12873_781WS_21_36\tIntensity_jrudney_chenx096_070313_12873_781WS_22_37\tIntensity_jrudney_chenx096_070313_12873_781WS_23_38\tIntensity_jrudney_chenx096_20140107_13679_861WS_09_24\tIntensity_jrudney_chenx096_20140107_13679_861WS_10_25\tIntensity_jrudney_chenx096_20140107_13679_861WS_11_26\tIntensity_jrudney_chenx096_20140107_13679_861WS_12_27\tIntensity_jrudney_chenx096_20140107_13679_861WS_13_28\tIntensity_jrudney_chenx096_20140107_13679_861WS_14_29\tIntensity_jrudney_chenx096_20140107_13679_861WS_15_30\tIntensity_jrudney_chenx096_20140107_13679_861WS_16_31\tIntensity_jrudney_chenx096_20140107_13679_861WS_17_32\tIntensity_jrudney_chenx096_20140107_13679_861WS_18_33\tIntensity_jrudney_chenx096_20140107_13679_861WS_19_34\tIntensity_jrudney_chenx096_20140107_13679_861WS_20_35\tIntensity_jrudney_chenx096_20140107_13679_861WS_21_36\tIntensity_jrudney_chenx096_20140107_13679_861WS_22_37\tIntensity_jrudney_chenx096_20140107_13679_861WS_23_38\tIntensity_jrudney_chenx096_20140301_13666_733WS_09_24\tIntensity_jrudney_chenx096_20140301_13666_733WS_10_25\tIntensity_jrudney_chenx096_20140301_13666_733WS_11_26\tIntensity_jrudney_chenx096_20140301_13666_733WS_12_27\tIntensity_jrudney_chenx096_20140301_13666_733WS_13_28\tIntensity_jrudney_chenx096_20140301_13666_733WS_14_29\tIntensity_jrudney_chenx096_20140301_13666_733WS_15_30\tIntensity_jrudney_chenx096_20140301_13666_733WS_16_31\tIntensity_jrudney_chenx096_20140301_13666_733WS_17_32\tIntensity_jrudney_chenx096_20140301_13666_733WS_18_33\tIntensity_jrudney_chenx096_20140301_13666_733WS_19_34\tIntensity_jrudney_chenx096_20140301_13666_733WS_20_35\tIntensity_jrudney_chenx096_20140301_13666_733WS_21_36\tIntensity_jrudney_chenx096_20140301_13666_733WS_22_37\tIntensity_jrudney_chenx096_20140301_13666_733WS_23_38\tIntensity_jrudney_chenx096_20140603_14046_866WS_08_23\tIntensity_jrudney_chenx096_20140603_14046_866WS_09_24\tIntensity_jrudney_chenx096_20140603_14046_866WS_10_25\tIntensity_jrudney_chenx096_20140603_14046_866WS_11_26\tIntensity_jrudney_chenx096_20140603_14046_866WS_12_27\tIntensity_jrudney_chenx096_20140603_14046_866WS_13_28\tIntensity_jrudney_chenx096_20140603_14046_866WS_14_29\tIntensity_jrudney_chenx096_20140603_14046_866WS_15_30\tIntensity_jrudney_chenx096_20140603_14046_866WS_16_31\tIntensity_jrudney_chenx096_20140603_14046_866WS_17_32\tIntensity_jrudney_chenx096_20140603_14046_866WS_18_33\tIntensity_jrudney_chenx096_20140603_14046_866WS_19_34\tIntensity_jrudney_chenx096_20140603_14046_866WS_20_35\tIntensity_jrudney_chenx096_20140603_14046_866WS_22_37\tIntensity_jrudney_chenx096_20140925_14311_760WS_09_24\tIntensity_jrudney_chenx096_20140925_14311_760WS_10_25\tIntensity_jrudney_chenx096_20140925_14311_760WS_11_26\tIntensity_jrudney_chenx096_20140925_14311_760WS_12_27\tIntensity_jrudney_chenx096_20140925_14311_760WS_13_29\tIntensity_jrudney_chenx096_20140925_14311_760WS_14_29a\tIntensity_jrudney_chenx096_20140925_14311_760WS_15_30\tIntensity_jrudney_chenx096_20140925_14311_760WS_16_31\tIntensity_jrudney_chenx096_20140925_14311_760WS_17_32\tIntensity_jrudney_chenx096_20140925_14311_760WS_18_33\tIntensity_jrudney_chenx096_20140925_14311_760WS_19_34\tIntensity_jrudney_chenx096_20140925_14311_760WS_20_35\tIntensity_jrudney_chenx096_20140925_14311_760WS_21_36\tIntensity_jrudney_chenx096_20140925_14311_760WS_22_37\tIntensity_jrudney_chenx096_20140925_14311_760WS_23_38\tIntensity_jrudney_chenx096_20140927_14313_769wS_09_24\tIntensity_jrudney_chenx096_20140927_14313_769wS_10_25\tIntensity_jrudney_chenx096_20140927_14313_769wS_11_26\tIntensity_jrudney_chenx096_20140927_14313_769wS_12_27\tIntensity_jrudney_chenx096_20140927_14313_769wS_13_28\tIntensity_jrudney_chenx096_20140927_14313_769wS_14_29\tIntensity_jrudney_chenx096_20140927_14313_769wS_15_30\tIntensity_jrudney_chenx096_20140927_14313_769wS_16_31\tIntensity_jrudney_chenx096_20140927_14313_769wS_17_32\tIntensity_jrudney_chenx096_20140927_14313_769wS_18_33\tIntensity_jrudney_chenx096_20140927_14313_769wS_19_34\tIntensity_jrudney_chenx096_20140927_14313_769wS_20_35\tIntensity_jrudney_chenx096_20140927_14313_769wS_21_36\tIntensity_jrudney_chenx096_20140927_14313_769wS_22_37\tIntensity_jrudney_chenx096_20140927_14313_769wS_23_38\tIntensity_jrudney_chenx096_20141120_14465_730WS_09_24\tIntensity_jrudney_chenx096_20141120_14465_730WS_10_25\tIntensity_jrudney_chenx096_20141120_14465_730WS_11_26\tIntensity_jrudney_chenx096_20141120_14465_730WS_12_27\tIntensity_jrudney_chenx096_20141120_14465_730WS_13_28\tIntensity_jrudney_chenx096_20141120_14465_730WS_14_29\tIntensity_jrudney_chenx096_20141120_14465_730WS_15_30\tIntensity_jrudney_chenx096_20141120_14465_730WS_16_31\tIntensity_jrudney_chenx096_20141120_14465_730WS_17_32\tIntensity_jrudney_chenx096_20141120_14465_730WS_18_33\tIntensity_jrudney_chenx096_20141120_14465_730WS_19_34\tIntensity_jrudney_chenx096_20141120_14465_730WS_20_35\tIntensity_jrudney_chenx096_20141120_14465_730WS_21_36\tIntensity_jrudney_chenx096_20141120_14465_730WS_22_37\tIntensity_jrudney_chenx096_20141204_14468_734WS_08_23\tIntensity_jrudney_chenx096_20141204_14468_734WS_09_24\tIntensity_jrudney_chenx096_20141204_14468_734WS_10_25\tIntensity_jrudney_chenx096_20141204_14468_734WS_11_26\tIntensity_jrudney_chenx096_20141204_14468_734WS_12_27\tIntensity_jrudney_chenx096_20141204_14468_734WS_13_28\tIntensity_jrudney_chenx096_20141204_14468_734WS_14_29\tIntensity_jrudney_chenx096_20141204_14468_734WS_15_30\tIntensity_jrudney_chenx096_20141204_14468_734WS_16_31\tIntensity_jrudney_chenx096_20141204_14468_734WS_17_32\tIntensity_jrudney_chenx096_20141204_14468_734WS_18_33\tIntensity_jrudney_chenx096_20141204_14468_734WS_19_34\tIntensity_jrudney_chenx096_20141204_14468_734WS_20_35\tIntensity_jrudney_chenx096_20141204_14468_734WS_21_36\tIntensity_jrudney_chenx096_20141204_14468_734WS_22_37\tIntensity_jrudney_chenx096_20141211_14470_737ws_07_23\tIntensity_jrudney_chenx096_20141211_14470_737ws_08_24\tIntensity_jrudney_chenx096_20141211_14470_737ws_09_25\tIntensity_jrudney_chenx096_20141211_14470_737ws_10_26\tIntensity_jrudney_chenx096_20141211_14470_737ws_11_27\tIntensity_jrudney_chenx096_20141211_14470_737ws_12_28\tIntensity_jrudney_chenx096_20141211_14470_737ws_13_29\tIntensity_jrudney_chenx096_20141211_14470_737ws_14_30\tIntensity_jrudney_chenx096_20141211_14470_737ws_15_31\tIntensity_jrudney_chenx096_20141211_14470_737ws_16_32\tIntensity_jrudney_chenx096_20141211_14470_737ws_17_33\tIntensity_jrudney_chenx096_20141211_14470_737ws_18_34\tIntensity_jrudney_chenx096_20141211_14470_737ws_19_35\tIntensity_jrudney_chenx096_20141211_14470_737ws_20_36\tIntensity_jrudney_chenx096_20141211_14470_737ws_21_37\tIntensity_jrudney_chenx096_20141211_14470_737ws_22_38\tIntensity_jrudney_chenx096_20141221_14472_795ws_07_23\tIntensity_jrudney_chenx096_20141221_14472_795ws_08_24\tIntensity_jrudney_chenx096_20141221_14472_795ws_09_25\tIntensity_jrudney_chenx096_20141221_14472_795ws_10_26\tIntensity_jrudney_chenx096_20141221_14472_795ws_11_27\tIntensity_jrudney_chenx096_20141221_14472_795ws_12_28\tIntensity_jrudney_chenx096_20141221_14472_795ws_13_29\tIntensity_jrudney_chenx096_20141221_14472_795ws_14_30\tIntensity_jrudney_chenx096_20141221_14472_795ws_15_31\tIntensity_jrudney_chenx096_20141221_14472_795ws_16_32\tIntensity_jrudney_chenx096_20141221_14472_795ws_17_33\tIntensity_jrudney_chenx096_20141221_14472_795ws_18_34\tIntensity_jrudney_chenx096_20141221_14472_795ws_19_35\tIntensity_jrudney_chenx096_20141221_14472_795ws_20_36\tIntensity_jrudney_chenx096_20141221_14472_795ws_21_37\tIntensity_jrudney_chenx096_20141221_14472_795ws_22_38\tIntensity_jrudney_chenx096_20141230_14474_852ws_07_23\tIntensity_jrudney_chenx096_20141230_14474_852ws_08_24\tIntensity_jrudney_chenx096_20141230_14474_852ws_09_25\tIntensity_jrudney_chenx096_20141230_14474_852ws_10_26\tIntensity_jrudney_chenx096_20141230_14474_852ws_11_27\tIntensity_jrudney_chenx096_20141230_14474_852ws_12_28\tIntensity_jrudney_chenx096_20141230_14474_852ws_13_29\tIntensity_jrudney_chenx096_20141230_14474_852ws_14_30\tIntensity_jrudney_chenx096_20141230_14474_852ws_15_31\tIntensity_jrudney_chenx096_20141230_14474_852ws_16_32\tIntensity_jrudney_chenx096_20141230_14474_852ws_17_33\tIntensity_jrudney_chenx096_20141230_14474_852ws_18_34\tIntensity_jrudney_chenx096_20141230_14474_852ws_19_35\tIntensity_jrudney_chenx096_20141230_14474_852ws_20_36\tIntensity_jrudney_chenx096_20141230_14474_852ws_21_37\tIntensity_jrudney_chenx096_20141230_14474_852ws_22_38\tIntensity_jrudney_chenx096_20150106_14476_867ws_07_23\tIntensity_jrudney_chenx096_20150106_14476_867ws_08_24\tIntensity_jrudney_chenx096_20150106_14476_867ws_09_25\tIntensity_jrudney_chenx096_20150106_14476_867ws_10_26\tIntensity_jrudney_chenx096_20150106_14476_867ws_11_27\tIntensity_jrudney_chenx096_20150106_14476_867ws_12_28\tIntensity_jrudney_chenx096_20150106_14476_867ws_13_29\tIntensity_jrudney_chenx096_20150106_14476_867ws_14_30\tIntensity_jrudney_chenx096_20150106_14476_867ws_15_31\tIntensity_jrudney_chenx096_20150106_14476_867ws_16_32\tIntensity_jrudney_chenx096_20150106_14476_867ws_17_33\tIntensity_jrudney_chenx096_20150106_14476_867ws_18_34\tIntensity_jrudney_chenx096_20150106_14476_867ws_19_35\tIntensity_jrudney_chenx096_20150106_14476_867ws_20_36\tIntensity_jrudney_chenx096_20150106_14476_867ws_21_37\tIntensity_jrudney_chenx096_20150106_14476_867ws_22_38\tDetection Type_jrudney_chenx096_062313_12871_781NS_09_24\tDetection Type_jrudney_chenx096_062313_12871_781NS_10_25\tDetection Type_jrudney_chenx096_062313_12871_781NS_11_26\tDetection Type_jrudney_chenx096_062313_12871_781NS_12_27\tDetection Type_jrudney_chenx096_062313_12871_781NS_13_28\tDetection Type_jrudney_chenx096_062313_12871_781NS_14_29\tDetection Type_jrudney_chenx096_062313_12871_781NS_15_30\tDetection Type_jrudney_chenx096_062313_12871_781NS_16_31\tDetection Type_jrudney_chenx096_062313_12871_781NS_17_32\tDetection Type_jrudney_chenx096_062313_12871_781NS_18_33\tDetection Type_jrudney_chenx096_062313_12871_781NS_19_34\tDetection Type_jrudney_chenx096_062313_12871_781NS_20_35\tDetection Type_jrudney_chenx096_062313_12871_781NS_21_36\tDetection Type_jrudney_chenx096_062313_12871_781NS_22_37\tDetection Type_jrudney_chenx096_062313_12871_781NS_23_38\tDetection Type_jrudney_chenx096_20140106_13679_861NS_09_24\tDetection Type_jrudney_chenx096_20140106_13679_861NS_10_25\tDetection Type_jrudney_chenx096_20140106_13679_861NS_11_26\tDetection Type_jrudney_chenx096_20140106_13679_861NS_12_27\tDetection Type_jrudney_chenx096_20140106_13679_861NS_13_28\tDetection Type_jrudney_chenx096_20140106_13679_861NS_14_29\tDetection Type_jrudney_chenx096_20140106_13679_861NS_15_30\tDetection Type_jrudney_chenx096_20140106_13679_861NS_16_31\tDetection Type_jrudney_chenx096_20140106_13679_861NS_17_32\tDetection Type_jrudney_chenx096_20140106_13679_861NS_18_33\tDetection Type_jrudney_chenx096_20140106_13679_861NS_19_34\tDetection Type_jrudney_chenx096_20140106_13679_861NS_20_35\tDetection Type_jrudney_chenx096_20140106_13679_861NS_21_36\tDetection Type_jrudney_chenx096_20140106_13679_861NS_22_37\tDetection Type_jrudney_chenx096_20140106_13679_861NS_23_38\tDetection Type_jrudney_chenx096_20140112_13665_733NS_09_24\tDetection Type_jrudney_chenx096_20140112_13665_733NS_10_25\tDetection Type_jrudney_chenx096_20140112_13665_733NS_11_26\tDetection Type_jrudney_chenx096_20140112_13665_733NS_12_27\tDetection Type_jrudney_chenx096_20140221_13665_733NS_13_28\tDetection Type_jrudney_chenx096_20140221_13665_733NS_14_29\tDetection Type_jrudney_chenx096_20140221_13665_733NS_15_30\tDetection Type_jrudney_chenx096_20140221_13665_733NS_16_31\tDetection Type_jrudney_chenx096_20140221_13665_733NS_17_32\tDetection Type_jrudney_chenx096_20140221_13665_733NS_18_33\tDetection Type_jrudney_chenx096_20140221_13665_733NS_19_34\tDetection Type_jrudney_chenx096_20140221_13665_733NS_20_35\tDetection Type_jrudney_chenx096_20140221_13665_733NS_21_36\tDetection Type_jrudney_chenx096_20140221_13665_733NS_22_37\tDetection Type_jrudney_chenx096_20140221_13665_733NS_23_38\tDetection Type_jrudney_chenx096_20140625_14045_866NS_10_25b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_11_26b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_12_27b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_13_28b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_14_29b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_15_30b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_16_31b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_17_32b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_18_33b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_19_34bre\tDetection Type_jrudney_chenx096_20140625_14045_866NS_20_35b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_21_36b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_22_37b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_23_38b2\tDetection Type_jrudney_chenx096_20140625_14045_866NS_9_24b2\tDetection Type_jrudney_chenx096_20140924_14310_760NS_09_24\tDetection Type_jrudney_chenx096_20140924_14310_760NS_10_25\tDetection Type_jrudney_chenx096_20140924_14310_760NS_11_26\tDetection Type_jrudney_chenx096_20140924_14310_760NS_12_27\tDetection Type_jrudney_chenx096_20140924_14310_760NS_13_28\tDetection Type_jrudney_chenx096_20140924_14310_760NS_14_29\tDetection Type_jrudney_chenx096_20140924_14310_760NS_15_30\tDetection Type_jrudney_chenx096_20140924_14310_760NS_16_31\tDetection Type_jrudney_chenx096_20140924_14310_760NS_17_32\tDetection Type_jrudney_chenx096_20140924_14310_760NS_18_33\tDetection Type_jrudney_chenx096_20140924_14310_760NS_19_34\tDetection Type_jrudney_chenx096_20140924_14310_760NS_20_35\tDetection Type_jrudney_chenx096_20140924_14310_760NS_21_36\tDetection Type_jrudney_chenx096_20140924_14310_760NS_22_37\tDetection Type_jrudney_chenx096_20140924_14310_760NS_23_38\tDetection Type_jrudney_chenx096_20140926_14312_769NS_09_24\tDetection Type_jrudney_chenx096_20140926_14312_769NS_10_25\tDetection Type_jrudney_chenx096_20140926_14312_769NS_11_26\tDetection Type_jrudney_chenx096_20140926_14312_769NS_12_27\tDetection Type_jrudney_chenx096_20140926_14312_769NS_13_28\tDetection Type_jrudney_chenx096_20140926_14312_769NS_14_29\tDetection Type_jrudney_chenx096_20140926_14312_769NS_15_30\tDetection Type_jrudney_chenx096_20140926_14312_769NS_16_31\tDetection Type_jrudney_chenx096_20140926_14312_769NS_17_32\tDetection Type_jrudney_chenx096_20140926_14312_769NS_18_33\tDetection Type_jrudney_chenx096_20140926_14312_769NS_19_34\tDetection Type_jrudney_chenx096_20140926_14312_769NS_20_35\tDetection Type_jrudney_chenx096_20140926_14312_769NS_21_36\tDetection Type_jrudney_chenx096_20140926_14312_769NS_22_37\tDetection Type_jrudney_chenx096_20140926_14312_769NS_23_38\tDetection Type_jrudney_chenx096_20141119_14465_730NS_09_24\tDetection Type_jrudney_chenx096_20141119_14465_730NS_10_25\tDetection Type_jrudney_chenx096_20141119_14465_730NS_11_26\tDetection Type_jrudney_chenx096_20141119_14465_730NS_12_27\tDetection Type_jrudney_chenx096_20141119_14465_730NS_13_28\tDetection Type_jrudney_chenx096_20141119_14465_730NS_14_29\tDetection Type_jrudney_chenx096_20141119_14465_730NS_15_30\tDetection Type_jrudney_chenx096_20141119_14465_730NS_16_31\tDetection Type_jrudney_chenx096_20141119_14465_730NS_17_32\tDetection Type_jrudney_chenx096_20141119_14465_730NS_18_33\tDetection Type_jrudney_chenx096_20141119_14465_730NS_19_34\tDetection Type_jrudney_chenx096_20141119_14465_730NS_20_35\tDetection Type_jrudney_chenx096_20141119_14465_730NS_21_36\tDetection Type_jrudney_chenx096_20141119_14465_730NS_22_37\tDetection Type_jrudney_chenx096_20141202_14467_734NS_09_24\tDetection Type_jrudney_chenx096_20141202_14467_734NS_10_25\tDetection Type_jrudney_chenx096_20141202_14467_734NS_11_26\tDetection Type_jrudney_chenx096_20141202_14467_734NS_12_27\tDetection Type_jrudney_chenx096_20141202_14467_734NS_13_28\tDetection Type_jrudney_chenx096_20141202_14467_734NS_15_30\tDetection Type_jrudney_chenx096_20141202_14467_734NS_16_31\tDetection Type_jrudney_chenx096_20141202_14467_734NS_17_32\tDetection Type_jrudney_chenx096_20141202_14467_734NS_18_33\tDetection Type_jrudney_chenx096_20141202_14467_734NS_19_34\tDetection Type_jrudney_chenx096_20141202_14467_734NS_20_35\tDetection Type_jrudney_chenx096_20141202_14467_734NS_21_36\tDetection Type_jrudney_chenx096_20141202_14467_734NS_22_37\tDetection Type_jrudney_chenx096_20141202_14467_734NS_23_38\tDetection Type_jrudney_chenx096_20141205_14469_737NS_08_23\tDetection Type_jrudney_chenx096_20141205_14469_737NS_09_24\tDetection Type_jrudney_chenx096_20141205_14469_737NS_10_25\tDetection Type_jrudney_chenx096_20141205_14469_737NS_11_26\tDetection Type_jrudney_chenx096_20141205_14469_737NS_12_27\tDetection Type_jrudney_chenx096_20141205_14469_737NS_13_28\tDetection Type_jrudney_chenx096_20141205_14469_737NS_14_29\tDetection Type_jrudney_chenx096_20141205_14469_737NS_15_30\tDetection Type_jrudney_chenx096_20141205_14469_737NS_16_31\tDetection Type_jrudney_chenx096_20141205_14469_737NS_17_32\tDetection Type_jrudney_chenx096_20141205_14469_737NS_18_33\tDetection Type_jrudney_chenx096_20141205_14469_737NS_19_34\tDetection Type_jrudney_chenx096_20141205_14469_737NS_20_35\tDetection Type_jrudney_chenx096_20141205_14469_737NS_21_36\tDetection Type_jrudney_chenx096_20141205_14469_737NS_22_37\tDetection Type_jrudney_chenx096_20141220_14471_795NS_07_23\tDetection Type_jrudney_chenx096_20141220_14471_795NS_08_24\tDetection Type_jrudney_chenx096_20141220_14471_795NS_09_25\tDetection Type_jrudney_chenx096_20141220_14471_795NS_10_26\tDetection Type_jrudney_chenx096_20141220_14471_795NS_11_27\tDetection Type_jrudney_chenx096_20141220_14471_795NS_12_28\tDetection Type_jrudney_chenx096_20141220_14471_795NS_13_29\tDetection Type_jrudney_chenx096_20141220_14471_795NS_14_30\tDetection Type_jrudney_chenx096_20141220_14471_795NS_15_31\tDetection Type_jrudney_chenx096_20141220_14471_795NS_16_32\tDetection Type_jrudney_chenx096_20141220_14471_795NS_17_33\tDetection Type_jrudney_chenx096_20141220_14471_795NS_18_34\tDetection Type_jrudney_chenx096_20141220_14471_795NS_19_35\tDetection Type_jrudney_chenx096_20141220_14471_795NS_20_36\tDetection Type_jrudney_chenx096_20141220_14471_795NS_21_37\tDetection Type_jrudney_chenx096_20141220_14471_795NS_22_38\tDetection Type_jrudney_chenx096_20141224_14473_852NS_07_23\tDetection Type_jrudney_chenx096_20141224_14473_852NS_08_24\tDetection Type_jrudney_chenx096_20141224_14473_852NS_09_25\tDetection Type_jrudney_chenx096_20141224_14473_852NS_10_26\tDetection Type_jrudney_chenx096_20141224_14473_852NS_11_27\tDetection Type_jrudney_chenx096_20141224_14473_852NS_12_28\tDetection Type_jrudney_chenx096_20141224_14473_852NS_13_29\tDetection Type_jrudney_chenx096_20141224_14473_852NS_14_30\tDetection Type_jrudney_chenx096_20141224_14473_852NS_15_31\tDetection Type_jrudney_chenx096_20141224_14473_852NS_16_32\tDetection Type_jrudney_chenx096_20141224_14473_852NS_17_33\tDetection Type_jrudney_chenx096_20141224_14473_852NS_18_34\tDetection Type_jrudney_chenx096_20141224_14473_852NS_19_35\tDetection Type_jrudney_chenx096_20141224_14473_852NS_20_36\tDetection Type_jrudney_chenx096_20141224_14473_852NS_21_37\tDetection Type_jrudney_chenx096_20141224_14473_852NS_22_38\tDetection Type_jrudney_chenx096_20141231_14475_867NS_07_23\tDetection Type_jrudney_chenx096_20141231_14475_867NS_08_24\tDetection Type_jrudney_chenx096_20141231_14475_867NS_09_25\tDetection Type_jrudney_chenx096_20141231_14475_867NS_10_26\tDetection Type_jrudney_chenx096_20141231_14475_867NS_11_27\tDetection Type_jrudney_chenx096_20141231_14475_867NS_12_28\tDetection Type_jrudney_chenx096_20141231_14475_867NS_13_29\tDetection Type_jrudney_chenx096_20141231_14475_867NS_14_30\tDetection Type_jrudney_chenx096_20141231_14475_867NS_15_31\tDetection Type_jrudney_chenx096_20141231_14475_867NS_16_32\tDetection Type_jrudney_chenx096_20141231_14475_867NS_17_33\tDetection Type_jrudney_chenx096_20141231_14475_867NS_18_34\tDetection Type_jrudney_chenx096_20141231_14475_867NS_19_35\tDetection Type_jrudney_chenx096_20141231_14475_867NS_20_36\tDetection Type_jrudney_chenx096_20141231_14475_867NS_21_37\tDetection Type_jrudney_chenx096_20141231_14475_867NS_22_38\tDetection Type_jrudney_chenx096_070313_12873_781WS_09_24\tDetection Type_jrudney_chenx096_070313_12873_781WS_10_25\tDetection Type_jrudney_chenx096_070313_12873_781WS_11_26\tDetection Type_jrudney_chenx096_070313_12873_781WS_12_27\tDetection Type_jrudney_chenx096_070313_12873_781WS_13_28\tDetection Type_jrudney_chenx096_070313_12873_781WS_14_29\tDetection Type_jrudney_chenx096_070313_12873_781WS_15_30\tDetection Type_jrudney_chenx096_070313_12873_781WS_16_31\tDetection Type_jrudney_chenx096_070313_12873_781WS_17_32\tDetection Type_jrudney_chenx096_070313_12873_781WS_18_33\tDetection Type_jrudney_chenx096_070313_12873_781WS_19_34\tDetection Type_jrudney_chenx096_070313_12873_781WS_20_35\tDetection Type_jrudney_chenx096_070313_12873_781WS_21_36\tDetection Type_jrudney_chenx096_070313_12873_781WS_22_37\tDetection Type_jrudney_chenx096_070313_12873_781WS_23_38\tDetection Type_jrudney_chenx096_20140107_13679_861WS_09_24\tDetection Type_jrudney_chenx096_20140107_13679_861WS_10_25\tDetection Type_jrudney_chenx096_20140107_13679_861WS_11_26\tDetection Type_jrudney_chenx096_20140107_13679_861WS_12_27\tDetection Type_jrudney_chenx096_20140107_13679_861WS_13_28\tDetection Type_jrudney_chenx096_20140107_13679_861WS_14_29\tDetection Type_jrudney_chenx096_20140107_13679_861WS_15_30\tDetection Type_jrudney_chenx096_20140107_13679_861WS_16_31\tDetection Type_jrudney_chenx096_20140107_13679_861WS_17_32\tDetection Type_jrudney_chenx096_20140107_13679_861WS_18_33\tDetection Type_jrudney_chenx096_20140107_13679_861WS_19_34\tDetection Type_jrudney_chenx096_20140107_13679_861WS_20_35\tDetection Type_jrudney_chenx096_20140107_13679_861WS_21_36\tDetection Type_jrudney_chenx096_20140107_13679_861WS_22_37\tDetection Type_jrudney_chenx096_20140107_13679_861WS_23_38\tDetection Type_jrudney_chenx096_20140301_13666_733WS_09_24\tDetection Type_jrudney_chenx096_20140301_13666_733WS_10_25\tDetection Type_jrudney_chenx096_20140301_13666_733WS_11_26\tDetection Type_jrudney_chenx096_20140301_13666_733WS_12_27\tDetection Type_jrudney_chenx096_20140301_13666_733WS_13_28\tDetection Type_jrudney_chenx096_20140301_13666_733WS_14_29\tDetection Type_jrudney_chenx096_20140301_13666_733WS_15_30\tDetection Type_jrudney_chenx096_20140301_13666_733WS_16_31\tDetection Type_jrudney_chenx096_20140301_13666_733WS_17_32\tDetection Type_jrudney_chenx096_20140301_13666_733WS_18_33\tDetection Type_jrudney_chenx096_20140301_13666_733WS_19_34\tDetection Type_jrudney_chenx096_20140301_13666_733WS_20_35\tDetection Type_jrudney_chenx096_20140301_13666_733WS_21_36\tDetection Type_jrudney_chenx096_20140301_13666_733WS_22_37\tDetection Type_jrudney_chenx096_20140301_13666_733WS_23_38\tDetection Type_jrudney_chenx096_20140603_14046_866WS_08_23\tDetection Type_jrudney_chenx096_20140603_14046_866WS_09_24\tDetection Type_jrudney_chenx096_20140603_14046_866WS_10_25\tDetection Type_jrudney_chenx096_20140603_14046_866WS_11_26\tDetection Type_jrudney_chenx096_20140603_14046_866WS_12_27\tDetection Type_jrudney_chenx096_20140603_14046_866WS_13_28\tDetection Type_jrudney_chenx096_20140603_14046_866WS_14_29\tDetection Type_jrudney_chenx096_20140603_14046_866WS_15_30\tDetection Type_jrudney_chenx096_20140603_14046_866WS_16_31\tDetection Type_jrudney_chenx096_20140603_14046_866WS_17_32\tDetection Type_jrudney_chenx096_20140603_14046_866WS_18_33\tDetection Type_jrudney_chenx096_20140603_14046_866WS_19_34\tDetection Type_jrudney_chenx096_20140603_14046_866WS_20_35\tDetection Type_jrudney_chenx096_20140603_14046_866WS_22_37\tDetection Type_jrudney_chenx096_20140925_14311_760WS_09_24\tDetection Type_jrudney_chenx096_20140925_14311_760WS_10_25\tDetection Type_jrudney_chenx096_20140925_14311_760WS_11_26\tDetection Type_jrudney_chenx096_20140925_14311_760WS_12_27\tDetection Type_jrudney_chenx096_20140925_14311_760WS_13_29\tDetection Type_jrudney_chenx096_20140925_14311_760WS_14_29a\tDetection Type_jrudney_chenx096_20140925_14311_760WS_15_30\tDetection Type_jrudney_chenx096_20140925_14311_760WS_16_31\tDetection Type_jrudney_chenx096_20140925_14311_760WS_17_32\tDetection Type_jrudney_chenx096_20140925_14311_760WS_18_33\tDetection Type_jrudney_chenx096_20140925_14311_760WS_19_34\tDetection Type_jrudney_chenx096_20140925_14311_760WS_20_35\tDetection Type_jrudney_chenx096_20140925_14311_760WS_21_36\tDetection Type_jrudney_chenx096_20140925_14311_760WS_22_37\tDetection Type_jrudney_chenx096_20140925_14311_760WS_23_38\tDetection Type_jrudney_chenx096_20140927_14313_769wS_09_24\tDetection Type_jrudney_chenx096_20140927_14313_769wS_10_25\tDetection Type_jrudney_chenx096_20140927_14313_769wS_11_26\tDetection Type_jrudney_chenx096_20140927_14313_769wS_12_27\tDetection Type_jrudney_chenx096_20140927_14313_769wS_13_28\tDetection Type_jrudney_chenx096_20140927_14313_769wS_14_29\tDetection Type_jrudney_chenx096_20140927_14313_769wS_15_30\tDetection Type_jrudney_chenx096_20140927_14313_769wS_16_31\tDetection Type_jrudney_chenx096_20140927_14313_769wS_17_32\tDetection Type_jrudney_chenx096_20140927_14313_769wS_18_33\tDetection Type_jrudney_chenx096_20140927_14313_769wS_19_34\tDetection Type_jrudney_chenx096_20140927_14313_769wS_20_35\tDetection Type_jrudney_chenx096_20140927_14313_769wS_21_36\tDetection Type_jrudney_chenx096_20140927_14313_769wS_22_37\tDetection Type_jrudney_chenx096_20140927_14313_769wS_23_38\tDetection Type_jrudney_chenx096_20141120_14465_730WS_09_24\tDetection Type_jrudney_chenx096_20141120_14465_730WS_10_25\tDetection Type_jrudney_chenx096_20141120_14465_730WS_11_26\tDetection Type_jrudney_chenx096_20141120_14465_730WS_12_27\tDetection Type_jrudney_chenx096_20141120_14465_730WS_13_28\tDetection Type_jrudney_chenx096_20141120_14465_730WS_14_29\tDetection Type_jrudney_chenx096_20141120_14465_730WS_15_30\tDetection Type_jrudney_chenx096_20141120_14465_730WS_16_31\tDetection Type_jrudney_chenx096_20141120_14465_730WS_17_32\tDetection Type_jrudney_chenx096_20141120_14465_730WS_18_33\tDetection Type_jrudney_chenx096_20141120_14465_730WS_19_34\tDetection Type_jrudney_chenx096_20141120_14465_730WS_20_35\tDetection Type_jrudney_chenx096_20141120_14465_730WS_21_36\tDetection Type_jrudney_chenx096_20141120_14465_730WS_22_37\tDetection Type_jrudney_chenx096_20141204_14468_734WS_08_23\tDetection Type_jrudney_chenx096_20141204_14468_734WS_09_24\tDetection Type_jrudney_chenx096_20141204_14468_734WS_10_25\tDetection Type_jrudney_chenx096_20141204_14468_734WS_11_26\tDetection Type_jrudney_chenx096_20141204_14468_734WS_12_27\tDetection Type_jrudney_chenx096_20141204_14468_734WS_13_28\tDetection Type_jrudney_chenx096_20141204_14468_734WS_14_29\tDetection Type_jrudney_chenx096_20141204_14468_734WS_15_30\tDetection Type_jrudney_chenx096_20141204_14468_734WS_16_31\tDetection Type_jrudney_chenx096_20141204_14468_734WS_17_32\tDetection Type_jrudney_chenx096_20141204_14468_734WS_18_33\tDetection Type_jrudney_chenx096_20141204_14468_734WS_19_34\tDetection Type_jrudney_chenx096_20141204_14468_734WS_20_35\tDetection Type_jrudney_chenx096_20141204_14468_734WS_21_36\tDetection Type_jrudney_chenx096_20141204_14468_734WS_22_37\tDetection Type_jrudney_chenx096_20141211_14470_737ws_07_23\tDetection Type_jrudney_chenx096_20141211_14470_737ws_08_24\tDetection Type_jrudney_chenx096_20141211_14470_737ws_09_25\tDetection Type_jrudney_chenx096_20141211_14470_737ws_10_26\tDetection Type_jrudney_chenx096_20141211_14470_737ws_11_27\tDetection Type_jrudney_chenx096_20141211_14470_737ws_12_28\tDetection Type_jrudney_chenx096_20141211_14470_737ws_13_29\tDetection Type_jrudney_chenx096_20141211_14470_737ws_14_30\tDetection Type_jrudney_chenx096_20141211_14470_737ws_15_31\tDetection Type_jrudney_chenx096_20141211_14470_737ws_16_32\tDetection Type_jrudney_chenx096_20141211_14470_737ws_17_33\tDetection Type_jrudney_chenx096_20141211_14470_737ws_18_34\tDetection Type_jrudney_chenx096_20141211_14470_737ws_19_35\tDetection Type_jrudney_chenx096_20141211_14470_737ws_20_36\tDetection Type_jrudney_chenx096_20141211_14470_737ws_21_37\tDetection Type_jrudney_chenx096_20141211_14470_737ws_22_38\tDetection Type_jrudney_chenx096_20141221_14472_795ws_07_23\tDetection Type_jrudney_chenx096_20141221_14472_795ws_08_24\tDetection Type_jrudney_chenx096_20141221_14472_795ws_09_25\tDetection Type_jrudney_chenx096_20141221_14472_795ws_10_26\tDetection Type_jrudney_chenx096_20141221_14472_795ws_11_27\tDetection Type_jrudney_chenx096_20141221_14472_795ws_12_28\tDetection Type_jrudney_chenx096_20141221_14472_795ws_13_29\tDetection Type_jrudney_chenx096_20141221_14472_795ws_14_30\tDetection Type_jrudney_chenx096_20141221_14472_795ws_15_31\tDetection Type_jrudney_chenx096_20141221_14472_795ws_16_32\tDetection Type_jrudney_chenx096_20141221_14472_795ws_17_33\tDetection Type_jrudney_chenx096_20141221_14472_795ws_18_34\tDetection Type_jrudney_chenx096_20141221_14472_795ws_19_35\tDetection Type_jrudney_chenx096_20141221_14472_795ws_20_36\tDetection Type_jrudney_chenx096_20141221_14472_795ws_21_37\tDetection Type_jrudney_chenx096_20141221_14472_795ws_22_38\tDetection Type_jrudney_chenx096_20141230_14474_852ws_07_23\tDetection Type_jrudney_chenx096_20141230_14474_852ws_08_24\tDetection Type_jrudney_chenx096_20141230_14474_852ws_09_25\tDetection Type_jrudney_chenx096_20141230_14474_852ws_10_26\tDetection Type_jrudney_chenx096_20141230_14474_852ws_11_27\tDetection Type_jrudney_chenx096_20141230_14474_852ws_12_28\tDetection Type_jrudney_chenx096_20141230_14474_852ws_13_29\tDetection Type_jrudney_chenx096_20141230_14474_852ws_14_30\tDetection Type_jrudney_chenx096_20141230_14474_852ws_15_31\tDetection Type_jrudney_chenx096_20141230_14474_852ws_16_32\tDetection Type_jrudney_chenx096_20141230_14474_852ws_17_33\tDetection Type_jrudney_chenx096_20141230_14474_852ws_18_34\tDetection Type_jrudney_chenx096_20141230_14474_852ws_19_35\tDetection Type_jrudney_chenx096_20141230_14474_852ws_20_36\tDetection Type_jrudney_chenx096_20141230_14474_852ws_21_37\tDetection Type_jrudney_chenx096_20141230_14474_852ws_22_38\tDetection Type_jrudney_chenx096_20150106_14476_867ws_07_23\tDetection Type_jrudney_chenx096_20150106_14476_867ws_08_24\tDetection Type_jrudney_chenx096_20150106_14476_867ws_09_25\tDetection Type_jrudney_chenx096_20150106_14476_867ws_10_26\tDetection Type_jrudney_chenx096_20150106_14476_867ws_11_27\tDetection Type_jrudney_chenx096_20150106_14476_867ws_12_28\tDetection Type_jrudney_chenx096_20150106_14476_867ws_13_29\tDetection Type_jrudney_chenx096_20150106_14476_867ws_14_30\tDetection Type_jrudney_chenx096_20150106_14476_867ws_15_31\tDetection Type_jrudney_chenx096_20150106_14476_867ws_16_32\tDetection Type_jrudney_chenx096_20150106_14476_867ws_17_33\tDetection Type_jrudney_chenx096_20150106_14476_867ws_18_34\tDetection Type_jrudney_chenx096_20150106_14476_867ws_19_35\tDetection Type_jrudney_chenx096_20150106_14476_867ws_20_36\tDetection Type_jrudney_chenx096_20150106_14476_867ws_21_37\tDetection Type_jrudney_chenx096_20150106_14476_867ws_22_38\"\n",
    "cols_available = col_str.split(\"\\t\")\n",
    "cols = [\"Sequence\"]\n",
    "cols.extend(list(filter(lambda c: c.startswith(\"Detection Type\"), cols_available)))\n",
    "# print(\"\\n\".join(cols))\n",
    "\n",
    "df_samples = pd.read_csv(\n",
    "    f_pep2sample, \n",
    "    nrows=nrows, \n",
    "    usecols=cols,\n",
    "    index_col=0\n",
    ")\n",
    "df_samples.columns = map(str.lower, df_samples.columns)\n",
    "df_samples.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "possible values for detection:\n",
    "    - NotDetected \t\n",
    "    - MSMS \t\n",
    "    - MSMSAmbiguousPeakfinding\n",
    "    - MSMSIdentifiedButNotQuantified"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "364\n"
     ]
    }
   ],
   "source": [
    "print(len(cols))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "363 samples are too many to compare each-against-each. The original publication (where metaquantome uses the data from) mentions 12 paired samples, resulting in 24 samples total."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For 24 samples, $24^2/2-24/2 = 276$ comparisons are required."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "730ns\n",
      "730ws\n",
      "733ns\n",
      "733ws\n",
      "734ns\n",
      "734ws\n",
      "737ns\n",
      "737ws\n",
      "760ns\n",
      "760ws\n",
      "769ns\n",
      "769ws\n",
      "781ns\n",
      "781ws\n",
      "795ns\n",
      "795ws\n",
      "852ns\n",
      "852ws\n",
      "861ns\n",
      "861ws\n",
      "866ns\n",
      "866ws\n",
      "867ns\n",
      "867ws\n",
      "24 Samples\n"
     ]
    }
   ],
   "source": [
    "import re\n",
    "regex = re.compile(r\"(\\d{3}(ns|ws))\", re.I)\n",
    "samples = set()\n",
    "count = 0\n",
    "for c in cols:\n",
    "    match = regex.search(c.lower())\n",
    "    if match:\n",
    "        count += 1\n",
    "        samples.add(match.group(1))\n",
    "    else:\n",
    "        pass\n",
    "assert count == 363, f\"Expected 363 matches, got {count}\"\n",
    "print(\"\\n\".join(sorted(samples)))\n",
    "print(len(samples), \"Samples\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GO (biological process)</th>\n",
       "      <th>GO (cellular component)</th>\n",
       "      <th>GO (molecular function)</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>peptide</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AAAAAAAAEAAYR</th>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[GO:0016787]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAAAAAGDVFK</th>\n",
       "      <td>[GO:0006419]</td>\n",
       "      <td>[GO:0005737]</td>\n",
       "      <td>[GO:0004813, GO:0005524, GO:0000049]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAAAAAPEAAK</th>\n",
       "      <td>[GO:0045454]</td>\n",
       "      <td>[GO:0005623]</td>\n",
       "      <td>[GO:0050660, GO:0004148, GO:0009055]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAAADEAVADEALR</th>\n",
       "      <td>[GO:0007049, GO:0051301, GO:0006457]</td>\n",
       "      <td>[GO:0005737]</td>\n",
       "      <td>[GO:0003755]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAAADQLSIWADR</th>\n",
       "      <td>[GO:0006614, GO:0051301]</td>\n",
       "      <td>[GO:0005737, GO:0031226]</td>\n",
       "      <td>[GO:0003924, GO:0005525]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             GO (biological process)  \\\n",
       "peptide                                                \n",
       "AAAAAAAAEAAYR                                     []   \n",
       "AAAAAAGDVFK                             [GO:0006419]   \n",
       "AAAAAAPEAAK                             [GO:0045454]   \n",
       "AAAADEAVADEALR  [GO:0007049, GO:0051301, GO:0006457]   \n",
       "AAAADQLSIWADR               [GO:0006614, GO:0051301]   \n",
       "\n",
       "                 GO (cellular component)               GO (molecular function)  \n",
       "peptide                                                                         \n",
       "AAAAAAAAEAAYR                         []                          [GO:0016787]  \n",
       "AAAAAAGDVFK                 [GO:0005737]  [GO:0004813, GO:0005524, GO:0000049]  \n",
       "AAAAAAPEAAK                 [GO:0005623]  [GO:0050660, GO:0004148, GO:0009055]  \n",
       "AAAADEAVADEALR              [GO:0005737]                          [GO:0003755]  \n",
       "AAAADQLSIWADR   [GO:0005737, GO:0031226]              [GO:0003924, GO:0005525]  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# load unipept results\n",
    "cols = [\n",
    "    \"peptide\",\n",
    "    \"GO (biological process)\",\n",
    "    \"GO (cellular component)\",\n",
    "    \"GO (molecular function)\"\n",
    "]\n",
    "df_go_raw = pd.read_csv(f_pep2go, nrows=nrows, usecols=cols, index_col=0)\n",
    "\n",
    "import math\n",
    "def go_string_to_list(s, threshold=5):\n",
    "    if isinstance(s, str):\n",
    "        l = s.split(\";\")\n",
    "        go_terms = []\n",
    "        for go_raw in l:\n",
    "            go, perc_raw = go_raw.split(\" \")\n",
    "            perc = int(perc_raw[1:-2])\n",
    "            if perc >= threshold:\n",
    "                go_terms.append(go)\n",
    "        return go_terms\n",
    "    else:\n",
    "        return []\n",
    "    \n",
    "df_go = df_go_raw.applymap(go_string_to_list)\n",
    "df_go.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(162090, 363)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_samples.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_df_for_sample(df, sample):\n",
    "    return df.filter(regex=re.compile(sample, re.I))\n",
    "\n",
    "def get_detected_peps(df):\n",
    "    s_peps = df_s.apply(lambda s: (~s.str.match(\"NotDetected\")).any(), axis=1)\n",
    "    peps = df_s[s_peps].index.tolist()\n",
    "    return peps\n",
    "\n",
    "def get_go_terms_for_peps(df_go, peps):\n",
    "    present_peps = set(peps).intersection(set(df_go.index))\n",
    "    diff = set(peps) - present_peps\n",
    "    if diff:\n",
    "        warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n",
    "    df_go_filtered = df_go.loc[present_peps, :]\n",
    "    s_go_namespace = df_go_filtered.apply(lambda s: {item for sublist in s for item in sublist})\n",
    "    return {i for s in s_go_namespace for i in s}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Retrieving GO terms for sample: 769ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "THPTLTVVNDQHGR\n",
      "NVPLAVSFYDTAK\n",
      "TYHFQNPSDAIVK\n",
      "NVSVVLSK\n",
      "GAANIVPNSTGAAK\n",
      "LETAVGDEGGFAPR\n",
      "ATFYVPSVNLIGK\n",
      "YTEKDVLR\n",
      "TVAEMAGRESAEANR\n",
      "PVLVNFTK\n",
      "NEQSTGENQAQTQAIK\n",
      "SIVIGADAAGLR\n",
      "TVSALIFAGGTGK\n",
      "IDPLAVYFEAR\n",
      "VETYNQNSNPNMR\n",
      "TSVVVVGTQWGDEGK\n",
      "MANPNTIER\n",
      "SVYQFSLPTK\n",
      "SQEFINPSDGVIR\n",
      "EVMPDIIFGTD\n",
      "FANGHVAGAR\n",
      "FSHGDHQEQGER\n",
      "SQWITEEQTPHLR\n",
      "AVQMEYEKDVK\n",
      "NVGSMAHSTGK\n",
      "PAQQEPVR\n",
      "SNIYDLANELSR\n",
      "CGIVGVVGNR\n",
      "PELPEVETVR\n",
      "SEFTFEIEEK\n",
      "TQHLTAEALRK\n",
      "SLTNEQIIEAIASK\n",
      "ALNIENIVAELK\n",
      "PSTDAAEVLGNISR\n",
      "NWEKVEGK\n",
      "MMTEIKDFR\n",
      "PLIQSLTEGQLR\n",
      "TQETIYQK\n",
      "VLFTGSTVEEAIQK\n",
      "PGFEELSK\n",
      "LTMQNSSMK\n",
      "RDVLPDPLYN\n",
      "SMFLDTAK\n",
      "SVSFENTATNR\n",
      "NVAIVNEDQAVR\n",
      "LAAGPDKPAFVTVGDSVK\n",
      "AHPIQLPIGAEDDFR\n",
      "HNPYNPTFPVD\n",
      "VPSGASTGEHEAVELR\n",
      "TLDADGIEDLLQR\n",
      "YIDPTNDEA\n",
      "AALDAVEGGSHN\n",
      "QNDSGSIPPIDNK\n",
      "LEVKGDKDHTK\n",
      "YASIDAAPEER\n",
      "AAENIVPNSTGAAK\n",
      "VVGSATNQPVGR\n",
      "TEPILQVK\n",
      "KAPSTPWGK\n",
      "LGSLIPHPK\n",
      "VVLKVEEK\n",
      "TSPLLESR\n",
      "VAAAGAADAGAAK\n",
      "GEVRNLMEIMSFGK\n",
      "ALELLTPFTK\n",
      "PAAWIAEQAGFK\n",
      "SEEPSQLNELQEFR\n",
      "PLVTTTEMFK\n",
      "MIVPAGAPTFK\n",
      "VAAVTDATFAEETK\n",
      "VVLKIEEK\n",
      "KVLGKEPTK\n",
      "WEELEAWHGK\n",
      "YYLKEDGK\n",
      "RSWASRRPK\n",
      "AIIIGADAAGSK\n",
      "ITAFTSHIIR\n",
      "PDLDAHLVGEGIAR\n",
      "YLDKDQLK\n",
      "EAGVHFGHQTR\n",
      "LDKLDKEAK\n",
      "DYWKDEFK\n",
      "PALSYLDIVR\n",
      "VLGKEPTK\n",
      "TQEWFESADLEKK\n",
      "ALMGIGIGSGEER\n",
      "LFVGPTGVGK\n",
      "TQEWFESADLEK\n",
      "SIITDVYAR\n",
      "PGPVVLDLPK\n",
      "GFTEETVR\n",
      "EGLAGDNVGVLLR\n",
      "EGYDVEMGAR\n",
      "FVYYLGPTPAK\n",
      "SEPLFLQSVMQEK\n",
      "HGYTGDQMVLDGPHR\n",
      "TLPQEETAHELEGDLAK\n",
      "NVFIGQPAVVGAHGIVR\n",
      "ILFSHLGR\n",
      "AMPNLNVFR\n",
      "ATTCGLTEFVGTSK\n",
      "TVIDFTAEVEK\n",
      "AVGLAACGNR\n",
      "VTSDSGIHAR\n",
      "TLLALENVSK\n",
      "VANVNTINVK\n",
      "PGQVISVR\n",
      "DFHVVAETGIHAR\n",
      "AQAQYAGTGR\n",
      "VVLPHGTGK\n",
      "PEGWVAPVKR\n",
      "NPVLVGDAGVGK\n",
      "LNGIDISSWQSNINVGK\n",
      "AHENVIEMR\n",
      "VLPIPGLTDTK\n",
      "PFITDVLAR\n",
      "PLSEEAQAEAR\n",
      "DLIEGDLTVGQAR\n",
      "IVIFGAGLGK\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "ASSEFYDKER\n",
      "NRRQGDKIK\n",
      "TNTSFSIEQFSLK\n",
      "TSVVVVGTQWGDEGKGK\n",
      "PITVFFGGK\n",
      "IYAGILAGGTGTR\n",
      "TPSDLSSLINTEAHK\n",
      "PLFGVLPYYK\n",
      "LLASQGYNPEMGAR\n",
      "VYTSLTSLDNQDFR\n",
      "WMCKYRIIFTPK\n",
      "YIPHADLR\n",
      "TTSDPIADMLTR\n",
      "PYVGEPGNFTR\n",
      "IPHNTTPK\n",
      "PCLNMLNR\n",
      "TFIIQNFGPNLAR\n",
      "IIGADFIGDDR\n",
      "SNIYDLANELNR\n",
      "KREAEEYMQASR\n",
      "LPSLDNLER\n",
      "PVVFMDTTTGYK\n",
      "ATELLENTIATLK\n",
      "NFSHGDHQEQGER\n",
      "PILTGVHFVLSQHK\n",
      "YGDESYKR\n",
      "MYRVPRYKMIFR\n",
      "PTINQLVR\n",
      "TCGYLGNPQAR\n",
      "KVILVGDGAVGSSYAF\n",
      "AYTEEQIETIK\n",
      "PLIHVELVEGR\n",
      "SNLYDTANQLER\n",
      "TLTALEIKDK\n",
      "SAVAVLEGTESK\n",
      "VLELSNDFLK\n",
      "EVERIVKK\n",
      "PTNELPQGGIIEK\n",
      "EERKRKVSK\n",
      "PFIIQPQLDGK\n",
      "EGYELQVSR\n",
      "EIGHAHVTALASR\n",
      "AEPNLESLIR\n",
      "EVGKIEAR\n",
      "TEKGEFPGGQVIVY\n",
      "AAIDNIVGHGR\n",
      "GDDLPVIQGSALK\n",
      "ALIQLTTEELR\n",
      "YTIHNLAR\n",
      "VMTDPIADMLTR\n",
      "PIGSFLFVGPTGVGK\n",
      "PITAADIR\n",
      "VGFINVHLFR\n",
      "PVDIKEIDTIR\n",
      "GIEEQLGEIVIAPR\n",
      "GEIIVGDAAK\n",
      "TETLIKIEELHK\n",
      "TYQDNFQK\n",
      "PVGEPADLHR\n",
      "ALASGADIVALGR\n",
      "PGVTLLDHSSDASHNR\n",
      "SMSDPIADFLTR\n",
      "AIGVAQPVSVR\n",
      "ISAQHFGHAVR\n",
      "EVVKEFEK\n",
      "MIPHNTTPK\n",
      "TLLQLQDVTYR\n",
      "LSPMSILTPRLSRTMR\n",
      "PGDDLPVIQGSALK\n",
      "IVTAGHVDHGK\n",
      "ATSMVIGTQWGDEGKGK\n",
      "IEAGVHFGHQTR\n",
      "TINTAHVEYETEKR\n",
      "LLFSDLAVD\n",
      "TTIDFTAEVEK\n",
      "AAEELALISGQK\n",
      "PGVTAHEVDR\n",
      "STIIDVYAR\n",
      "SNIYDSANELSR\n",
      "PAVQFGGR\n",
      "EGAGNPEAISHR\n",
      "VNVSIHTAK\n",
      "PAIDAGSSVSR\n",
      "PFVTWDVIR\n",
      "NLLIMGLPGAGK\n",
      "AAEQLGEIVIAPR\n",
      "PITSLEIKDK\n",
      "PDVYFQHR\n",
      "MALIFSSSAR\n",
      "FVGAHGNSIR\n",
      "TLVYQSTR\n",
      "PAVETVFTVLHAGGK\n",
      "LLPVEDVFSITGR\n",
      "STGGTVGELLDNAMD\n",
      "PVNIPLNDAETQK\n",
      "CTTLLVGK\n",
      "PGDPIGSAGPTTSGR\n",
      "PLQTQSISPSR\n",
      "VGNPSSLHR\n",
      "TFSFDTAAAQGAVIK\n",
      "AVAQYYGTGR\n",
      "TQTVYFGTYTR\n",
      "TNSVFQGR\n",
      "PVVIEQTSR\n",
      "TNEFLHFEK\n",
      "TAHVEYETAKR\n",
      "TSTQAIFEK\n",
      "MAINPEFFGDPAEIKK\n",
      "SEFTIHTIESAPAEVK\n",
      "PHGGFVLR\n",
      "SQYEFIDKR\n",
      "MESHMDGDIYALYK\n",
      "GVTAAAPVAVAAAGAADAGAAK\n",
      "HEVLEVPASN\n",
      "VVIMFNPVMAR\n",
      "DLDAHLVGEGIAR\n",
      "NFADGQDGLFNADK\n",
      "PYSTLTEFIQHSK\n",
      "PGFEAITAAVEER\n",
      "PVIQGSALK\n",
      "VYTSLSSK\n",
      "GQYNFDQILDR\n",
      "STHPIHVFSEIGK\n",
      "GKPLLTDEIIER\n",
      "TAHVEYETAK\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "AGFGGVGAGDVITELSR\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "SEPLFLQSVMHEK\n",
      "DAGYDQVMGVR\n",
      "PIDSHSALER\n",
      "PSTAGEDFAFYQEK\n",
      "PSDMNAHPHASEDGK\n",
      "TVLDAALLHDVIASHD\n",
      "AISSFNIGSR\n",
      "SSNQIALK\n",
      "VMNPNDHPHGGGEGK\n",
      "VGEVVSTHVIPR\n",
      "SQGHSDAIR\n",
      "AMALPLEDAWR\n",
      "GFLEVETPVLHNEAGGAAAR\n",
      "PTATSVVADIVR\n",
      "TLNVGSMAH\n",
      "TLLALENVTK\n",
      "CLDIFLFMFCKIILGK\n",
      "VAADFGQEVADKVR\n",
      "GQVLAKPGSIN\n",
      "SDAVAQDEVAIGK\n",
      "AIELLTPFTK\n",
      "ALASGADLVAIGR\n",
      "AFESLTER\n",
      "MLLKNNRVEK\n",
      "ETAVGDEGGFAPR\n",
      "PADFLSTPEEEK\n",
      "EPGTAPEPMIAEK\n",
      "PATYVLAYR\n",
      "TAVGDEGGFAPR\n",
      "NPENQAAFALAEELGR\n",
      "NAIQESFTDK\n",
      "THENVIEMR\n",
      "LIGFGNFEVR\n",
      "SQYEFIDK\n",
      "PFTKPYSLVGIK\n",
      "LDEGLAGDNVGVLLR\n",
      "INLHSIVPVGQD\n",
      "MSPNTAPGTGAK\n",
      "VPSLFVESSVDDR\n",
      "SNYAIILAAGK\n",
      "PGVPESFR\n",
      "VVFTGASVEEAIQEGLR\n",
      "AVGDEGGFAPR\n",
      "SVLEIKDLHVEIEGK\n",
      "SNISTDLQDVEK\n",
      "ATIQWFPGHMSK\n",
      "QQPSNFAR\n",
      "LLSVLQAPVR\n",
      "TSVHAATDVQK\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "SNVISVEQIR\n",
      "LDLNEEEGR\n",
      "TDYYVIGDVHGK\n",
      "LAEFELAGK\n",
      "AVIEQVIAR\n",
      "FIGTGVSGGEK\n",
      "VAVAAAGAADAGAAK\n",
      "TVGRTGGTPTAPR\n",
      "AITSLEIKDK\n",
      "VLTGLPIGGGK\n",
      "SSLKDIER\n",
      "AQIAANLQR\n",
      "PAFVSFDAEK\n",
      "SQETTSQQQQMLR\n",
      "TDPIADFLTR\n",
      "PYLEEAGR\n",
      "SDAAAVITVRTETSASTSSSHSK\n",
      "VVLKIEEKEEK\n",
      "NVFIGQPAVVGAH\n",
      "PVESTPWWR\n",
      "SEQLHSINEVLQDLK\n",
      "YLLGTSFAR\n",
      "TTIDFTAEVEKR\n",
      "SIFSPAPHIER\n",
      "GIVRPVNIPLNDAETQK\n",
      "VSMYEYAR\n",
      "DEGIAGDNVGVLLR\n",
      "LIADGDEADGVR\n",
      "IGSGTSLDSAR\n",
      "LLDTKGPEIR\n",
      "VMTDPIADFLTR\n",
      "PAPAAAAAPVPAGAETVK\n",
      "SSIKDIER\n",
      "SNISLTTLGGVR\n",
      "PQTGKEIEIAASK\n",
      "KPGSINPHTK\n",
      "PGTSPVTCGR\n",
      "GQDPHEYEPLPEDVKK\n",
      "IGSGTSLDTGR\n",
      "LPGLAALTEK\n",
      "LIQLTTEELR\n",
      "AITAITSVQEFDEK\n",
      "SVSFENKETNR\n",
      "KIEIKEPLK\n",
      "STTIIGFPR\n",
      "THSVFQGR\n",
      "TQVLENVK\n",
      "SYGSLFDATQTK\n",
      "IAPEAQDGGPIAYLR\n",
      "VFVGAHGNSIR\n",
      "ANANALGMVETK\n",
      "EYHVIAETGIHAR\n",
      "PALGVGAGNVPAYVEK\n",
      "APQGTFDTSEINITGQASR\n",
      "VVGGGYAGQAGAIR\n",
      "ASKDFHIVAETGIHAR\n",
      "YTLADGSWIAVR\n",
      "NTPFAVPD\n",
      "TNYAIILAAGK\n",
      "KPTQPVAEPAPAPK\n",
      "AELELVCVPTR\n",
      "IASGAEDTFTLR\n",
      "GMRLMRTNPR\n",
      "FSGADALGPLIQGLAK\n",
      "FGVTAAAPVAVAAAGAADAGAAK\n",
      "PATAFTQLAAK\n",
      "VTSDEAGDER\n",
      "PFVAILGGSK\n",
      "ATEQLGEIVIAPR\n",
      "MLETMTEKPR\n",
      "PVEPLVTGQR\n",
      "HLVVTLFQDRTELCNK\n",
      "PHEYEPLPEDVKK\n",
      "VSTQEQFEQVQAVK\n",
      "INTAHVEYETAK\n",
      "DETSVTNSLNEVAK\n",
      "SLVEEDKLDVAK\n",
      "EETAHNESAHAK\n",
      "SDPGAGDIFSK\n",
      "PFEIKDGIEANDDTR\n",
      "PTVATYNQSGVK\n",
      "YMDRKWEDK\n",
      "ALTAGIVGLPNVGK\n",
      "DFHIVAETGIHAR\n",
      "SILPLGTIVYLK\n",
      "EMSYTSQLVR\n",
      "STEHMEELNDQQIVR\n",
      "SDSPIQYR\n",
      "PLVTTTEMFKK\n",
      "LQANAHPIQLPIGAEDDFVG\n",
      "AAPVAVAAAGAADAGAAK\n",
      "PAPAAAPAPK\n",
      "AGHDVQYGK\n",
      "DSQMNAPMVPSK\n",
      "IPLNDAETQK\n",
      "AASMGTIIASSGAK\n",
      "ANANALGMVETR\n",
      "PLPVEVLELDPK\n",
      "PTIDLQVR\n",
      "LIEKDFGK\n",
      "NEPNTFGWVVEID\n",
      "AQFVDLVNATAK\n",
      "PATLLVQTASK\n",
      "ALIYDNRPYK\n",
      "PVNIYEVHAGSWK\n",
      "PATLLVNTASK\n",
      "PSTDATLTAR\n",
      "HYAHIDAPGHAD\n",
      "SLITDIYAR\n",
      "AQTLLNEYGR\n",
      "IQGETPEQANAR\n",
      "SQEFINPSDGVVR\n",
      "SNLSVNAIR\n",
      "NIINVLEQEQLR\n",
      "GQTVTGGSILYR\n",
      "SYAYDTIADIIR\n",
      "NTDDTVTIYDVAR\n",
      "LNQFDAGVLTGK\n",
      "MKFKDFKEK\n",
      "SLLDDILAHNR\n",
      "SIITEVYAR\n",
      "ASKDFHVVAETGIHAR\n",
      "PAGTGMAR\n",
      "AQVTAQLVK\n",
      "PIVSYNWK\n",
      "SHPDEVEAPEGITF\n",
      "QTIIGDEQPITCR\n",
      "QALTALSTTEDPTR\n",
      "MQLHDVLIR\n",
      "SIPNLNVFR\n",
      "PATILVQTASK\n",
      "ITQHRPLPVEVLELD\n",
      "TYQENYQK\n",
      "GLFSGLLGNASQK\n",
      "IVPNSTGAAK\n",
      "AAQMASEAAAK\n",
      "QNVEGVEVTR\n",
      "TGDQMILDGPHR\n",
      "SIHIAAQQGEIADK\n",
      "SVMNPNDHPHGGGEGK\n",
      "SQTNELEIMER\n",
      "PNMASGNVAMR\n",
      "PLGGATEVLGGHK\n",
      "HLPYDIDD\n",
      "SDAFTDVAK\n",
      "TELNTVKPDESGK\n",
      "AMPVGNYFK\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_769ws.csv\n",
      "Retrieving GO terms for sample: 769ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "NVPLAVSFYDTAK\n",
      "VDKDKDFYK\n",
      "LYQWLAEAVK\n",
      "APQENTFYAGVK\n",
      "PANLFVATFIGK\n",
      "LMTAFAGESQAR\n",
      "PNANAIANVFK\n",
      "GLFDFVSDIGK\n",
      "NDIKESCK\n",
      "KEYHVIAETGIHAR\n",
      "PFCIPIGEKDEFK\n",
      "FDNAIIAAGSR\n",
      "TVSALIFAGGTGK\n",
      "IFDAVTPDHKK\n",
      "TSVVVVGTQWGDEGK\n",
      "ASQSTNDAYPTGFR\n",
      "SVYQFSLPTK\n",
      "SQENRKWVYWMLK\n",
      "SQWITEEQTPHLR\n",
      "SVLQAEFLAK\n",
      "ANVAVAGYTDR\n",
      "SSGLYSTEKR\n",
      "AVQMEYEKDVK\n",
      "PAIGVGPGNGPAFIEK\n",
      "SNIYDLANELSR\n",
      "HNDAVGPFK\n",
      "PGTITPHTK\n",
      "IVGDGIAIR\n",
      "LLTEIIPAEFPEQK\n",
      "CGIVGVVGNR\n",
      "SEFTFEIEEK\n",
      "SLTNEQIIEAIASK\n",
      "TISPVHTTESFLK\n",
      "ALNIENIVAELK\n",
      "PSTDAAEVLGNISR\n",
      "PAGPSIEVK\n",
      "PGEEIILEGR\n",
      "VLSDIEIANSVQMKPIK\n",
      "PLIQSLTEGQLR\n",
      "SFTYGVFGGYQILNR\n",
      "TQETIYQK\n",
      "GYVEAAVK\n",
      "MVDKVVER\n",
      "TALFQQLPSVDK\n",
      "SQNGPDQDPWGKPGQSSGPK\n",
      "PLSAIENLTATTLR\n",
      "AGDVVDAINSVR\n",
      "EIVGIKPTTK\n",
      "SLGALYVVSGPSGAGK\n",
      "TIEINPIFAR\n",
      "TFSFDTAAAQGAIIK\n",
      "YEMKGEGR\n",
      "ASIIFTPK\n",
      "AALDAVEGGSHN\n",
      "SNTEHTLENAENTR\n",
      "TTFGGHEHGR\n",
      "LEVKGDKDHTK\n",
      "PAVELNKDGK\n",
      "DIPATGDGEVAEIR\n",
      "AQETIFSK\n",
      "TQQILGGFPTR\n",
      "PLAPNVVLGAK\n",
      "PNYNVMCLAK\n",
      "PIGTGPYK\n",
      "IAHDISAFSFVAMAQAAR\n",
      "SEFVIETQHLYK\n",
      "PIIEPVGGHAVFLDAR\n",
      "AAGVPIVEPIGGH\n",
      "AYTIEEEQELNQLK\n",
      "ALELLTPFTK\n",
      "SLYGWPTGAPADVLQGFD\n",
      "FPEEYHAPELAGK\n",
      "TTTNEKNER\n",
      "DPVMLAHLLK\n",
      "SFGTTLKK\n",
      "FVNVVDMVGR\n",
      "GIGGEYGAVTGR\n",
      "SQGNLYILSAPSGAGK\n",
      "NNFESEHATNR\n",
      "DTTDFVAK\n",
      "SMQDPIADMLTR\n",
      "VAAVTDATFAEETK\n",
      "LVDKYAEK\n",
      "ADVVTTSVNNGDQLSK\n",
      "PPQISAEVLK\n",
      "LQDEFRPIPHK\n",
      "SYEAQNITVLEGLEAVR\n",
      "KVLGKEPTK\n",
      "LTGEQTIGVFTGK\n",
      "KPNKNKQWFKK\n",
      "TFGGHEHGR\n",
      "LAEKDCEK\n",
      "SENQQALK\n",
      "VMTATDAETGEQCVVHVDK\n",
      "PTPAFISIEGSNQGK\n",
      "PVTGSTCDAVK\n",
      "THVINLDGEHLTLEDVIAVAR\n",
      "AADADYSGENLK\n",
      "VGEQIWLR\n",
      "ATVDDLDKIVTR\n",
      "ATFNLIIVSAER\n",
      "LDSTHSVYSTDLD\n",
      "PDLDAHLVGEGIAR\n",
      "PAEAAKPAEATPAQEQADYNK\n",
      "VGNALHNPVGTGLIGISLP\n",
      "AGYVVVGTQWGDEGKGK\n",
      "VLGKEPTK\n",
      "VGELLSVHVIPR\n",
      "TYKDREELR\n",
      "KRFREQHK\n",
      "KLVLNHCELIRP\n",
      "AIEVGNIIDGTVSGITK\n",
      "PLTLGEIGCAISHIK\n",
      "PADAYWGIHTLR\n",
      "SYLLTSMEEVRK\n",
      "AQDIPEAAEAAD\n",
      "KLVLNHCELIR\n",
      "FIEKEELKK\n",
      "SIFTMGIDVGSTASK\n",
      "SIITDVYAR\n",
      "AFYLASTGR\n",
      "MTEATSMSK\n",
      "IVYSPLHGVAAR\n",
      "FVAEVFTGSPGK\n",
      "VGLISVHLFRPF\n",
      "PSFDIVSEITMHEVR\n",
      "AGYVVVGTQWGDEGK\n",
      "PCQSVAILGSAGK\n",
      "PAEQQVQAGGK\n",
      "PYQQAYER\n",
      "SLQQQIDTLR\n",
      "ILFSHLGR\n",
      "NTSISEIQR\n",
      "ATTCGLTEFVGTSK\n",
      "DSVISTGLQYR\n",
      "QMDAAEREK\n",
      "TDSIHSSITPVNIEEELK\n",
      "DALGLDPAVYELLKEPQR\n",
      "TENNKPESQSIDEQSNNVEALLR\n",
      "DFHVVAETGIHAR\n",
      "YFSLIDMNSDR\n",
      "PIPVVITVYADR\n",
      "EAEAHQGPSIIIAY\n",
      "HTPFFSGYR\n",
      "LENNTFYLR\n",
      "LVSKDLSR\n",
      "FLVPGIVYGK\n",
      "PTIAPNPLVLVDGSSYLYR\n",
      "PFITDVLAR\n",
      "SGQMEHYLFHR\n",
      "PSSLFVQLVTK\n",
      "ATYTTSDFKPGLK\n",
      "YYGAPDAER\n",
      "PNVISETIEAVSASR\n",
      "DLIEGDLTVGQAR\n",
      "STNLEVGIVGLPNVGK\n",
      "LNPASYFMSSVPIHFD\n",
      "IVIFGAGLGK\n",
      "SEIKEHMK\n",
      "LTNEQIIEAIASK\n",
      "AILSSDPSAK\n",
      "PLSVPQGAIGLFTR\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "HNVWLEPVKDAK\n",
      "ELLPLLEQTVQMSK\n",
      "IVPNTTGAAK\n",
      "TSVVVVGTQWGDEGKGK\n",
      "AQYSANFNQAK\n",
      "TLEVWQHIR\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "SGQTTSEYIGHHLSFLK\n",
      "LLTTPGISLETGEYEK\n",
      "IDIGRIDGTK\n",
      "AQMTMIQAITDALR\n",
      "SNIYDLANELNR\n",
      "KREAEEYMQASR\n",
      "PFLINEEELK\n",
      "MGENPDRK\n",
      "SSGLYSTEK\n",
      "HTPFFSGYRPQ\n",
      "ATELLENTIATLK\n",
      "CAVQWPNVR\n",
      "VEKPVIVYR\n",
      "PTINQLVR\n",
      "LEEKDYVK\n",
      "LVLTAVEGEPSHLWASHLAK\n",
      "SSAFTGFVLLNEAK\n",
      "PLIHVELVEGR\n",
      "SNLYDTANQLER\n",
      "AYLISEEAQDLLK\n",
      "KLVLNHCELIRPF\n",
      "TTQTQDNDVLLTMTDVSK\n",
      "TAGLQPSDLIIVAAR\n",
      "PAIFFDTVR\n",
      "PGSITPHTDFESEVYVLSK\n",
      "PIITLPDGSKR\n",
      "MSPQLAYLTD\n",
      "PIITLPDGSK\n",
      "ALIQLTTEELR\n",
      "VMTDPIADMLTR\n",
      "YKLKMPQK\n",
      "QAGDKILLETIK\n",
      "TDHILFIASGAFQVAR\n",
      "SNTNELTVDVR\n",
      "CGIVGAVAQR\n",
      "VGFINVHLFR\n",
      "GIEEQLGEIVIAPR\n",
      "SNLQQVIEAAFEKR\n",
      "TYQDNFQK\n",
      "GLFDFVSDIGKK\n",
      "PSDLIPELQGR\n",
      "MKKINRTKMIIK\n",
      "PVLEEEILR\n",
      "PGVTLLDHSSDASHNR\n",
      "APYTLDEAHR\n",
      "ISAFIVEANTPGFSIGKK\n",
      "PLSYGGSQGR\n",
      "AVVGLFYGSDTGNTENIAK\n",
      "ETGKYEMKGEGR\n",
      "HEGAIQTHEK\n",
      "PGLLVTQSVHK\n",
      "LVLNHCELIR\n",
      "DTAPGQHGAR\n",
      "IIGNEAPALDGKPHPSK\n",
      "GTLIILEGGDGSGK\n",
      "PDVAEELFAK\n",
      "FLPAVIEK\n",
      "IVTAGHVDHGK\n",
      "ATSMVIGTQWGDEGKGK\n",
      "GLYAEGDLGLSR\n",
      "SYLLTSMEEVR\n",
      "HLVKVEEV\n",
      "ALEIFEYLEK\n",
      "ATNYIFVTGGVVSSLGK\n",
      "HEPQFLEVNR\n",
      "STFYVPAINLIGK\n",
      "PAPFLGLK\n",
      "TFDEQVVR\n",
      "PDGSIIETPITANFR\n",
      "ILDCPISVVSVGPDR\n",
      "TTLNTPAAAAPAK\n",
      "FAISSENLAK\n",
      "PAVAEDLAVAR\n",
      "MGDDAPFSALAFK\n",
      "SSFFVAGTDTDVGK\n",
      "SNIYDSANELSR\n",
      "HTPFFANYR\n",
      "VNVSIHTAK\n",
      "FGSKEEMK\n",
      "AQGFYELK\n",
      "AYTTFSQNK\n",
      "PFVTWDVIR\n",
      "SEITTLQPQLLWK\n",
      "YATNIITCFAR\n",
      "QTIAELNKK\n",
      "AAEQLGEIVIAPR\n",
      "SLNIETTQGLER\n",
      "TGENLLVLLEGR\n",
      "AQVQYYGTGR\n",
      "ALASLAMLTGNLGK\n",
      "AYYPAEPFR\n",
      "SNNIPAELK\n",
      "FGHQSIASPILGTLTYNAK\n",
      "CTTLLVGK\n",
      "PIIFPISNPTK\n",
      "TSDKFIVR\n",
      "PGDPIGSAGPTTSGR\n",
      "PLQTQSISPSR\n",
      "PAVNPGISVSR\n",
      "ANSPVMTVEVLR\n",
      "AVAQYYGTGR\n",
      "TQTVYFGTYTR\n",
      "ADSVTTSVNNGDQLTK\n",
      "TNSVFQGR\n",
      "SNLQQVIEAAFEK\n",
      "PSPTGYLHVGGAR\n",
      "TAQIQQLTSELTLER\n",
      "PSDSLSVER\n",
      "MRNIYKYIDK\n",
      "STLNALGMIETK\n",
      "TDLSVTTDK\n",
      "SQYEFIDKR\n",
      "RSVNLLKPLLK\n",
      "LTAAMVGGEPMR\n",
      "KLDYKGEVK\n",
      "PYSTLTEFIQHSK\n",
      "CQRRQPSGNVK\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "SETPVTENAYGASSIK\n",
      "ATWSNICR\n",
      "LGKLEEKDYVK\n",
      "KQLQNMRMIYYIPPK\n",
      "STHPIHVFSEIGK\n",
      "TEAAALAAHK\n",
      "LTDPIADMLTR\n",
      "PVANVSNNNANTASAK\n",
      "AVINFEIFK\n",
      "TIATFGQK\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "SNQNVYDTANQLER\n",
      "VIDRFDAK\n",
      "SEPLFLQSVMHEK\n",
      "GLFDKLFGSK\n",
      "AVDKFEYR\n",
      "SENIYGIHAVNSILANSPER\n",
      "AEQLTDQALVER\n",
      "VGEVVSTHVIPR\n",
      "VYIEGATVGLEK\n",
      "PATILANYLR\n",
      "SQELIQAVMVLTK\n",
      "TTNYSAQEITVLK\n",
      "AIIIGADAAGNK\n",
      "EFMKKYGVK\n",
      "MDYKEDIKR\n",
      "PEYNIALGQR\n",
      "SNTILQHLPK\n",
      "QIEKDFGK\n",
      "PTLSQLVK\n",
      "VGLLTVHLYR\n",
      "ADNIDIVFLKPTK\n",
      "GDGNVVAAAR\n",
      "PGVIHVSAR\n",
      "VAADFGQEVADKVR\n",
      "SLEILDQLEEK\n",
      "ARDITSDDWPAR\n",
      "SEQNQQPEVAAEEQQEAVLQIQR\n",
      "VVTGTSTGHPVR\n",
      "NEHGLHAR\n",
      "SNALGMIETK\n",
      "PAVYELLKEPQR\n",
      "QEEMKEIDKK\n",
      "SESFAQLFEESLK\n",
      "SIQSLLNTLEQK\n",
      "THENVIEMR\n",
      "LMPIEDVFTITGR\n",
      "SDFTSILLR\n",
      "YAAAGAEYR\n",
      "SYANEINTLNQHLADTNK\n",
      "GLISYIEEK\n",
      "ETGHVGVISVGWD\n",
      "VVFTGASVEEAIQEGLR\n",
      "PMVFEIDKDLK\n",
      "SITVNQIVLHQLVK\n",
      "EAGVPILEPVGGH\n",
      "SDVFHLNLTK\n",
      "PTISQLVK\n",
      "SNISTDLQDVEK\n",
      "SLTVDSGQTLQR\n",
      "SQAQYAGTGR\n",
      "SNVISVEQIR\n",
      "AASYSGAGFAYPVR\n",
      "KEMSKYAPR\n",
      "PVDIESAVK\n",
      "PPGVLCVVPGER\n",
      "AATDAGAAAAENVGELVSVHVIPR\n",
      "GPITPEADEVLYKK\n",
      "GILALHSK\n",
      "TDIQDVISPK\n",
      "AVIEQVIAR\n",
      "PTTGTILFEGK\n",
      "DPKDPEKLIDR\n",
      "SEHHTLSTTLVHAGR\n",
      "GLIANYNCISDESLK\n",
      "SESPELLPVTEK\n",
      "LVDKYAEKR\n",
      "AITSLEIKDK\n",
      "SVIEINHPLIEHK\n",
      "TIPKLPDK\n",
      "TNNLEWTQAILR\n",
      "TDINTVLAELKR\n",
      "AQVTATIASK\n",
      "RYPRTRVRR\n",
      "FPLCFIAEGEAK\n",
      "TAQIFEQVK\n",
      "PLASGQQQVK\n",
      "NIEKDFGK\n",
      "ALNLQDKQAIVAEVNEAAK\n",
      "SQFFYIHPENPQAR\n",
      "SVIPMVVEQTSR\n",
      "SEQLHSINEVLQDLK\n",
      "YLLGTSFAR\n",
      "STQFVYTMHR\n",
      "VSMYEYAR\n",
      "SGFVTIEDLK\n",
      "PITDWAAYEK\n",
      "TLNPLASGQQQVK\n",
      "PFYFSAEK\n",
      "LIHVELVEGR\n",
      "ANDKFEIK\n",
      "AEFTLSQVLEATK\n",
      "PAPAAAAAPVPAGAETVK\n",
      "GYTVDHAAITLEELR\n",
      "SSIKDIER\n",
      "VMTDPIADFLTR\n",
      "AGNGQGVQSQDIIK\n",
      "AGALTELVQQADK\n",
      "IILAHPDLTR\n",
      "LMATLGISAQK\n",
      "PFLINEDELK\n",
      "YIANSGYTNVCR\n",
      "PILEPVGGHAVFLDAR\n",
      "FVYSPLHGVAAR\n",
      "VINIHHSFLPAFIGAK\n",
      "AITAITSVQEFDEK\n",
      "GFLEVETPLMHPILGGAAAK\n",
      "AAIRPFLINEDELK\n",
      "AITAQMVK\n",
      "SANNKLDLK\n",
      "ATITAALVK\n",
      "THSVFQGR\n",
      "TQVLENVK\n",
      "TQQYSIDTLLAQAGNR\n",
      "SMQDPLADMLTR\n",
      "MTTNNTVK\n",
      "TTQLDSLR\n",
      "NAVLAPGDLVLFDR\n",
      "ATSMVIGTQWGDEGK\n",
      "ATLTINTDEK\n",
      "PIIFPLSNPTK\n",
      "GNDKLDVR\n",
      "ANANALGMVETK\n",
      "EYHVIAETGIHAR\n",
      "FDTVAQELAAGGK\n",
      "PNFLLVPIGTK\n",
      "FVVKDYAK\n",
      "PALGVGAGNVPAYVEK\n",
      "TNFNELQEETR\n",
      "ASKDFHIVAETGIHAR\n",
      "EVKSIHDLK\n",
      "TNYAIILAAGK\n",
      "LDTIDINK\n",
      "ASDKFIVR\n",
      "LSGEQTIGVFTGK\n",
      "PSAVLVNEVKK\n",
      "SLANIDEANENAVR\n",
      "TISQTELNQQLK\n",
      "AELELVCVPTR\n",
      "TIQHQILQK\n",
      "FSGADALGPLIQGLAK\n",
      "ELFKDEVR\n",
      "PATAFTQLAAK\n",
      "NYYGAPDAER\n",
      "PATLLVQAASK\n",
      "PIEVGGSLGR\n",
      "VGFINVHLFRPF\n",
      "AVPTFVVDAPGGGGK\n",
      "ATEQLGEIVIAPR\n",
      "VGELISVHVIPR\n",
      "PHEYEPLPEDVKK\n",
      "MTSGLNNSDLIILAAR\n",
      "PGSIKPHTK\n",
      "YSDKVVTK\n",
      "GFFDFLKPR\n",
      "PCLVLEQGYLR\n",
      "EETAHNESAHAK\n",
      "PTVATYNQSGVK\n",
      "AFLPGSLVDTR\n",
      "NANEIGYPVLVR\n",
      "PVDLHISGLEK\n",
      "GLINYIHEK\n",
      "GITTDGKPHFDK\n",
      "SDASDNKGAAVK\n",
      "TTEHFEELNDQQIIR\n",
      "WKSDKEGLK\n",
      "PDNIIEVVDNGR\n",
      "ALTAGIVGLPNVGK\n",
      "SYPLEEVNK\n",
      "PNIASQIK\n",
      "LLDNAVADLAAISGQK\n",
      "DFHIVAETGIHAR\n",
      "SILPLGTIVYLK\n",
      "YAAVYEIIR\n",
      "PFITHHNALDVDMYLR\n",
      "IYDKWMTK\n",
      "PLVTTTEMFKK\n",
      "YEVNQVKNPSR\n",
      "HYSDDVVEAF\n",
      "SMTNYIIVMK\n",
      "PGSIHPHTNFK\n",
      "PSAVLVNEVK\n",
      "AGHDVQYGK\n",
      "TLSLIVATTK\n",
      "PENITDGVAAVR\n",
      "ATINQLVR\n",
      "ANANALGMVETR\n",
      "GQVIAKPGSINPH\n",
      "MPAGEFLK\n",
      "PAGGGYHSISPTILIAHK\n",
      "DLLKEFGK\n",
      "AVITAALVK\n",
      "PLLQVENLSK\n",
      "PIIHVELVEGR\n",
      "SGIVSTYR\n",
      "PIQLPFIPHEDPR\n",
      "GQTFGGYSVEDLQQR\n",
      "SETVFEPTDHPHR\n",
      "TTSLPWYK\n",
      "PATLLVQTASK\n",
      "VGLISVHLFR\n",
      "PAGTGFAYHQGR\n",
      "NANVAVAGYTDR\n",
      "PYITDVYAR\n",
      "PIEGHKPAAAILR\n",
      "PVNIYEVHAGSWK\n",
      "PAPFLIHQESDVIVR\n",
      "DHVKVEGR\n",
      "PATLLVNTASK\n",
      "LAESWERPDDK\n",
      "ALIYDNRPYK\n",
      "LSELYGGR\n",
      "NIINVLEQEQLR\n",
      "FYNFGNLGSSK\n",
      "SYAYDTIADIIR\n",
      "SLLDDILAHNR\n",
      "IVGDGIAIRPTGN\n",
      "SILVCGGAGYIGSHVVK\n",
      "ASKDFHVVAETGIHAR\n",
      "ALTSLEIKDK\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "IVPTHQGR\n",
      "YVSDQENPPAEVR\n",
      "AQVTAQLVK\n",
      "PIVSYNWK\n",
      "PHSEVELILPK\n",
      "IIGEPSEFDQEEVEQLAK\n",
      "PLADKVAEQK\n",
      "PIVEHIQEAAK\n",
      "DENIAFINAGYLFQNHPDR\n",
      "PAQSAVENKPK\n",
      "TILGTALTPNAIK\n",
      "PAQNISAVGHGK\n",
      "AELSYEEELR\n",
      "PATILVQTASK\n",
      "LVNTVVGFIGPEYLYDSK\n",
      "AVLAPGDLVLFDR\n",
      "TTPFKPELLSPAGSLK\n",
      "PLFAALDVNAK\n",
      "TYQENYQK\n",
      "GLFSGLLGNASQK\n",
      "IDGHDGMGQLLGHK\n",
      "SIHIAAQQGEIADK\n",
      "EMVYKPVEQPVEAPNPNLK\n",
      "SEQEQQQPIFNVER\n",
      "SIDYTPGPLLDAAR\n",
      "MLPTFQVAYKPTDFVK\n",
      "SQTNELEIMER\n",
      "LVQVAQQQADAQQAQSNSK\n",
      "PIVLDVFAER\n",
      "SNANALGMVETK\n",
      "IILLEPTLQEAISR\n",
      "PLGGATEVLGGHK\n",
      "MMGIRPER\n",
      "ADNSNVDIVFLKPSK\n",
      "PAEATPAQEQADYNK\n",
      "SDAFTDVAK\n",
      "GLLDDVTGK\n",
      "TELNTVKPDESGK\n",
      "YWTEKEVEEKEER\n",
      "MSASNQTPSSR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_769ns.csv\n",
      "Retrieving GO terms for sample: 852ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "AEIGVLEGYK\n",
      "ELGNIYGFDISK\n",
      "VFLNHGQHR\n",
      "LPKGMGRGF\n",
      "SGFGLGFER\n",
      "ATFYVPSVNLIGK\n",
      "KMYTISGLIAYVNYSTLFEK\n",
      "SIVIGADAAGLR\n",
      "LVYVLNCSGVK\n",
      "FVGHTIAVHDGR\n",
      "PHSDVEAILPK\n",
      "KEYHVIAETGIHAR\n",
      "IDPLAVYFEAR\n",
      "PLTEDVVKPDQALFDSLCNGFK\n",
      "SVYQFSLPTK\n",
      "LLDQGQAGDNIGVLL\n",
      "DIFLLSPDEGAK\n",
      "AIGVAHPVSILVDTFGTGR\n",
      "SQEFINPSDGVIR\n",
      "AEFETTFADLGLK\n",
      "PEQNYGAQNIQVLEGLDAVR\n",
      "SQWITEEQTPHLR\n",
      "PIYDAAAK\n",
      "SSGLYSTEKR\n",
      "FLFVGPTGVGK\n",
      "AFLPGSLVDVRPV\n",
      "ESFAQLFEESLK\n",
      "SLVTQQPLGGK\n",
      "SVVPVADVLQGR\n",
      "EVVLFVGR\n",
      "SRPTIIINDLDAER\n",
      "PGTITPHTK\n",
      "LEEVGASAEVK\n",
      "QSTNDAYPTGFR\n",
      "TSHVEYETANR\n",
      "ALNIENIVAELK\n",
      "PSTDAAEVLGNISR\n",
      "ILEIYNALRPY\n",
      "SAQPVDLQIFGR\n",
      "VLFTGSTVEEAIQK\n",
      "WDEFQDFLTGEVR\n",
      "AEPLAAMHPLFRAEVR\n",
      "SADNSSLVDTDK\n",
      "SLGALYVVSGPSGAGK\n",
      "SHPINVFSEIGK\n",
      "AHPIQLPIGAEDDFR\n",
      "VFATGGIGGVH\n",
      "SVPAGSTVLIDR\n",
      "TFSFDTAAAQGAIIK\n",
      "PVILEPVFK\n",
      "SNQIIHTSDAAFEKDVLK\n",
      "HGLPLSQAFLWS\n",
      "MFQQEVTITAPNGLHTR\n",
      "HHIISNASCTTN\n",
      "SNNTIISFENVNK\n",
      "MLLSPATK\n",
      "TQPLHPQTLAIR\n",
      "SYVWETDNLVK\n",
      "KAPSTPWGK\n",
      "PISAVIDGHDGMGQLLGHK\n",
      "TQETALGAALK\n",
      "IDAPGHADYVK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "PLTDSDWEIAR\n",
      "SEQLTDQVLVER\n",
      "SAFTPASEVLLR\n",
      "SQPKQTIK\n",
      "ALELLTPFTK\n",
      "NYVPGQHGPNN\n",
      "SNILIINGAK\n",
      "PAESFVPHNLAGEGPR\n",
      "PLVTTTEMFK\n",
      "YFDKVPMK\n",
      "ELGHEFGTVTGR\n",
      "HVGMHIVASK\n",
      "EFHIVAETGIHAR\n",
      "SMQDPIADMLTR\n",
      "GLTVADLQELR\n",
      "LADGAIALDYEFKR\n",
      "VAAVTDATFAEETK\n",
      "LTYIFGIGR\n",
      "ADVVTTSVNNGDQLSK\n",
      "HMPASAAIIR\n",
      "TIPGEVWGGAVQK\n",
      "PELPEVETVVR\n",
      "TPMTPQAKVAEAITR\n",
      "SYEAQNITVLEGLEAVR\n",
      "PGMIIGQGGK\n",
      "VMTDNGWFAAR\n",
      "MFAVIFGR\n",
      "LTGEQTIGVFTGK\n",
      "STAYTTSVENAMGIVVPER\n",
      "ATYYSNDFR\n",
      "PATITPHTK\n",
      "LTSHNVMPR\n",
      "TYVNLWDAEAK\n",
      "VLDSAVAGDNVGALL\n",
      "SQVQSGILPEHCR\n",
      "VEMQLNHIHKK\n",
      "AMGSDVGQSPELVEK\n",
      "PSQLANAIR\n",
      "TTDALVPITPAIIDAVQGGEEK\n",
      "PIAESLEAHEDVK\n",
      "GLPFVIDLEGDTTK\n",
      "EELLAIAPVFGQK\n",
      "VGELLSVHVIPR\n",
      "VLGKEPTK\n",
      "AIEVGNIIDGTVSGITK\n",
      "VMHPVCGK\n",
      "AASTMEIGQYEEVPPNIAQEIIEKR\n",
      "SRDQLVGQQVPNVTFHT\n",
      "SQEILNSVLAIESEAK\n",
      "PDKPITAKPAGTR\n",
      "LNPAEISELLK\n",
      "PPVITVMGHVDHGK\n",
      "SIITDVYAR\n",
      "AYNIPDSYK\n",
      "YHHTGHIGGIK\n",
      "TTGTLADGCDVSR\n",
      "GFTEETVR\n",
      "HIAHDFTDPLTWSHN\n",
      "FVAEVFTGSPGK\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "AGYVVVGTQWGDEGK\n",
      "SETVVFSQLSR\n",
      "FVYYLGPTPAK\n",
      "SEPLFLQSVMQEK\n",
      "PGGQGVEINGK\n",
      "AQNVVVVGSQWGDEGK\n",
      "SAEHVLTMLNEHEVK\n",
      "RIQNVEGVEVT\n",
      "TICTVSDHIR\n",
      "PIELPFIPHEDPR\n",
      "VLVLDYDGIETPK\n",
      "PGNINAWDNEDFVK\n",
      "PSDLLPELQGR\n",
      "VVLTPTILR\n",
      "DFHVVAETGIHAR\n",
      "LDIDLLNSFWHDR\n",
      "SAIIDIFAR\n",
      "YFSLIDMNSDR\n",
      "EVVEDLHILK\n",
      "SNSYDSSSIK\n",
      "HTPFFSGYR\n",
      "PTGDTTGYLANPK\n",
      "AFHPSAQQSSAHAAQIVR\n",
      "PFITDVLAR\n",
      "PALDLIRPSVTAMR\n",
      "CGIVGAIAQR\n",
      "VLHATQELITLGLAKPILIGR\n",
      "STPEEAVEAYAK\n",
      "STNLEVGIVGLPNVGK\n",
      "AVQQNKPTR\n",
      "EYLLPFEESEFD\n",
      "SNVPAELK\n",
      "IVIFGAGLGK\n",
      "PGQSHSLK\n",
      "YGSTNPINVVR\n",
      "PLSVPQGAIGLFTR\n",
      "ADLSQQLAQWQHTAR\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "LVNTGWNGTGK\n",
      "YFDKVPTK\n",
      "VEMQLNHIHK\n",
      "PAGTGYAYHQDR\n",
      "SMHDPISDMLTR\n",
      "TNTSFSIEQFSLK\n",
      "VIFYQLTELAR\n",
      "TQFQIANLDVK\n",
      "SLNLVSEQLLAANGLK\n",
      "SDDVALPLQFTEAAANK\n",
      "TDHQLKPFEEIDLAER\n",
      "NNDTGGDHPMPGTR\n",
      "YAPSPTGLLHIGNA\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "PADVLTSVAYYTK\n",
      "VDLKEDGK\n",
      "VLIFPTLSAGNIGYK\n",
      "LITHLHGGK\n",
      "SNIYDLANELNR\n",
      "LDVVEIPTNRPIQ\n",
      "AEETIFSK\n",
      "PIFSVADLGIVGDLHK\n",
      "SSVVVVGTQWGDEGK\n",
      "PFLINEEELK\n",
      "PVDTIGQYDATK\n",
      "IAHGCNSILATK\n",
      "FINFIGQLQSTAH\n",
      "SSGLYSTEK\n",
      "SLAELVVFGR\n",
      "VINALAMLASK\n",
      "HTPFFSGYRPQ\n",
      "TDLIQRPR\n",
      "PTINQLVR\n",
      "IPSNKDELISEIK\n",
      "SNLYDTANQLER\n",
      "AYLISEEAQDLLK\n",
      "SSVDILVPDLPESVADATVATWHK\n",
      "LFYGLGADGTVGANK\n",
      "RGVDCTVGLNGKGVMR\n",
      "SQVSAEFIPTR\n",
      "SLVPVVVEQTNR\n",
      "FSGEDATPALEGADVVLISAGVAR\n",
      "PAIFFDTVR\n",
      "YSQDKLNQYSK\n",
      "SAIITFEHPLSER\n",
      "FKENEYNILEK\n",
      "ANLCEVCGK\n",
      "PFIPETIDGKPWESYPTEK\n",
      "TNFSPIYNGK\n",
      "PTLLYSLITNVR\n",
      "PAYISQGWGPQR\n",
      "KNVFCEKPLSKSYK\n",
      "SLLNVPAGK\n",
      "ALIQLTTEELR\n",
      "VMTDPIADMLTR\n",
      "IALHNGGGVGIGK\n",
      "APAQADDWLPEAQR\n",
      "SNLIIEDIETGSGK\n",
      "PGEDTLTPSLDLVGK\n",
      "VIPAELRPMVQLDGGR\n",
      "AVTNVAELNALVER\n",
      "PITAADIR\n",
      "HGGFNLGSIGGAAALL\n",
      "LVHTLNGSGLAVG\n",
      "PATLSTGAVVK\n",
      "GIEEQLGEIVIAPR\n",
      "LGEHNIDVLEGNEQFIN\n",
      "LLGSNAAAVVR\n",
      "ATHPIFSGNAANNLR\n",
      "SEQNNTEMAFQIQR\n",
      "FDGQGNYNMGVR\n",
      "IGGAQINPYGDLNSTIIGDDYVKPK\n",
      "PSDLIPELQGR\n",
      "EAHLLGIPVFA\n",
      "PLHIPANANTPK\n",
      "IPETIDGKPWESYPTEK\n",
      "PVAETLQYLPLDR\n",
      "SDQDYYQTLGVSR\n",
      "SLTHLLMMSDITPVYLKPT\n",
      "PALGVGPGNGPAYIEK\n",
      "LIHPIAMDDGLR\n",
      "PLSYGGSQGR\n",
      "SQDPFQER\n",
      "ANPELLEEQREETR\n",
      "NFHLLTQVPR\n",
      "LREEVSEQY\n",
      "SITPNDIHNK\n",
      "VGDVVVIAEGR\n",
      "QTRPAVINALAM\n",
      "EHVGGGLVTVLV\n",
      "STSEILAHTK\n",
      "GAFYQALRSEK\n",
      "IVTAGHVDHGK\n",
      "RDLQVIFQD\n",
      "TDHILFIASGAFQVAK\n",
      "KADKLETR\n",
      "TFDEQVVR\n",
      "GILDEVTGK\n",
      "AYVGVDPVKEPIPVRPTAH\n",
      "NMFALLGKPGFE\n",
      "SNQAPFPAIAPGLFVSPQISR\n",
      "QAMENLGIKPIIK\n",
      "PIEGHKPAAALLR\n",
      "IGGIDNACFEEAYIR\n",
      "ETGIDPANLDEVIVGNVLSAGQAQGVGR\n",
      "TEQFFDKELAAR\n",
      "SNIYDSANELSR\n",
      "PAVQFGGR\n",
      "HTPFFANYR\n",
      "SALLALSPLDGR\n",
      "VNVSIHTAK\n",
      "FLGGVAFGTLGLK\n",
      "SNFVPQNSYSK\n",
      "PFVTWDVIR\n",
      "VLHATQELITLGLAK\n",
      "IIAAHGNSLR\n",
      "NLLIMGLPGAGK\n",
      "HIEADSPMSEVVPTVYG\n",
      "SATAVTPVSESLFK\n",
      "SAGGIVIQDIR\n",
      "YATNIITCFAR\n",
      "TRGIVGESFFNNAK\n",
      "PVITLPDGSQR\n",
      "TLVYQSTR\n",
      "AFTPTASLK\n",
      "PVVSGAEFLK\n",
      "LFDNYEDWAR\n",
      "PAIGVGAGNTPVVIDETADIKR\n",
      "AENQYYGTGR\n",
      "SVHINATK\n",
      "MLVCGDKEVEAGK\n",
      "SNNIPAELK\n",
      "PVNIPLNDAETQK\n",
      "TSDKFIVR\n",
      "SNQVVFDK\n",
      "SEQHAQGADAVVDLNNELK\n",
      "PAVNPGISVSR\n",
      "YLAPVSAAHRDER\n",
      "AVAQYYGTGR\n",
      "TQTVYFGTYTR\n",
      "TNSVFQGR\n",
      "SNVTHQPK\n",
      "STLNALGMIETK\n",
      "ANIYDVANELSR\n",
      "MAINPEFFGDPAEIKK\n",
      "FAINAPILAGK\n",
      "GDYANPKNIK\n",
      "AMAAANGGPHPR\n",
      "SEQITSAK\n",
      "YGCDISRPA\n",
      "TTSVFQGR\n",
      "AFIIKPLVTEK\n",
      "ILTTGATSD\n",
      "PYSTLTEFIQHSK\n",
      "MAINPEFFGDPAEIK\n",
      "STHPIHVFSEIGK\n",
      "ESPQPVPTLNDQMAR\n",
      "LLGLEVQDLDEGK\n",
      "AVINFEIFK\n",
      "TIATFGQK\n",
      "PAISLTPEQLK\n",
      "RPGSMGGASFPS\n",
      "IILRPQEISNNPGIA\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "DVKFKEAHTRETFDK\n",
      "RSWSDDGDRRGDRR\n",
      "LIPTGTSVGLTSVSLGVIR\n",
      "TVQIMYGEELGIPR\n",
      "GNNVVVLGTQWGDEGK\n",
      "PHGDLEEVFPISFK\n",
      "PTAEAEEIK\n",
      "PGTPAADMVDDVPEEEKK\n",
      "TQTLSQLENSGAFIER\n",
      "TLSPYLQEVAK\n",
      "ATVNQLVR\n",
      "PASTTNTNSGIPDIPVFMK\n",
      "AIIIGADAAGNK\n",
      "NNIFNNIEKEAK\n",
      "IGELVSVHVIPR\n",
      "IAPALVGHCVLDQR\n",
      "PTLSQLVK\n",
      "MAYFTATPK\n",
      "GLTVADLQELRK\n",
      "TCVHVALAAR\n",
      "VLDVIDELDYRPNAVA\n",
      "AIADLDKQPDSVSSVLK\n",
      "AGVINGYPDGTFK\n",
      "VCPVCAHPQA\n",
      "VAADFGQEVADKVR\n",
      "VPLGVIGVIYEAR\n",
      "AIELLTPFTK\n",
      "VLAAGIGSR\n",
      "SESLHLTR\n",
      "VLSAGQAQGVGR\n",
      "SNALGMIETK\n",
      "PLHQVQADLK\n",
      "PVHVLTPIASVR\n",
      "LLELNENDPGIFVTQSVHK\n",
      "NAIQESFTDK\n",
      "HTPFFTGYRPQ\n",
      "LIGFGNFEVR\n",
      "SQYEFIDK\n",
      "VPSLFVESSVDDR\n",
      "NSEALGMIETK\n",
      "GIDKQEIKR\n",
      "AILAFQKPDK\n",
      "YTVPTNQVQTPAQR\n",
      "PGVPESFR\n",
      "AVNIEDIKK\n",
      "FVAPNWKPQESIAIFTKPGCPF\n",
      "TMSAESTR\n",
      "CGYVHVGEEAPK\n",
      "PTISQLVK\n",
      "SNISTDLQDVEK\n",
      "IIAIVPPK\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "LQQVGDKPR\n",
      "INVGDVLVTTASVR\n",
      "KVLDSAVAGDNVGALL\n",
      "AVIEQVIAR\n",
      "SFVVIIPAR\n",
      "LLIFDHAQR\n",
      "AYTTFSQTK\n",
      "AGAPFGPGANPMHG\n",
      "TDITQLLGK\n",
      "AIGIAHNLISACIDNHINSGNALGIDITK\n",
      "NSLALISVNDPELMVSK\n",
      "AITSLEIKDK\n",
      "SVIEINHPLIEHK\n",
      "SLTHLLMMSDITPVYL\n",
      "PYVGEPGNFQR\n",
      "STSEALGMIETK\n",
      "PAFVSFDAEK\n",
      "SIRPLHDR\n",
      "TVINFDNAIIAAGSR\n",
      "SQFFFNQR\n",
      "TESFAQLFEESLK\n",
      "PLVASDDDPSGR\n",
      "PLLDSFTVDHTR\n",
      "WHPKDAIR\n",
      "SEQLHSINEVLQDLK\n",
      "YLLGTSFAR\n",
      "PQFYSAEEAEELVR\n",
      "GIVRPVNIPLNDAETQK\n",
      "VSMYEYAR\n",
      "SGFVTIEDLK\n",
      "AMTLCAAGK\n",
      "SELQTMQDALDIVK\n",
      "PIGPFYSEEEAK\n",
      "TTPNIIMTR\n",
      "VMTDPIADFLTR\n",
      "TDLTASSLR\n",
      "GLDHFFDK\n",
      "YIANSGYTNVCR\n",
      "VDIGDIPVGTMK\n",
      "TKPIILTGDRPTGK\n",
      "PFLINEDELK\n",
      "GAVQGIAELITR\n",
      "VSDTSLPKPLAPNVVLGAK\n",
      "KPGSINPHTK\n",
      "NQVTEEQSEDFTEK\n",
      "VMVTSHLGR\n",
      "PVLLEPVMK\n",
      "AITAITSVQEFDEK\n",
      "MVDYLANNAYDPHYGAR\n",
      "HTPFFDNYRPQ\n",
      "AAIRPFLINEDELK\n",
      "TTQYGFFIDSSR\n",
      "VNVSLHTAK\n",
      "SMQDPLADMLTR\n",
      "TTDALVPITPAIIDAVQGGEEKAEEK\n",
      "FIFLGPTGVGK\n",
      "SYFSENEIAAAMTVK\n",
      "PMVAIVGGSK\n",
      "ATSMVIGTQWGDEGK\n",
      "PIIFPLSNPTK\n",
      "ANANALGMVETK\n",
      "EYHVIAETGIHAR\n",
      "PNFLLVPIGTK\n",
      "SLSTEATAK\n",
      "PALGVGAGNVPAYVEK\n",
      "PELTEEFIKR\n",
      "SQGVEFNR\n",
      "PVALLSQFLLNR\n",
      "YESTATAPNR\n",
      "HGVDTPIDYLNSHGTSTPVGDVK\n",
      "AHTSLGTWPILK\n",
      "AELELVCVPTR\n",
      "PAWRPNGSVDVQYR\n",
      "FSGADALGPLIQGLAK\n",
      "ELFKDEVR\n",
      "NILDFPFR\n",
      "PATAFTQLAAK\n",
      "TPSKAESK\n",
      "PATLLVQAASK\n",
      "GLANALLISNVIR\n",
      "PIEVGGSLGR\n",
      "ATEQLGEIVIAPR\n",
      "AITGIFFGSDTGNTENIAK\n",
      "SSIDETVLFK\n",
      "LTYVYGIGLPTSK\n",
      "MIHASTSPFYPMFASLDVNAR\n",
      "RNYVPGQHGPNN\n",
      "PGSIKPHTK\n",
      "ISLEQFSELLDNEK\n",
      "YSDKVVTK\n",
      "CAVGGVQPQSETVWR\n",
      "LLDNAAADLTAISGQK\n",
      "KEFHIVAETGIHAR\n",
      "SNPVILEMK\n",
      "EPVDAFFADVMVMAED\n",
      "MLPYDAQQAFIR\n",
      "PTVATYNQSGVK\n",
      "FSSILSQGGTSNK\n",
      "ALTAGIVGLPNVGK\n",
      "SFELPALPYAK\n",
      "LSDAAFDQMK\n",
      "PEFAGRVMK\n",
      "DFHIVAETGIHAR\n",
      "FPSNFLWGGATAANQLEGAWREDGK\n",
      "SILPLGTIVYLK\n",
      "AGTHDSHGAPLGDAEIALT\n",
      "STLGHQYDNSLVSNAFGFLR\n",
      "PLVTTTEMFKK\n",
      "ATNAKPVYK\n",
      "AKDEAAGEEGDLIYVQGH\n",
      "PGSIHPHTNFK\n",
      "ALIEQLVAR\n",
      "HTLAQALH\n",
      "FLETTTPDGPIGK\n",
      "LGPTPAKPGDPIGSAGPTTSGR\n",
      "AVITAALVK\n",
      "HTPFFSGYRPQF\n",
      "PIIHVELVEGR\n",
      "KQLDEGLAGDNVGVLL\n",
      "PATLLVQTASK\n",
      "PVNIYEVHAGSWK\n",
      "ALIYDNRPYK\n",
      "PIEGHKPAAAILR\n",
      "PATLLVNTASK\n",
      "TTATPLTPDEALDK\n",
      "PGAVYLAAVLASHAQK\n",
      "FVAPNWKPQESIAIFTK\n",
      "PASASPAVGYAVK\n",
      "AQVDAGNMPHD\n",
      "SLITDIYAR\n",
      "MLVLPSLMAAIVTQHR\n",
      "AQFPDAPYIAR\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "FLNVHQGPQK\n",
      "HTPFFANYRPQ\n",
      "PFVTHHNALDIPLFMR\n",
      "LVNTGWNGTGKR\n",
      "EVPVSAGDVTIAR\n",
      "TGNLSDEDFAK\n",
      "SYAYDTIADIIR\n",
      "DFLPILEPAVQSGR\n",
      "PSGASTGEHEALELR\n",
      "VGLISVHLYRPF\n",
      "LLSANGYDPVYGAR\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "TAGLQPSDLILVAAR\n",
      "ALLDFFLSR\n",
      "SILVCGGAGYIGSHVVK\n",
      "TNDMFSLK\n",
      "ITSNVVYGK\n",
      "NLLEQIVAR\n",
      "AQVTAQLVK\n",
      "SLTLSDVEK\n",
      "VLGKPQTDPTLEWFLSHCHIHK\n",
      "PIVSYNWK\n",
      "PHSEVELILPK\n",
      "AELATIARPYAK\n",
      "VCGYLSQPNAR\n",
      "IAGEGTYMSR\n",
      "SNIYDTANQLER\n",
      "RTLKVHIK\n",
      "QTIIGDEQPITCR\n",
      "PSVGVNPVR\n",
      "MQLHDVLIR\n",
      "EGLNVLQYFISTHGA\n",
      "QLVSHGHFILNGR\n",
      "QDDGDLLDILNSLR\n",
      "PATILVQTASK\n",
      "SVLQVLHIPDER\n",
      "TNEEIFDR\n",
      "SGPTDIYSHQVR\n",
      "AVQMEYEK\n",
      "GLFSGLLGNASQK\n",
      "TYQENYQK\n",
      "PATQQQQPQPAAAK\n",
      "IVPNSTGAAK\n",
      "ALLQISEPGLSAAPHQR\n",
      "ASVTITGVTK\n",
      "PATILVQAASK\n",
      "SIHIAAQQGEIADK\n",
      "AQDFTVEGGSLGEMHAAK\n",
      "SEQEQQQPIFNVER\n",
      "SEFITVARPYAK\n",
      "VIPIGKPTAE\n",
      "VMVHGALKR\n",
      "WHRDEYKK\n",
      "PLGGATEVLGGHK\n",
      "ADNSNVDIVFLKPSK\n",
      "ITILATGGTIAGGGDSATK\n",
      "FINKPETGAVELESPFILLADKK\n",
      "SDAFTDVAK\n",
      "IVTVAQGAK\n",
      "GKGDPVGYVFPITPG\n",
      "GLLDDVTGK\n",
      "VIVSPETVDDLSAIK\n",
      "TNPLLTPFELPPFSK\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_852ns.csv\n",
      "Retrieving GO terms for sample: 781ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "TNLSTDLHDVEK\n",
      "TVSHDGTAK\n",
      "GAANIVPNSTGAAK\n",
      "TAAEAEAEKDR\n",
      "KYWAILHGNLPNDR\n",
      "LDTAGVADRK\n",
      "PLNHYQQEVGPSLADASPGK\n",
      "SFDVELTSAGDKK\n",
      "VVDSLVTGHR\n",
      "YTEKDVLR\n",
      "AVFKDSDKYEVK\n",
      "SIVIGADAAGLR\n",
      "KEYHVIAETGIHAR\n",
      "PGYSEHQTGLVFDLTDK\n",
      "TLTYSEIMVR\n",
      "TPEEFAHYR\n",
      "IDPLAVYFEAR\n",
      "FLLDTKGPEIR\n",
      "FSHGDHQEQGER\n",
      "SQWITEEQTPHLR\n",
      "RMADGTWK\n",
      "YDHEEFER\n",
      "AVQMEYEKDVK\n",
      "IGYIPETPS\n",
      "MGDKINAR\n",
      "VIDEILSDEKLR\n",
      "SLQEEIIQQLGVKPSIDPQEEIRR\n",
      "PGTITPHTK\n",
      "FDIELTSAGDKK\n",
      "QLTDIPAAPR\n",
      "PELPEVETVR\n",
      "PEYWVAVVKPGR\n",
      "ALTALEIKDK\n",
      "SNTYHFIGIK\n",
      "ALNIENIVAELK\n",
      "TLDRPALLGR\n",
      "CLEKNEER\n",
      "VVPTDGSENAKR\n",
      "SQMNVQIVTPDGLVYDHHAAFVSVK\n",
      "AVEKVNAR\n",
      "VSASVVGHPVR\n",
      "PAESNPTGYATK\n",
      "PLIQSLTEGQLR\n",
      "VLFTGSTVEEAIQK\n",
      "DNRPQEIEFEGK\n",
      "SVGQECSRSDATGR\n",
      "STYFVVGDIHGK\n",
      "TPNVTGFVGSHGNR\n",
      "SMFLDTAK\n",
      "TVEKEVAKDVK\n",
      "SVSFENTATNR\n",
      "TEQFFEKELAAR\n",
      "AQAQYAGTGRR\n",
      "AATDVATFAPSNK\n",
      "STLEIKDLHVEIEGKEILK\n",
      "ALPTIAIVGRPNVGK\n",
      "QYALSGNK\n",
      "PVNIPLNDAEQQK\n",
      "VPSGASTGEHEAVELR\n",
      "TLPTVAIVGRPNVGK\n",
      "LEGMDGKPVVVR\n",
      "NLFKDEVR\n",
      "PWVFSWSQSR\n",
      "LSGGPELAAR\n",
      "YTREKGNSK\n",
      "PELPEVETVRR\n",
      "TELGHIQR\n",
      "YASIDAAPEER\n",
      "PEPERDTEKPLLLPVEDVFSITGR\n",
      "AHASNVGIASQLES\n",
      "IVAVGLPSEMMDLSIVK\n",
      "TEPILQVK\n",
      "TEQFVGQEFDAK\n",
      "KAPSTPWGK\n",
      "PISAVIDGHDGMGQLLGHK\n",
      "VVLKVEEK\n",
      "TSPLLESR\n",
      "SFSFDSASVQGAVIK\n",
      "TNIYDLANELER\n",
      "AVIIRDDKTPR\n",
      "ALELLTPFTK\n",
      "NYVPGQHGPNN\n",
      "AQAQYTGTGR\n",
      "RMQLGAIMK\n",
      "SLTSQLITETFPDLDKVER\n",
      "DPVMLAHLLK\n",
      "PLVTTTEMFK\n",
      "ALEQDLVPIVVVNKIDKPSAR\n",
      "MIVPAGAPTFK\n",
      "AHITFDYSK\n",
      "VVNYGVVGTGYFGAELAR\n",
      "TVDEYIPEPERDTEKPLLLPVEDVFSITGR\n",
      "PAYNLPSAFVIHTVGPK\n",
      "AITALDIKDK\n",
      "VVLKIEEK\n",
      "KVLGKEPTK\n",
      "QMLGEVKPEALR\n",
      "SPYDTPYNTTEEGEKPK\n",
      "QVPGGQHDR\n",
      "SYHDVDSSETAFK\n",
      "TVLSRAPAGGFLQGLPLLR\n",
      "TFAILTDSTADLDQNWAK\n",
      "KPGFEAITEAVEER\n",
      "RVPWLPTD\n",
      "ALDLVTPFTK\n",
      "ITAFTSHIIR\n",
      "TNQLIYTGK\n",
      "APVPAGAETVK\n",
      "TFDAIDQMAVSTIR\n",
      "LDKLDKEAK\n",
      "PAPAAQPAPAAQAQDTRR\n",
      "GQVLAAPGSINPH\n",
      "VLGKEPTK\n",
      "LQMHANTR\n",
      "DEHHEVSTPSDASLR\n",
      "ATFTQYVEAK\n",
      "EKPNKPTEK\n",
      "ANITTSLFQEMVQAGATR\n",
      "VGAHGNSIR\n",
      "TQEWFESADLEK\n",
      "SQFDLNQLSK\n",
      "MKYIIDYCQKIIK\n",
      "SIITDVYAR\n",
      "EPTAAALAYGLDKTEKDEK\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "EKAALVTGHDFWFTATVPGVDK\n",
      "SEPLFLQSVMQEK\n",
      "VMVKDESK\n",
      "QEEKTTKKEEK\n",
      "TVSLDWENLGFSYMK\n",
      "NVFIGQPAVVGAHGIVR\n",
      "ATTCGLTEFVGTSK\n",
      "PSFVGHTIAVHDGRK\n",
      "APAPAPAAAAAPVPAGAETVK\n",
      "VMVKDENKINK\n",
      "EDQLGEVAEYR\n",
      "PVDVLTYSTWK\n",
      "PGQVISVR\n",
      "TVAIDWENLGFAYMK\n",
      "DFHVVAETGIHAR\n",
      "TVALLEGLGPR\n",
      "AQAQYAGTGR\n",
      "PEGWVAPVKR\n",
      "KFMQPVVCISFLKK\n",
      "AGSVIQGENYR\n",
      "KSPLGGRAKENDVLYFVEK\n",
      "IGDKLTGR\n",
      "TTEHMEELNDQQIVR\n",
      "AIYENITELIGNTPIVK\n",
      "LSANARGLGAAR\n",
      "SMPNINVIRPADGNETNAAWKR\n",
      "PFITDVLAR\n",
      "PDQWTSQILAR\n",
      "GRPITGPGSR\n",
      "IVAGAFDYSGQR\n",
      "AFEIIMPK\n",
      "RIPRIWHR\n",
      "VEDGVITATSK\n",
      "QFGDEQVHIWR\n",
      "AAASEIGLDQDTAVMALSAAD\n",
      "HTPFFDNYR\n",
      "LLDKVPSK\n",
      "DSDKYDVKFEK\n",
      "KLEQKEYFR\n",
      "TTFLGNPVTFTGK\n",
      "ANVTLFDQTGK\n",
      "VGDALDLSHALAFTSPK\n",
      "GLGIAIISTSEGLLTDKEAR\n",
      "DVSFRPSGR\n",
      "PEQLADLEEGYRK\n",
      "TSVVVVGTQWGDEGKGK\n",
      "YRMVRTINPWVQAWR\n",
      "ALKPLGDR\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "LLASQGYNPEMGAR\n",
      "VMVKDEGK\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "QGIAQELGIIEIPQLHEK\n",
      "TFKGHGKDEK\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "PCLNMLNR\n",
      "TFIIQNFGPNLAR\n",
      "SYFENFLNANK\n",
      "FPIVLHGGSGIPDDQIQAAIK\n",
      "LVERGDER\n",
      "VSTQEQFEQVQAVKK\n",
      "AEVQTGYTPDMNATATADTATTDDTTTK\n",
      "KIKDKEILR\n",
      "AEFSFEIEEK\n",
      "VLFSGIHR\n",
      "PNYAIILAAGK\n",
      "TIAHVIDTR\n",
      "FTSQSIERR\n",
      "LPYTYLAK\n",
      "PVVFMDTTTGYK\n",
      "ATEQFGDIVIAPR\n",
      "AWTFDEKSPIYLQIAYR\n",
      "IALDGTPNKGK\n",
      "MYVARFFPETSK\n",
      "QSIYPNSLSNQEIDDLLR\n",
      "YGSKEDLR\n",
      "NFSHGDHQEQGER\n",
      "FMSPAVAISER\n",
      "PTINQLVR\n",
      "PVGSASSIVYR\n",
      "ATNLGHVVR\n",
      "TLTTISKEEFTSFANTVSHR\n",
      "AYTEEQIETIK\n",
      "PLIHVELVEGR\n",
      "SNLYDTANQLER\n",
      "YGSKEDLRDALK\n",
      "VTVATPATASVLDIVNADK\n",
      "MNIINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "LKPAVEGAGVAAGGAVR\n",
      "MRMAPRTLSRFK\n",
      "ASASIDKAASK\n",
      "AINAQEISALIKK\n",
      "EVGKIEAR\n",
      "GGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "ALIQLTTEELR\n",
      "PAVVESMKK\n",
      "EAGKAAMLMGCVGITEGAIPFAAAD\n",
      "VMTDPIADMLTR\n",
      "RHGSEVGHEQSQRLMRLAGVSGK\n",
      "GHISFDYSK\n",
      "PVPSHIITPILLR\n",
      "GQVIAKPGSIN\n",
      "ALLSLQQIHK\n",
      "PITAADIR\n",
      "ALTALSTTEDPER\n",
      "NWEKVPGK\n",
      "SLSNQEIDDLLR\n",
      "GIEEQLGEIVIAPR\n",
      "SLKDQLKEDMK\n",
      "NGVIAFDDLTFDNTQVGTHK\n",
      "SQAQYAGTGRR\n",
      "AEIDYSQVTGLVHSTESFGSVDGPGIR\n",
      "TTTITSQDLQAK\n",
      "AFETSVSLK\n",
      "SMSDPIADFLTR\n",
      "SMPNINVIRPADGNETNAAWK\n",
      "FNEALQKLKAPR\n",
      "SQTSVSSQSTWR\n",
      "SITPQEISDK\n",
      "VLAAPGSINPHTK\n",
      "AILVLGGAGYIGSHMVDR\n",
      "ANPTFGDKK\n",
      "TVDLDWENLGFNYSK\n",
      "TAGESHGPR\n",
      "TLLQLQDVTYR\n",
      "AFADDPAVHKR\n",
      "FADLVIWEPAQFGAK\n",
      "IVTAGHVDHGK\n",
      "VNIQEIKDLMSQFDQSSLR\n",
      "ATSMVIGTQWGDEGKGK\n",
      "HLVKVEEV\n",
      "SAVGYQPTLATEMGQLQER\n",
      "PTFIGKPVTVAEDK\n",
      "TINTAHVEYETEKR\n",
      "TFDEQVVR\n",
      "TDIVTLTNLTK\n",
      "ENPTFEESLQELEK\n",
      "TEIFEFKVPDGTGK\n",
      "YWGKEDAK\n",
      "IVEGDSAGGSAK\n",
      "TIATIDIGGTGIK\n",
      "VVEKDAAKR\n",
      "STKPIHVFSEIGK\n",
      "TTIDFTAEVEK\n",
      "KSVNGTADRPR\n",
      "GYTVAVVGATGAVGAQMIK\n",
      "FVVKDHAK\n",
      "SNIYDSANELSR\n",
      "PAIDAGSSVSR\n",
      "HSAILLNYYDIHK\n",
      "ETIRVEPR\n",
      "TLMKEEHR\n",
      "ALEVIMPK\n",
      "TIYNSITELVGK\n",
      "SFYNHKEIEPK\n",
      "GSQGHAHAQNLR\n",
      "PITSLEIKDK\n",
      "PDVYFQHR\n",
      "FVGAHGNSIR\n",
      "TLVYQSTR\n",
      "PAPAAQPAPAAQAQDTR\n",
      "CGIVGVVGNTNATDILIQGLEK\n",
      "LLPVEDVFSITGR\n",
      "SLTSQLITDAFPDLDKVEK\n",
      "EAATDVATFAPSNK\n",
      "QELLAARQRREMR\n",
      "GVDRKDIER\n",
      "PVNIPLNDAETQK\n",
      "TPDQEDAIRR\n",
      "IAEAHDEAKR\n",
      "TFSFDTAAAQGAVIK\n",
      "VGNPSSLHR\n",
      "AVAQYYGTGR\n",
      "ATVSPTVTNLK\n",
      "PVTVNSDNQSLTIGDDTK\n",
      "PVVIEQTSR\n",
      "TAHVEYETAKR\n",
      "PAYASATSEPSR\n",
      "ANIYDVANELSR\n",
      "MAINPEFFGDPAEIKK\n",
      "LAKPGSINPHTK\n",
      "SSMTEFLEHSNIEER\n",
      "TAHDILNNPFLNK\n",
      "LTDAPSSTDDMFEIAER\n",
      "DPASAIAGIPL\n",
      "TLERPALLGR\n",
      "VYTSLSSK\n",
      "GIEDKLNQAK\n",
      "AEFSNEEYLR\n",
      "LISGQKPLITK\n",
      "EFYKQEVK\n",
      "TAFTSHIIR\n",
      "TDYVDLAIK\n",
      "SKPSLTMIAAR\n",
      "AVINFEIFK\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "PIDSHSALER\n",
      "GIFSGLLGNASK\n",
      "AKPGSINPHTK\n",
      "AISSFNIGSR\n",
      "EIVGIKDEIQK\n",
      "MREVGKIEAR\n",
      "VNNVIAEHIIGFDVR\n",
      "VPSGASTGEHEAVELRDGDK\n",
      "NTDETITIYDVAR\n",
      "LPVEDVFSITGR\n",
      "GFLEVETPVLHNEAGGAAAR\n",
      "SFIQVTKEEFNTHAQQVSER\n",
      "TLLALENVTK\n",
      "VIAKPGSINPHTK\n",
      "IGKFYIGITEGR\n",
      "VAADFGQEVADKVR\n",
      "VAKPGLDGHDR\n",
      "PIISIGTK\n",
      "PLFQAFLDSHK\n",
      "AMIALDGTPGKSR\n",
      "VVDKDAEKR\n",
      "TKPNVIEMHDITK\n",
      "VLAAGIGSR\n",
      "AFESLTER\n",
      "ETAVGDEGGFAPR\n",
      "SEVTTQAKPERR\n",
      "PNEVKDLVR\n",
      "PSPTGLLHIGNAR\n",
      "PEINFDDVDKVR\n",
      "NPENQAAFALAEELGR\n",
      "TVVFNTNHDVLDGTETVISGASCTTN\n",
      "NAIQESFTDK\n",
      "VALPWAISAALVRPK\n",
      "AANIVPNSTGAAK\n",
      "VDYLAGAGK\n",
      "PEPERDTDKPLLLPVEDVFSITGR\n",
      "VPGQHGPNNR\n",
      "EEQPTPVNEATVEAIIK\n",
      "LVAKPGLDGHDR\n",
      "SNYAIILAAGK\n",
      "PGVPESFR\n",
      "PNPTNQKPAR\n",
      "SVLEIKDLHVEIEGK\n",
      "DSGSHRDITQHLSQAISMYSPGR\n",
      "ATIQWFPGHMSK\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "TDYYVIGDVHGK\n",
      "VMVKDENK\n",
      "AHIDAPGHADYVK\n",
      "ESWNIDDVKK\n",
      "PADKPSLPESGTYTFTSR\n",
      "VYKPETSGR\n",
      "AIVSAEKFVQAAR\n",
      "LAAPGSINPHTK\n",
      "IYMRRFMRNFK\n",
      "TPAPTTETAETTKK\n",
      "NWLEYISR\n",
      "TNNLEWTQAILR\n",
      "SSLKDIER\n",
      "SNELKPLHFDADYTMEEALAEAKR\n",
      "EVIEDDKQGIIR\n",
      "PAFVSFDAEK\n",
      "ESDLSTTEATVTETSTSEINSQQALR\n",
      "SAVMEQHAR\n",
      "GLFSGLLGNASK\n",
      "MTTIHGYTGDQMVLDGPHR\n",
      "SWSFDNTKPIYLQIMEK\n",
      "THEYVIEMR\n",
      "NIEKDFGK\n",
      "DKGWWYDDHRCVK\n",
      "DALKVPSKK\n",
      "YADADKVEVR\n",
      "GMGSPGVVDREK\n",
      "SNQHMEELNDQQIVR\n",
      "YLLGTSFAR\n",
      "TINTAHVEYETAKR\n",
      "GIVRPVNIPLNDAETQK\n",
      "VNTECQIAFANATR\n",
      "STLEIKDLHVEIEGK\n",
      "EVIQDGMFDLIDAGK\n",
      "MLPEPKPAR\n",
      "PVIPSVALAK\n",
      "SWEAIFSSLIHQGSK\n",
      "PQGLTSLLAFDESK\n",
      "SDAFADVAK\n",
      "NAAGARALWRATGMKDNDFGK\n",
      "AVADHDAPTAR\n",
      "IGSGTSLDSAR\n",
      "YSDADKVEVR\n",
      "NMGFHSITNSSPSLMR\n",
      "QAQALIDAGVDR\n",
      "GQPLFLHSVMQEK\n",
      "QITTDLLHSELINGSSNPMLDAR\n",
      "VMTDPIADFLTR\n",
      "SSIKDIER\n",
      "SILTVSPFAEK\n",
      "SNISLTTLGGVR\n",
      "LEAGVHFGHQTR\n",
      "TKPIILTGDRPTGK\n",
      "KANNEDLIFLHCLPAFHDTNTVYGK\n",
      "TTQGRFDGTVEVK\n",
      "PTLEVEVYTESGAHGR\n",
      "PGYEAPVYIAWAGSNR\n",
      "VSDKEVDKELAK\n",
      "KPGSINPHTK\n",
      "PQTGEAISIAASK\n",
      "VLFSHLGR\n",
      "QATTSHWITNR\n",
      "LPGLAALTEK\n",
      "LIQLTTEELR\n",
      "AITAITSVQEFDEK\n",
      "LTAAITTVLAR\n",
      "SVSFENKETNR\n",
      "KIEIKEPLK\n",
      "STTIIGFPR\n",
      "RYNRLLFK\n",
      "THSVFQGR\n",
      "PVNELNMDAFQELNQNPMYNGIAVYNKR\n",
      "VNVSLHTAK\n",
      "AIAGFQALTALSTTEDPTR\n",
      "SFSDLMLFALSSNQELAQR\n",
      "SNIQNMSLEDIMGER\n",
      "GIGIIIASHGK\n",
      "VFVGAHGNSIR\n",
      "VLAKPGSINPHTK\n",
      "AIFKDSDKYDVKFEK\n",
      "PQFYSAAEAEELVR\n",
      "GFLLDTKGPEIR\n",
      "GVYNSDWLLNQIR\n",
      "ANANALGMVETK\n",
      "TKPNVIEMHDITKK\n",
      "FDVELTSAGDKK\n",
      "ATIRPILATEAEVAAAPEHFDTIPALGAK\n",
      "PLNVSGYGK\n",
      "AEEQVLNTHNAEILLSAANK\n",
      "NNGATVSLDYADEKIVIDVAK\n",
      "NVEPLQLENTDIELTER\n",
      "EYHVIAETGIHAR\n",
      "AIYNNITELIGQTPIVR\n",
      "PALGVGAGNVPAYVEK\n",
      "TDEILLESR\n",
      "SSVLEQLKENYIFAVIR\n",
      "EFHIIAETGIHAR\n",
      "TTVDFKAEVEK\n",
      "TISQDQIKPELDR\n",
      "ASKDFHIVAETGIHAR\n",
      "ALTALDIKDK\n",
      "IDLPDNPVR\n",
      "TSLSTDFTDK\n",
      "TIYNFSAGPATLPK\n",
      "GIMAHVDAGK\n",
      "DGAVEDCDAVEGEAGPDTDPAS\n",
      "MASKDFHIVAETGIHAR\n",
      "ISAVMAAELAAGPLLAMTPMEAAK\n",
      "MASKDFHVVAETGIHAR\n",
      "SMHDPISDMLTRIR\n",
      "FSGADALGPLIQGLAK\n",
      "PDDIDHLGNRR\n",
      "LNIENIIAEIK\n",
      "ALTALEIKDKTFGVK\n",
      "PATAFTQLAAK\n",
      "AEAHDEAKR\n",
      "PFVAILGGSK\n",
      "AQMTVQVVTPDGLK\n",
      "PVEPLVTGQR\n",
      "YVNEPSEFSKDEVEELAR\n",
      "EYLAGHQEDIDAEAAQDPAVVAAK\n",
      "QATFADWK\n",
      "AQAQYTGTGRR\n",
      "VSTQEQFEQVQAVK\n",
      "VFIFPGIEAGNIGYK\n",
      "DETSVTNSLNEVAK\n",
      "YGSGEEVAFENIDKAPEERER\n",
      "SNPVILEMK\n",
      "SLVEEDKLDVAK\n",
      "VLYTGATVEEAIQK\n",
      "EETAHNESAHAK\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "PTVATYNQSGVK\n",
      "KANANNIEELVLTYTLTK\n",
      "VCPTELGDLQEQYEALK\n",
      "ALTAGIVGLPNVGK\n",
      "SLLDVQHIKK\n",
      "KPLLLPVEDVFSITGR\n",
      "DFHIVAETGIHAR\n",
      "LIFKDNDK\n",
      "SLQETIIQQLGVKPVIDAQEEIRR\n",
      "STEHMEELNDQQIVR\n",
      "GLNQLFNK\n",
      "PLVTTTEMFKK\n",
      "VIAEHIIGFDVR\n",
      "YVPGQHGPNNR\n",
      "VFHNDQPVAWICAN\n",
      "AGHDVQYGK\n",
      "FYEPGRNLK\n",
      "PNSPYDTPYNTTEEGEKPK\n",
      "GGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "PDAAEELFAK\n",
      "METRPLSATKR\n",
      "DDVKLAQVQAYEQKAGSTEEER\n",
      "SGIASSQRPYK\n",
      "SVNSYIDHTLLK\n",
      "VDAAYKMLADAAQR\n",
      "YADKVQKDPTK\n",
      "TYIDTLGQQAK\n",
      "VALTESGNTAR\n",
      "PIIHVELVEGR\n",
      "TVVFNTNHDILDGTETVISGASCTTN\n",
      "TTENIGEIVIAPR\n",
      "PTIDLQVR\n",
      "LIEKDFGK\n",
      "VMDKMGDKINAR\n",
      "LEKGFVVTDEPGIYFIPDLIDDWKAK\n",
      "NEPNTFGWVVEID\n",
      "AVNKVNVSLHTAK\n",
      "PATLLVQTASK\n",
      "TYADADKVEVR\n",
      "ALIYDNRPYK\n",
      "AENPDVYFQHR\n",
      "EMLQELLGQLSK\n",
      "TLASQIASDLLDIK\n",
      "VLTNPSGANMITGITTTFLTAK\n",
      "ALVNQGIAQELGIIEIPQLHEK\n",
      "PGPWDGVEQK\n",
      "MKDDLSCNRKIKTDMKTGK\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "SNLSVNAIR\n",
      "VSTAADFLRFDGVAIR\n",
      "ITATNMLETMTEKPR\n",
      "TDKPLLLPVEDVFSITGR\n",
      "STEHMEELNDQQIVRR\n",
      "YTPYDGDESFLAGPTER\n",
      "ENLPANLIQAQR\n",
      "VDPEVSRVQINSDPR\n",
      "LSNMGAGNIALK\n",
      "GIHQNSPLIDVAEVR\n",
      "SLKDRFDK\n",
      "PVLVGDAGVGK\n",
      "ASKDFHVVAETGIHAR\n",
      "AQVTAQLVK\n",
      "GATFKEDAGR\n",
      "YALKQGHR\n",
      "ELKEDEKIK\n",
      "GVGGGGGNAINR\n",
      "AAANIVPNSTGAAK\n",
      "EEYIPHADLR\n",
      "PATILVQTASK\n",
      "GIVRPVNIPLNDAEQQK\n",
      "EISDDLLQYQGLAR\n",
      "AVQMEYEK\n",
      "VSKDKFESK\n",
      "GLLSGLMGNASQK\n",
      "TIYNFSAGPATLPKPVLEK\n",
      "TETNEKVEPKPIDLGEYK\n",
      "VGMGSQYWAAR\n",
      "PWGKPALGLK\n",
      "IVPNSTGAAK\n",
      "AAQMASEAAAK\n",
      "QNVEGVEVTR\n",
      "TGDQMILDGPHR\n",
      "GTAGSLNEDVHVR\n",
      "LSYRDPKDTHK\n",
      "SVMNPNDHPHGGGEGK\n",
      "SHIIELPEVLANQIAAGEVIERPASVVK\n",
      "QIKYRRFYDTIK\n",
      "EFPNAAKDEFGR\n",
      "ATFYVPAVNLIGK\n",
      "GSMGPVAPNR\n",
      "IQGDGKVER\n",
      "AVSLNHMYADTR\n",
      "PFITAGAAGPLHLEMTLTR\n",
      "PLGGATEVLGGHK\n",
      "IKEFKDNK\n",
      "SDAFTDVAK\n",
      "REQKHMNMDKIDKLDKK\n",
      "QDLESLYQMVAARKANPK\n",
      "SELLFNELPRPTFR\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_781ws.csv\n",
      "Retrieving GO terms for sample: 795ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "ANELEALIR\n",
      "QLKPGYDYFEQTHK\n",
      "PQENTFYAGVK\n",
      "YLLNVPVPR\n",
      "LLAGGQGSR\n",
      "APQENTFYAGVK\n",
      "ATFYVPSVNLIGK\n",
      "VWAGIANETGLAK\n",
      "FYDFYGENVFR\n",
      "FGGTGVSGSGTSR\n",
      "PNANAIANVFK\n",
      "SLITDVYAR\n",
      "GLFDFVSDIGK\n",
      "VLNCSGVK\n",
      "LVYVLNCSGVK\n",
      "KEYHVIAETGIHAR\n",
      "IGLANDGAIK\n",
      "TSVVVVGTQWGDEGK\n",
      "LLDQGQAGDNIGVLL\n",
      "NILSQIAIKPGQYVPGNMYFTTTR\n",
      "SQWITEEQTPHLR\n",
      "AHNDAVGPFK\n",
      "SVLQAEFLAK\n",
      "AGVPLGNQTVLLR\n",
      "SSGLYSTEKR\n",
      "YLISEEAQDLLK\n",
      "QPVLNIEDIK\n",
      "PAIGVGPGNGPAFIEK\n",
      "SNIYDLANELSR\n",
      "SISDNPALLGK\n",
      "VALAWASGIGGGR\n",
      "PGTITPHTK\n",
      "IVGDGIAIR\n",
      "ALEATLAAITGSLK\n",
      "SLTNEQIIEAIASK\n",
      "ALNIENIVAELK\n",
      "PSTDAAEVLGNISR\n",
      "PAGPSIEVK\n",
      "LSIDQVVYYMSTR\n",
      "SQEFNFDIDK\n",
      "VLFTGSTVEEAIQK\n",
      "IAELFSSILSQGGTSNK\n",
      "ITPYSSLEDIR\n",
      "TVIGDALSNIFR\n",
      "SQNGPDQDPWGKPGQSSGPK\n",
      "ALAWATAGGSGFR\n",
      "PSTNATLIAR\n",
      "SLGALYVVSGPSGAGK\n",
      "LVSENIQTR\n",
      "AVQDPETGEWILNGAK\n",
      "TIGDTKITVSGTD\n",
      "TIEINPIFAR\n",
      "NDIVPVSDPETER\n",
      "PVILEPVFK\n",
      "SSILSQGGTSNK\n",
      "PVVESLICK\n",
      "LLTEYGFPGDDIPVIR\n",
      "GVPSTDAAEVLGNISR\n",
      "NLFKDEVR\n",
      "SNTEHTLENAENTR\n",
      "YITSFFTK\n",
      "NGISGALVNYNR\n",
      "HTLFATADGK\n",
      "MLLSPATK\n",
      "YASIDAAPEER\n",
      "IPMYMIIYPLQNVVTQK\n",
      "AQETIFSK\n",
      "AVIRPFLINEEELK\n",
      "TQQILGGFPTR\n",
      "VCPHAVIR\n",
      "RNVLKSSMK\n",
      "ANIALVHYTDGVK\n",
      "TSPLLESR\n",
      "ILAGGQGSR\n",
      "IDAPGHADYVK\n",
      "AAGVPIVEPIGGH\n",
      "TAHIEYETANR\n",
      "VLLAQALFPR\n",
      "YYPAEPFR\n",
      "ASGNPNGAPK\n",
      "AEGKPPVEFER\n",
      "ALELLTPFTK\n",
      "LQVVGTKPGLK\n",
      "PAAWIAEQAGFK\n",
      "NYVPGQHGPNN\n",
      "IVSYSAADQK\n",
      "SKPNDDVVDAEFEEVKDNK\n",
      "FPEEYHAPELAGK\n",
      "YQDANAPK\n",
      "SFGTTLKK\n",
      "YFGDYVPEAPATMFK\n",
      "PLVTTTEMFK\n",
      "PFDEGTLIK\n",
      "FVNVVDMVGR\n",
      "HDHFLYTSNLDATNQK\n",
      "GIGGEYGAVTGR\n",
      "SQGNLYILSAPSGAGK\n",
      "AENQNYGTGR\n",
      "RFPANIIAGMMNFDQR\n",
      "SMQDPIADMLTR\n",
      "FQGKPVVESIQR\n",
      "VAAVTDATFAEETK\n",
      "HHDVSGTDSPFR\n",
      "MTLAEVLTGAR\n",
      "TPVMPQYVISQSPH\n",
      "AAKEMKDR\n",
      "PGMIIGQGGK\n",
      "LTGEQTIGVFTGK\n",
      "AGADIIAVDGTNRPR\n",
      "PTGDGHYR\n",
      "THIIVATHGK\n",
      "SVSIKPLEDR\n",
      "PISTTMAFVR\n",
      "PVTGSTCDAVK\n",
      "VSAFSIMPR\n",
      "LTADGSTLFGR\n",
      "APVPAGAETVK\n",
      "ISEIYFYDMKPR\n",
      "SISIKPLEDR\n",
      "MEMIQFHPTGLGR\n",
      "VLGKEPTK\n",
      "VGELLSVHVIPR\n",
      "KLVLNHCELIRP\n",
      "TIISDVYAR\n",
      "YFGAHTYER\n",
      "FTPTTYIFGAK\n",
      "YNFGNLGSSK\n",
      "SIETVVEYNHDNR\n",
      "GGGGGGGLGSGGSIR\n",
      "KLVLNHCELIR\n",
      "TQEWFESADLEK\n",
      "VLLPHGLTER\n",
      "SAGSDYNQR\n",
      "PGSVTCHK\n",
      "FIEKEELKK\n",
      "SNINQNMGLSK\n",
      "GTPDPSNAYYSVIQDR\n",
      "SIITDVYAR\n",
      "HNQLLMTR\n",
      "IVYSPLHGVAAR\n",
      "GFTEETVR\n",
      "PNGSVDVQYR\n",
      "FVAEVFTGSPGK\n",
      "LGTLSPLKPGELGAK\n",
      "HDAIVVAAFGD\n",
      "AGYVVVGTQWGDEGK\n",
      "FVYYLGPTPAK\n",
      "PCQSVAILGSAGK\n",
      "TLVIAQGADAK\n",
      "SGYGLGFER\n",
      "IVLNEADQSFK\n",
      "MSDDAPFASLAFK\n",
      "VQFSHAFSTDAR\n",
      "ALQNALLDEGIEK\n",
      "PADIYEEVIR\n",
      "ATTCGLTEFVGTSK\n",
      "AIAQVAAVSSR\n",
      "YDATVDNLMR\n",
      "PATEDEWIPR\n",
      "TPISAVIDGHDGMGQLLGHK\n",
      "VGSRLLLLGAPR\n",
      "VLAAEGYIESVK\n",
      "ALPSLPELALR\n",
      "YANAFTELNDPADQR\n",
      "DFHVVAETGIHAR\n",
      "TNDNEILVGQPAK\n",
      "HTPFFSGYR\n",
      "AITAAMVK\n",
      "KLVSENIQTR\n",
      "PFITDVLAR\n",
      "SGQMEHYLFHR\n",
      "PFIPTTIK\n",
      "ATYTTSDFKPGLK\n",
      "TMSDPIADMLTR\n",
      "IVIFGAGLGK\n",
      "LTNEQIIEAIASK\n",
      "YGSTNPINVVR\n",
      "AGPLLAAELDALGK\n",
      "PLSVPQGAIGLFTR\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "LVNTGWNGTGK\n",
      "VEMQLNHIHK\n",
      "ELLPLLEQTVQMSK\n",
      "QVIFTEFQGDDVK\n",
      "PALGVGAGNVPAYIEK\n",
      "TNTSFSIEQFSLK\n",
      "IVPNTTGAAK\n",
      "ISQMSAVWDPAK\n",
      "FGIPGIYGIDTR\n",
      "KPFDDIEVR\n",
      "AAVTAAMVK\n",
      "EFKIYLCGILR\n",
      "TIAYEYEDGVTSGR\n",
      "AQELLADAYGVK\n",
      "IVPAGAPSFK\n",
      "AQYSANFNQAK\n",
      "PLFGVLPYYK\n",
      "GVLQNVGLELLGK\n",
      "YDYTLLDESAKR\n",
      "FSNEHPGAAAR\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "VLLSGGDALLVSDK\n",
      "VLIFPTLSAGNIGYK\n",
      "ILIISTPTDLPR\n",
      "AAQAALDDLKK\n",
      "FSQFLQELR\n",
      "MAVGGAGIVGGMNPK\n",
      "PIFSVADLGIVGDLHK\n",
      "PFLINEEELK\n",
      "GGGGGGLGSGGSIR\n",
      "PVDTIGQYDATK\n",
      "VGLISVHLYR\n",
      "DTIKENLK\n",
      "ALSSLTVSPR\n",
      "PSAQELEEQLK\n",
      "HTPFFSGYRPQ\n",
      "GILDKDPNKFGAEK\n",
      "PTYSHNQNIR\n",
      "IMDLVAPVGR\n",
      "AAPAPAPAAAAAPV\n",
      "CAVQWPNVR\n",
      "IIPTTTGAAK\n",
      "PTINQLVR\n",
      "LEEKDYVK\n",
      "AYTEEQIETIK\n",
      "HINHAVDNNGSR\n",
      "SSAFTGFVLLNEAK\n",
      "SNLYDTANQLER\n",
      "FQEFMIVPAGAPSFK\n",
      "VVAADFGQEVADK\n",
      "AYLISEEAQDLLK\n",
      "PGFEELGAELNAR\n",
      "VSKDDEESGMIK\n",
      "GAWTAQLGWIATVR\n",
      "IIYPLQNVVTQK\n",
      "AINEGVAQGYVEGYLR\n",
      "PISAIENLTATTLR\n",
      "AEAHQGPSIIIAYSPCINHGIK\n",
      "HDAFAQALR\n",
      "LFYGLGADGTVGANK\n",
      "FIDTNGHKR\n",
      "QVFILVAGK\n",
      "SLVPVVVEQTNR\n",
      "PAIFFDTVR\n",
      "PGSITPHTDFESEVYVLSK\n",
      "WDVLEEIIK\n",
      "QDVRKQVKK\n",
      "ANLCEVCGK\n",
      "SAVKPTIK\n",
      "YFGAHTYNR\n",
      "YETEEEIIR\n",
      "TFYVPAVNLIGK\n",
      "GEKGGKAPPAGR\n",
      "PTFAIETFEPGK\n",
      "PIITLPDGSK\n",
      "TTPAQIVATFHNTEK\n",
      "GFFDQLGDVAK\n",
      "ALIQLTTEELR\n",
      "VNGTAYDVEVNEVK\n",
      "YTPVDIEGFDYER\n",
      "QLVGDDLFVTNTER\n",
      "VMTDPIADMLTR\n",
      "ANIYDLANELSR\n",
      "TVGPADYGNSLLSR\n",
      "SNTNELTVDVR\n",
      "SGYVEQGEVVR\n",
      "GNVEGWVSVVR\n",
      "IVAAHGNSLR\n",
      "PITAADIR\n",
      "VGFINVHLFR\n",
      "PFLALLGAMK\n",
      "PATLSTGAVVK\n",
      "ILHEALEQAHK\n",
      "GIEEQLGEIVIAPR\n",
      "TYQDNFQK\n",
      "GLFDFVSDIGKK\n",
      "PNQSHGLR\n",
      "GEDVLEIYATD\n",
      "AIQVIGTQPGVK\n",
      "NNPTVDEHIR\n",
      "PSDLIPELQGR\n",
      "PAAAAPAPAK\n",
      "NFYNALLAGQSGIGPITR\n",
      "PVAETLQYLPLDR\n",
      "TENKNGKVD\n",
      "PLSYGGSQGR\n",
      "VISDESDRFNPR\n",
      "LVLNHCELIR\n",
      "YFGAHTYQR\n",
      "QTRPAVINALAM\n",
      "FTLGTTTGTR\n",
      "THPIHVFSEIGK\n",
      "FIPITYEPALAGK\n",
      "TSHVEYDTPTR\n",
      "VPTVTQEQR\n",
      "LTVIVDGAGEQK\n",
      "IVTAGHVDHGK\n",
      "GLYAEGDLGLSR\n",
      "SNIAFDNTALTR\n",
      "APPIPQQYVSESGEK\n",
      "ELGAYYAQLFLGD\n",
      "ALLTPGDIILYDR\n",
      "LDQPVGDIMTSK\n",
      "NIAFINAGYLFQNHPDR\n",
      "IMVFNMPNNGAR\n",
      "QYNKYHEK\n",
      "RNNMKIPK\n",
      "VYDDEIGVIDGIK\n",
      "FEGVPSNSFDGR\n",
      "HLEELNEAQIEGDKK\n",
      "PAVAEDLAVAR\n",
      "LNNEILGLLDAAAR\n",
      "KGSAAAHYVLGGPQGNNTNAF\n",
      "TEQFFDKELAAR\n",
      "SQLLQEIEALR\n",
      "SNIYDSANELSR\n",
      "SYANEINTLNQHLADTNKK\n",
      "VNVSIHTAK\n",
      "SELTTIARPYAK\n",
      "AQGFYELK\n",
      "AYTTFSQNK\n",
      "PFVTWDVIR\n",
      "FVAEVFNGTPGK\n",
      "GRSAVRVGYR\n",
      "FLGPTGVGK\n",
      "AGVPIVEPIGGHAVFLDAR\n",
      "VALPGGCAIGAR\n",
      "YATNIITCFAR\n",
      "HDNFAQALR\n",
      "SLNIETTQGLER\n",
      "FVGAHGNSIR\n",
      "TLVYQSTR\n",
      "YRITLDDMK\n",
      "ALASLAMLTGNLGK\n",
      "FVSVITLAK\n",
      "AYYPAEPFR\n",
      "PIIFPISNPTK\n",
      "TSDKFIVR\n",
      "PGDPIGSAGPTTSGR\n",
      "ALVADFPGLTR\n",
      "PAVNPGISVSR\n",
      "ANSPVMTVEVLR\n",
      "PSEGETLIAR\n",
      "MRFEDYPAEPF\n",
      "AVAQYYGTGR\n",
      "SNLQQVIEAAFEK\n",
      "AICNGLEYLGTR\n",
      "TAQIQQLTSELTLER\n",
      "ALLPSVYCKD\n",
      "STLNALGMIETK\n",
      "MAINPEFFGDPAEIKK\n",
      "TAHDILNNPFLNK\n",
      "EALPAPPGK\n",
      "SLDQILQCIR\n",
      "IVEILEYAIEHNK\n",
      "TFYVPAINLIGR\n",
      "SNNLPYSLDAAR\n",
      "AFIIKPLVTEK\n",
      "LDPDWLNKPYDK\n",
      "PYSTLTEFIQHSK\n",
      "MAINPEFFGDPAEIK\n",
      "TSVPIYQGAGAK\n",
      "SETPVTENAYGASSIK\n",
      "STHPIHVFSEIGK\n",
      "LTDPIADMLTR\n",
      "PVANVSNNNANTASAK\n",
      "ILNFLNEGK\n",
      "INASSLIQGR\n",
      "AVINFEIFK\n",
      "GFLEVETPIMHPILGGAAAK\n",
      "SIEYTPGPLLDAAR\n",
      "AVSADLYR\n",
      "RNQQMIFSYK\n",
      "PAISLTPEQLK\n",
      "TKGEAGTGDVVQAVSH\n",
      "PIVEPIGGHAVFLDAR\n",
      "IILRPQEISNNPGIA\n",
      "TSGYAVPTFVVDAPGGGGK\n",
      "VIDRFDAK\n",
      "NYRHRLEPK\n",
      "VPAEIADAVR\n",
      "PAEQPAATTEAPK\n",
      "TVDHAAITLEELR\n",
      "ANISVFNIEGK\n",
      "TSLGTWPILK\n",
      "AEQLTDQALVER\n",
      "IMDAANNTGAAVK\n",
      "VGEVVSTHVIPR\n",
      "TLDSAVAGDNVGALL\n",
      "VYIEGATVGLEK\n",
      "EYVEKPVIVYR\n",
      "ALYPGELIER\n",
      "VPTGYAQNFLIK\n",
      "PEYNIALGQR\n",
      "SNTILQHLPK\n",
      "PTLSQLVK\n",
      "PAAEALVNTK\n",
      "IQIEQFDLK\n",
      "TLLALENVTK\n",
      "EAEAHQGPSLIIAY\n",
      "VAKPGLDGHDR\n",
      "VILASHFGR\n",
      "SAVDGVQPQSETVWR\n",
      "SLEILDQLEEK\n",
      "AFESLTER\n",
      "VLAAGIGSR\n",
      "AESVAGGAK\n",
      "PGEITSAPVDR\n",
      "VLSAGQAQGVGR\n",
      "NEHGLHAR\n",
      "VGIGGATFPTHVK\n",
      "VNFLPIGVD\n",
      "LIYDNRPYK\n",
      "TGKPLSYGGSQGR\n",
      "SESFAQLFEESLK\n",
      "IFTNPLHPYTR\n",
      "AIEAHELRK\n",
      "LMPIEDVFTITGR\n",
      "EILALATLPNR\n",
      "LIGFGNFEVR\n",
      "DVVISGGVPATAR\n",
      "QVGAGLVTVLVR\n",
      "PGLLKPSK\n",
      "PTFGVDALPEALVK\n",
      "VAEYYGCHILR\n",
      "PGVPESFR\n",
      "PVGLWEYYDKDGK\n",
      "PMVFEIDKDLK\n",
      "ASSFEVYR\n",
      "SITVNQIVLHQLVK\n",
      "EAGVPILEPVGGH\n",
      "SDVFHLNLTK\n",
      "PTISQLVK\n",
      "SNISTDLQDVEK\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "TNLIDQINAASLR\n",
      "LGMPGEYPYTR\n",
      "YAQGTAAVLR\n",
      "DIILESSDIR\n",
      "KTLDSAVAGDNVGALL\n",
      "PIISEVNIK\n",
      "AVIEQVIAR\n",
      "YDYTLLDESAK\n",
      "EYNFRDIEK\n",
      "LDTAWPGK\n",
      "AGAPFGPGANPMHG\n",
      "AIVTDTGGVDDK\n",
      "LVNCFYEGAK\n",
      "SVIEINHPLIEHK\n",
      "AAVCDVCGK\n",
      "TDINTVLAELKR\n",
      "LGMPGEFPYTR\n",
      "KSVVAEPLFN\n",
      "PAFVSFDAEK\n",
      "GIFSVPPDLPVTK\n",
      "AQVTATIASK\n",
      "LPAILSVGASYK\n",
      "LENLLPDYLER\n",
      "AGSIAGLEVLR\n",
      "PLASGQQQVK\n",
      "GVEEILPIGTLSK\n",
      "TTTTELQDVEK\n",
      "SFDVELTAAGDK\n",
      "THEGVLQTH\n",
      "FVLNGTSSSNK\n",
      "YLLGTSFAR\n",
      "VVDSVAAQLK\n",
      "GIVRPVNIPLNDAETQK\n",
      "YENTATAPNR\n",
      "VSMYEYAR\n",
      "VLDMYKEYGVK\n",
      "PFYFSAEK\n",
      "TDSQVEAQAENNAEGVQK\n",
      "PIGPFYSEEEAK\n",
      "NNPAIPYTVEEIAR\n",
      "VMTDPIADFLTR\n",
      "AIESALSDLETAAK\n",
      "TVEIVNETGLHTR\n",
      "GLTVLDYFTSSHGAR\n",
      "AGNGQGVQSQDIIK\n",
      "SNISLTTLGGVR\n",
      "PVLIAGSHDQK\n",
      "YIANSGYTNVCR\n",
      "TKPIILTGDRPTGK\n",
      "MTTEPMTPADQR\n",
      "RESYADSNLGSSK\n",
      "LVLNHCELIRP\n",
      "AASDQRKDPR\n",
      "VMVTSHLGR\n",
      "ISSCSNCEAFQAR\n",
      "MFAIDHLR\n",
      "LIQLTTEELR\n",
      "AITAITSVQEFDEK\n",
      "GFLEVETPLMHPILGGAAAK\n",
      "MVDYLANNAYDPHYGAR\n",
      "TGLVYLIGAGPGDSK\n",
      "TTLVDIPLAASHFR\n",
      "IIFQDPFASLNPR\n",
      "ATITAALVK\n",
      "THSVFQGR\n",
      "AVFSDPAIER\n",
      "LGIDPVILGVK\n",
      "SYVEEILEK\n",
      "ILDASNNTGAAVK\n",
      "TTQLDSLR\n",
      "YAGHYGLER\n",
      "FLEKEELKK\n",
      "LVFPEIDFDKVEK\n",
      "IAPEAQDGGPIAYLR\n",
      "VVLGTTTMPIHQVMR\n",
      "ANIQYYDVILKPVITEK\n",
      "ATLTINTDEK\n",
      "PIIFPLSNPTK\n",
      "ANANALGMVETK\n",
      "QVTGIPYGGGK\n",
      "TTEHIEELNDQQIIR\n",
      "EYHVIAETGIHAR\n",
      "PAVAEDIAVAR\n",
      "PALGVGAGNVPAYVEK\n",
      "NQEMGGFAPAQSAPQPSYQSR\n",
      "STLLSVITSAK\n",
      "LPGEGVVTGYGTIDGR\n",
      "NLLGLEVQDLDEGK\n",
      "AHTSLGTWPILK\n",
      "AELELVCVPTR\n",
      "VATNTVNTAK\n",
      "EGLALTNGTQALTSTGAH\n",
      "FSGADALGPLIQGLAK\n",
      "ELFKDEVR\n",
      "AQIIDELTGER\n",
      "GILAGISSGATFK\n",
      "LLSQYDFPGDDTPIVR\n",
      "PATAFTQLAAK\n",
      "GGHTVGAGVVTEIEG\n",
      "PIEVGGSLGR\n",
      "RDASREAEIFPLIR\n",
      "VIIGLGACTDSK\n",
      "AVPTFVVDAPGGGGK\n",
      "VTSDEAGDER\n",
      "VGELISVHVIPR\n",
      "SKPHVNIGTIGH\n",
      "RNYVPGQHGPNN\n",
      "PGSIKPHTK\n",
      "YSDKVVTK\n",
      "NTQGDFWEVLAK\n",
      "AGATPVYLETAR\n",
      "PAVAFGGK\n",
      "SANTSLPSSALNAEK\n",
      "FKDEIVPVVIPN\n",
      "PTVATYNQSGVK\n",
      "GEWSPGIVTGK\n",
      "VIDRFDEK\n",
      "AFLPGSLVDTR\n",
      "NANEIGYPVLVR\n",
      "SSAARAPIK\n",
      "GITTDGKPHFDK\n",
      "GLINYIHEK\n",
      "ALTAGIVGLPNVGK\n",
      "NLQALLAALNK\n",
      "TVLFPYETLKK\n",
      "SYPLEEVNK\n",
      "ANEQLGEIVIAPR\n",
      "LLDNAVADLAAISGQK\n",
      "DFHIVAETGIHAR\n",
      "YAAVYEIIR\n",
      "LLDEAGFKDVDGDGIR\n",
      "PLVTTTEMFKK\n",
      "AYLNNEHAIEHATGLDTYER\n",
      "SFDVELTAAGDKK\n",
      "PGSIHPHTNFK\n",
      "PSAVLVNEVK\n",
      "ATINQLVR\n",
      "PHAEVEVILPK\n",
      "NPALFPLAGFK\n",
      "MPAGEFLK\n",
      "ASELLENTIATLR\n",
      "LGPTPAKPGDPIGSAGPTTSGR\n",
      "IEIELDGKK\n",
      "GITVDPSELSQR\n",
      "TSTQELFEIVK\n",
      "PIIHVELVEGR\n",
      "SGIVSTYR\n",
      "KQLDEGLAGDNVGVLL\n",
      "PIQLPFIPHEDPR\n",
      "TTSLPWYK\n",
      "FGNLGSSK\n",
      "FEHIPEYK\n",
      "PATLLVQTASK\n",
      "PVNIYEVHAGSWK\n",
      "ALIYDNRPYK\n",
      "PIEGHKPAAAILR\n",
      "LAESWERPDDK\n",
      "MAMVSSPAIPR\n",
      "TTATPLTPDEALDK\n",
      "AQVDAGNMPHD\n",
      "YNGESFLEVR\n",
      "GESPTPVPTLNDQMAR\n",
      "PTLLYSLIANVR\n",
      "FVAKPETVKR\n",
      "AMAAVNGGAHPR\n",
      "YLQALECQR\n",
      "SQEFINPSDGVVR\n",
      "NIINVLEQEQLR\n",
      "NIAFDNTALTR\n",
      "QDAFALDSQK\n",
      "AAANDAVILFVGTK\n",
      "LSSTPPTRK\n",
      "FYNFGNLGSSK\n",
      "TENGQTSSSSDYELEK\n",
      "LFEQDAANNGGTR\n",
      "VPILDEVVEEDPNKK\n",
      "DFLPILEPAVQSGR\n",
      "GDIMTPIPFDR\n",
      "VGLISVHLYRPF\n",
      "PITLAEAK\n",
      "YATLGEICNVLR\n",
      "SILVCGGAGYIGSHVVK\n",
      "TLTLGFGDLEK\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "IVPTHQGR\n",
      "AQVTAQLVK\n",
      "FTALTVVGDGNGR\n",
      "PHSEVELILPK\n",
      "PAGNQADIVK\n",
      "FMAINPEFFGDPAEIKK\n",
      "DENIAFINAGYLFQNHPDR\n",
      "PIVEHIQEAAK\n",
      "GSAAAHYVLGGPQGNNTNAF\n",
      "PAQSAVENKPK\n",
      "TILGTALTPNAIK\n",
      "FFAGITDVIGGR\n",
      "PILDEVVEEDPNKK\n",
      "PAQNISAVGHGK\n",
      "MQLHDVLIR\n",
      "GLNVLQYFISTHGAR\n",
      "PATILVQTASK\n",
      "LVNTVVGFIGPEYLYDSK\n",
      "LNAHQVTK\n",
      "MAYAIDNDSIAK\n",
      "VILHTTYEQCLK\n",
      "TYQENYQK\n",
      "GLFSGLLGNASQK\n",
      "VLVLDYEGIDTPK\n",
      "KLLDQGQAGDNIGVLL\n",
      "IVPNSTGAAK\n",
      "TGDQMILDGPHR\n",
      "THEGVIQNHEK\n",
      "VLFFVDNIYR\n",
      "SLTGQPSACGTAR\n",
      "SNFVLVSTLK\n",
      "PATILVQAASK\n",
      "SIHIAAQQGEIADK\n",
      "AQDFTVEGGSLGEMHAAK\n",
      "SEQEQQQPIFNVER\n",
      "ATFYVPAVNLIGK\n",
      "SIDYTPGPLLDAAR\n",
      "GLDLPIAGK\n",
      "ATGWQQENGTWVYYNR\n",
      "LVQVAQQQADAQQAQSNSK\n",
      "TNLYEEYKDDPK\n",
      "FFNPAPVMK\n",
      "TDINTVLAELK\n",
      "WHRDEYKK\n",
      "ADNSNVDIVFLKPSK\n",
      "PLGGATEVLGGHK\n",
      "SDAFTDVAK\n",
      "IVTVAQGAK\n",
      "GLLDDVTGK\n",
      "TELNTVKPDESGK\n",
      "GFVEANAQSGTAR\n",
      "LAQIPEQFRDPAK\n",
      "TAQNDDIYFQAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_795ns.csv\n",
      "Retrieving GO terms for sample: 795ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "ANELEALIR\n",
      "IDTTISAQHFGHAVR\n",
      "TNLSTDLHDVEK\n",
      "AYGSLFDATQTK\n",
      "GAANIVPNSTGAAK\n",
      "PADLIEPELAGYTEDLNSK\n",
      "DFVPPYGHGASLYIRPY\n",
      "PATTGAINLPATGTYTFTGR\n",
      "PLNHYQQEVGPSLADASPGK\n",
      "SFDVELTSAGDKK\n",
      "STLLSVVTAAK\n",
      "FYDFYGENVFR\n",
      "TIDQQLLCYK\n",
      "NYVPGQHGPN\n",
      "YNPGENPTAK\n",
      "LVLAISPFNYPVNLAGSK\n",
      "LGVTQAGYDAYR\n",
      "NLNWAETQEVGSVIEK\n",
      "SEAKPETKPVAK\n",
      "PGYSEHQTGLVFDLTDK\n",
      "IDPLAVYFEAR\n",
      "MVNHDSMFGTGQYPK\n",
      "TSVVVVGTQWGDEGK\n",
      "SGLTVAQATDLR\n",
      "FLNQAAHD\n",
      "SQWITEEQTPHLR\n",
      "AVQMEYEKDVK\n",
      "SIVSQAGDSFK\n",
      "NAGVAPTTPLDTITEEQFQR\n",
      "NIPLNDAEQQK\n",
      "AEENYGAQNIQVLEGLDAVR\n",
      "TAEFGDFVTGPR\n",
      "SNVDKNVEKK\n",
      "YANDQFTPGGTSLLHGVYSWHSGK\n",
      "VMTDPIADYLTR\n",
      "PEYWVAVVKPGR\n",
      "MVNAVSHLVTVEDVK\n",
      "TISPVHTTESFLK\n",
      "ALNIENIVAELK\n",
      "PSTDAAEVLGNISR\n",
      "VLVAKPGLDGHD\n",
      "AEAKPETKPVAK\n",
      "ASTSASNDTVTVLHTNDVHGR\n",
      "EVSSLNIGSR\n",
      "MMTEIKDFR\n",
      "PLIQSLTEGQLR\n",
      "NAIQESFTDR\n",
      "VLFTGSTVEEAIQK\n",
      "NAHNYGFIVR\n",
      "SNELKPLHFDADYTMEEALAEAK\n",
      "AAANDAVVLFVGTK\n",
      "IAELFSSILSQGGTSNK\n",
      "PGFEELSK\n",
      "YGIAGSGMHCN\n",
      "IISIDISGLEAGTQYR\n",
      "SMFLDTAK\n",
      "IGFDCASSEFYDKER\n",
      "NFTQLSGMR\n",
      "YTDDIAMKDGK\n",
      "SVSFENTATNR\n",
      "AHPIQLPIGAEDDFR\n",
      "LLSEYDFPGDDIPVIQGSALK\n",
      "PVNIPLNDAEQQK\n",
      "VPSGASTGEHEAVELR\n",
      "IAVIGYGSQGHAH\n",
      "SSILSQGGTSNK\n",
      "TLPTVAIVGRPNVGK\n",
      "GVPSTDAAEVLGNISR\n",
      "NLFKDEVR\n",
      "PSCPYCQLFEPK\n",
      "LAVQSQEELFR\n",
      "PVIHQSPK\n",
      "TYFTDLQTK\n",
      "AAVVPHQAEVIFR\n",
      "TINAAMVK\n",
      "YTREKGNSK\n",
      "YVPLAEMFGYATVLR\n",
      "HTPFFNNYRPQFYF\n",
      "YASIDAAPEER\n",
      "NTNNLEWTQAILR\n",
      "IALQNTAR\n",
      "MNPIPEGAD\n",
      "AAENIVPNSTGAAK\n",
      "AYTEEQIENIK\n",
      "PEDVSFAESR\n",
      "AQVIDDVAGVTLASASTLDKEVSK\n",
      "VLADPIYNSK\n",
      "PSLPESGTYTFTGR\n",
      "VESDNDFALNEFDR\n",
      "THAAQQPEVLDISGLI\n",
      "VLNIINSFNVGDAK\n",
      "KAPSTPWGK\n",
      "YVFESLRPTPELSFAVR\n",
      "VNGLTYLPR\n",
      "AADYLEVPLYSYLGGFNTK\n",
      "PISAVIDGHDGMGQLLGHK\n",
      "SFSFDSASVQGAVIK\n",
      "TSPLLESR\n",
      "PAESKPATTGTINLPATGTYTFTGR\n",
      "IDAPGHADYVK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "MMHASTSPFYPLFAALDVNAK\n",
      "TNIYDLANELER\n",
      "TDIESMRLDK\n",
      "AAQYSDCADADLVVITAGAPQKPGETR\n",
      "ANEEYVPPYGTGATLYLR\n",
      "NYVPGQHGPNN\n",
      "AQAQYTGTGR\n",
      "VIGYGSQGHAHAQNLR\n",
      "PVCAHPQAFFQR\n",
      "DPVMLAHLLK\n",
      "LPTLAATRGQLDR\n",
      "PLVTTTEMFK\n",
      "VWQYFTVNTGVR\n",
      "MIVPAGAPTFK\n",
      "AHITFDYSK\n",
      "FTGHLLGAAGAVEAIATIEAIR\n",
      "VDLIYEGGFKK\n",
      "QMDGTLHTYPR\n",
      "YPLVSAISR\n",
      "DETYVQPEYVLGSSLSEDQK\n",
      "PVLINFENTDPHEAAR\n",
      "AITALDIKDK\n",
      "RAFDIILVGDDGAR\n",
      "AANVDLTLEDFNDFQER\n",
      "QGLKERQQHK\n",
      "AVTEYLAAGEK\n",
      "CGESLETYEAGK\n",
      "KPGFEAITEAVEER\n",
      "VLDADGIDDLLER\n",
      "ALDLVTPFTK\n",
      "VLNDGVNPR\n",
      "PSAENPQGAIVEK\n",
      "APVPAGAETVK\n",
      "NNVANSLLVTGAILGVNVH\n",
      "TFDAIDQMAVSTIR\n",
      "VANEDVIR\n",
      "VLGKEPTK\n",
      "TLTVVNDQHGR\n",
      "IEDELGEIAVYDG\n",
      "ATFTQYVEAK\n",
      "GGGGGGGLGSGGSIR\n",
      "ANITTSLFQEMVQAGATR\n",
      "FLSISHLNK\n",
      "IEFANLGAATR\n",
      "GYGSQGHAHAQNLR\n",
      "SIITDVYAR\n",
      "YVPLAEMFGYATTLR\n",
      "GFTEETVR\n",
      "VIAETGIHAR\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "SEPLFLQSVMQEK\n",
      "VLSVGQDVTVK\n",
      "TIFPSFIGYTIAVYDGRK\n",
      "TEPIISINDLSVYFNK\n",
      "SQEVLHRPLNVAVLTVSDTR\n",
      "NVFIGQPAVVGAHGIVR\n",
      "ATTCGLTEFVGTSK\n",
      "PSFVGHTIAVHDGRK\n",
      "AIAQVAAVSSR\n",
      "TVIDFTAEVEK\n",
      "HALDASILGDAGQAAQ\n",
      "TPISAVIDGHDGMGQLLGHK\n",
      "DFHVVAETGIHAR\n",
      "AQAQYAGTGR\n",
      "IDLVSVFEGIGK\n",
      "GFNIHFEFIK\n",
      "YAVYQDATGNAK\n",
      "FVARRIMIAASEDIGLAD\n",
      "AITAAMVK\n",
      "TTEHMEELNDQQIVR\n",
      "INLGSSAYK\n",
      "ILAEIVGYGSNCDAYHMTTPTPDGSGAAK\n",
      "STPEEAVEAYAK\n",
      "STNLEVGIVGLPNVGK\n",
      "AFEIIMPK\n",
      "IVIFGAGLGK\n",
      "KITINTQAR\n",
      "VGADFVINGR\n",
      "SEVTTQAKPER\n",
      "VTTVSAYDGRVIRETLK\n",
      "LLDKVPSK\n",
      "AVIFSGIQPSGELTLGNYLGALR\n",
      "TTFLGNPVTFTGK\n",
      "MVSNAAQLIIDEAIER\n",
      "ANVTLFDQTGK\n",
      "NDLGVNITTAK\n",
      "TNTSFSIEQFSLK\n",
      "ISQMSAVWDPAK\n",
      "TSVVVVGTQWGDEGKGK\n",
      "DGHDGMGQLLGHK\n",
      "VVAADFGQEVADKVR\n",
      "ALKPLGDR\n",
      "YDARMVAR\n",
      "YSSIDAAPEER\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "MVKKLEADK\n",
      "PLFGVLPYYK\n",
      "LTSDLFGIQSHGMQR\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "HTPFFNNYRPQF\n",
      "PYVGEPGNFTR\n",
      "ILDAANNTGAAVK\n",
      "TFIIQNFGPNLAR\n",
      "SNQLIYTGK\n",
      "SLTSQLITDVFPDLDKVEK\n",
      "SYFENFLNANK\n",
      "SLFWPVNEEFLK\n",
      "AEVQTGYTPDMNATATADTATTDDTTTK\n",
      "VPNTLLQMLIR\n",
      "TSVMFDGSHLPVEENLEK\n",
      "ADVGFVVD\n",
      "LLTDILHGNGSGGSTNPMLISR\n",
      "AEFSFEIEEK\n",
      "TGIDLSNDKLADQR\n",
      "PNYAIILAAGK\n",
      "SLVSESHAEELVR\n",
      "TTAAIDLGAHPEYLGANDIQLGKK\n",
      "PVDTIGQYDATK\n",
      "PVVFMDTTTGYK\n",
      "AYGATFLVFSDYLK\n",
      "TIVFNTNHDVLDGTETVISGASCTTN\n",
      "ATEQFGDIVIAPR\n",
      "EESNLRPK\n",
      "SQIFSTAADNQPAVDVHVLQGERPM\n",
      "HGAGNQIEGR\n",
      "MNIINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PTINQLVR\n",
      "YIPLLAYSPSFK\n",
      "ATNLGHVVR\n",
      "TCGYLGNPQAR\n",
      "AYTEEQIETIK\n",
      "QVLEQTDLLEKEYKK\n",
      "PLIHVELVEGR\n",
      "PGYSEHQTGLAFDLIGTNGELVTEEK\n",
      "VVAADFGQEVADK\n",
      "PGFEELGAELNAR\n",
      "PITVRPGAVLPPTDFEHVR\n",
      "MNIINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "SAVAVLEGTESK\n",
      "VSFENTATNR\n",
      "VTISFISSVRPF\n",
      "GGGDSAAAAINLGR\n",
      "PTNELPQGGIIEK\n",
      "QMIEKMQQAATLQEK\n",
      "ANLCEVCGK\n",
      "EVTVEITNESGLHAR\n",
      "QQEALGMVETK\n",
      "SIYNNITELIGQTPIVK\n",
      "GMIAELFSSILSQGGTSNK\n",
      "PDFGFSPDAEFPIINGEK\n",
      "AINAQEISALIKK\n",
      "GEKGGKAPPAGR\n",
      "PMLSLSNVFSADEVR\n",
      "VQSAMVYTISPVHTTESFLK\n",
      "FTLGGADTLR\n",
      "ALIQLTTEELR\n",
      "ALNIEQIIADIK\n",
      "AVGYTSYPDNVVR\n",
      "ADLWSGSPFNQASR\n",
      "VMTDPIADMLTR\n",
      "TPIEPTDAD\n",
      "HPFFTGQQR\n",
      "PAGLLVQGDSK\n",
      "ANIYDLANELSR\n",
      "MVQPLYATAGDGTK\n",
      "APAPAAAPAPK\n",
      "AIPSNDVVEIINQLEK\n",
      "GGLTQHGAHAR\n",
      "AAGFQEELNHEEVVEVTER\n",
      "ALLSLQQIHK\n",
      "INLSIHTAK\n",
      "PITAADIR\n",
      "VGFINVHLFR\n",
      "NLFTGWADVDLSEK\n",
      "IAAMKPTVLSYK\n",
      "SGNPTGWVWNLLGR\n",
      "MLSERGVPHEVLNAK\n",
      "GIEEQLGEIVIAPR\n",
      "FHTIQADFYRFFRSK\n",
      "TYPTVDGSPGVSEAR\n",
      "SADILLTHFNQLFCPNDLGHPLYGK\n",
      "HDSVNSGQALLVFEQTPF\n",
      "ITVLGYGSQGHAH\n",
      "HVINGASK\n",
      "AEIDYSQVTGLVHSTESFGSVDGPGIR\n",
      "SMMNKPVGIIGTGSFLPDNVVTNFDLEK\n",
      "AVAEAKPAPK\n",
      "VVGQTAAYIR\n",
      "AFETSVSLK\n",
      "VQYGGSVKPENVAEY\n",
      "FGIQSHGMQR\n",
      "IGGGDSAAAAINLGR\n",
      "GLSVGIVGLPNVGK\n",
      "AYTGDQMILDGPHR\n",
      "VLAAPGSINPHTK\n",
      "TKEVLNQAVADLYVAHIALHQVHWY\n",
      "YFGAHTYQR\n",
      "SFDIELTSAGDKK\n",
      "TVDLDWENLGFNYSK\n",
      "VAANPVDVLTYSTWK\n",
      "TLLQLQDVTYR\n",
      "EALMEEIIGK\n",
      "YLEGEEITNDELIA\n",
      "AGFEVIYTGLR\n",
      "FADLVIWEPAQFGAK\n",
      "IVTAGHVDHGK\n",
      "AIILPDLPYAYDALEPYIDAETMHLHHDK\n",
      "TDIVTLTNLTK\n",
      "VCPVCAHPQAF\n",
      "DPEQIDWATDGVEIVL\n",
      "LNIENIVAELK\n",
      "TKEVLNQAVADLYVAHIALHQVH\n",
      "SIEEFLAAGEK\n",
      "PLLIIADDVDGEALPTLVLNK\n",
      "WNATAITVVEDFK\n",
      "FGVTAAAPVAAAAAGAADAGAAK\n",
      "STKPIHVFSEIGK\n",
      "AAEELALISGQK\n",
      "MVTGVAEGFTK\n",
      "STIIDVYAR\n",
      "IAICNSYIDIVPGHVHLR\n",
      "GYTVAVVGATGAVGAQMIK\n",
      "FVVKDHAK\n",
      "TEQFFDKELAAR\n",
      "VTFLGNPVSFTGK\n",
      "SNIYDSANELSR\n",
      "PAVQFGGR\n",
      "VNVSIHTAK\n",
      "MVATGIDFLAAGIGNIHGPYPANWK\n",
      "PVSILVDTFGTAK\n",
      "PFVTWDVIR\n",
      "DLEITSVEVAGQAR\n",
      "ALEVIMPK\n",
      "SLGIETMGGVFTK\n",
      "YVEENLIQPTIVYGHPK\n",
      "YATNIITCFAR\n",
      "GSQGHAHAQNLR\n",
      "PITSLEIKDK\n",
      "TIYNSITELVGK\n",
      "HDNFAQALR\n",
      "FVGAHGNSIR\n",
      "TLVYQSTR\n",
      "PAPAAQPAPAAQAQDTR\n",
      "PAVETVFTVLHAGGK\n",
      "CGIVGVVGNTNATDILIQGLEK\n",
      "ISQLHNAAVNK\n",
      "LLPVEDVFSITGR\n",
      "SVKPTLQALEEIETGNVTIHPDPESKR\n",
      "AAIHVSNVQVLDK\n",
      "EAATDVATFAPSNK\n",
      "PSAEGLGTLVDYPEGLR\n",
      "PVGTLIHNIELKPGR\n",
      "CTTLLVGK\n",
      "PVNIPLNDAETQK\n",
      "VVEAATAAAR\n",
      "PGDPIGSAGPTTSGR\n",
      "VLNALSIDSK\n",
      "WASLGDGIFVNDAFGTAHR\n",
      "TFSFDTAAAQGAVIK\n",
      "ANINENYLNLQGSYLFANIAK\n",
      "AVAQYYGTGR\n",
      "TNSVFQGR\n",
      "LVLAQAAATNSNIIR\n",
      "AICNGLEYLGTR\n",
      "TAHVEYETAKR\n",
      "ANIYDVANELSR\n",
      "MAINPEFFGDPAEIKK\n",
      "TAHDILNNPFLNK\n",
      "AEFTLQEIIDATSGTCK\n",
      "HEVLEVPASN\n",
      "VSTTYSGVTR\n",
      "KVMYEGSLGGMIVPYGD\n",
      "GILISLEGPDGAGK\n",
      "ISSCSNTEDFQAR\n",
      "PVIQGSALK\n",
      "GMGVSATETR\n",
      "VYTSLSSK\n",
      "TSVPIYQGAGAK\n",
      "VVGDFAIELDTVVIGAGPGGYVAAIR\n",
      "GIEDKLNQAK\n",
      "IALVHYTDGVK\n",
      "STHPIHVFSEIGK\n",
      "FDKEEVKK\n",
      "TAHVEYETAK\n",
      "AVINFEIFK\n",
      "FLNPPLAQVGLTEDQAR\n",
      "LGGLIFIDLR\n",
      "GGATEVLGGHK\n",
      "SGAYSQVGPK\n",
      "DMIIGYLINNR\n",
      "AAAGAADAGAAK\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "PGEGVVTGYGTIDGR\n",
      "DIHDSGLSLEEYFGIEGGDYAASSK\n",
      "GIFSGLLGNASK\n",
      "LPIYFTAMSPSFR\n",
      "VIAVDINNDKLELAK\n",
      "GCGSSSSDCNSCPSK\n",
      "LAGQQFTASGNR\n",
      "LTNDQEDAIR\n",
      "PYFSTDTTAALR\n",
      "SNICHGFMAINPEFFGD\n",
      "VGEVVSTHVIPR\n",
      "PTAEAEEIK\n",
      "MDPFHVVSLAASK\n",
      "VAISGTGVEGVLTLR\n",
      "QEIDFDKKK\n",
      "VGQNDDDAFK\n",
      "NTNPELLNGLVYGPEGK\n",
      "VPTGYAQNFLIK\n",
      "AQRGSIGYVPQVADLD\n",
      "IGTDYVVIGHSER\n",
      "AEALFEAGADAIVIDTAHGH\n",
      "GFLEVETPVLHNEAGGAAAR\n",
      "TLLALENVTK\n",
      "PLGVDNEEDYADNNLFYNVHSLDQFAGK\n",
      "VAKPGLDGHDR\n",
      "PLVSMTDMLNK\n",
      "VLDALDTFLPR\n",
      "VVDKDAEKR\n",
      "AIELLTPFTK\n",
      "AFESLTER\n",
      "VLAAGIGSR\n",
      "KPSEAAMPLFSSK\n",
      "PSPTGLLHIGNAR\n",
      "PTDKPFMMPVEDVFTITGR\n",
      "AHTLYIVGIGPGNPDYVVPK\n",
      "SQGHAHAQNLR\n",
      "VTGIGGAGVPLR\n",
      "DNTKFEKNK\n",
      "AEAKPEVKPVAK\n",
      "LVDFDALYGHR\n",
      "AGIEFDQAYTSVLKR\n",
      "LIGFGNFEVR\n",
      "YLDAQGFLEVETPVLHNEAGGAAAK\n",
      "AANIVPNSTGAAK\n",
      "VDYLAGAGK\n",
      "PAPKPAPAAQPAPAAQAQDTR\n",
      "EEQPTPVNEATVEAIIK\n",
      "APGHADYVK\n",
      "PSLPESGR\n",
      "SNYAIILAAGK\n",
      "VAEYYGCHILR\n",
      "PGVPESFR\n",
      "PLTEDVVKPDQALFDSLCNQFK\n",
      "SNISTDLQDVEK\n",
      "ATIQWFPGHMSK\n",
      "LLSVLQAPVR\n",
      "IANSYFATLAR\n",
      "EAAVAAAVEALK\n",
      "AITAITSVEQFDELVLGSK\n",
      "NFELELGTSCK\n",
      "SQAQYAGTGR\n",
      "HGDHAEQGER\n",
      "PITSLEIK\n",
      "TDYYVIGDVHGK\n",
      "PHWSNVDLLGLIAK\n",
      "VMVKDENK\n",
      "APGMNAAAR\n",
      "LGMPGEYPYTR\n",
      "YADYLHEDLAIR\n",
      "WGGATYDSCLR\n",
      "AVIEQVIAR\n",
      "NYQEGSSSDSLNELYGR\n",
      "SNTAEFGDFVTGPR\n",
      "TGDQMVLDGPHR\n",
      "TNNLEWTQAILR\n",
      "GQVLAKPGSINPH\n",
      "DVPGQLDIGAVMPGD\n",
      "PAPSMLAAVIK\n",
      "PAFVSFDAEK\n",
      "VVGQTAAYVR\n",
      "AGSIAGLEVLR\n",
      "NIEKDFGK\n",
      "DALKVPSKK\n",
      "TVIDFTAEVEKR\n",
      "VTPEEFAIYR\n",
      "PSLETLSIIAYK\n",
      "AILGVSIAVAR\n",
      "ETAVINHK\n",
      "ATTELIELAIETSK\n",
      "NVFIGQPAVVGAH\n",
      "FVLAGASHEATK\n",
      "SNQHMEELNDQQIVR\n",
      "PLAEMFGYATVLR\n",
      "YLLGTSFAR\n",
      "GIVRPVNIPLNDAETQK\n",
      "LMDDDDDVPGNEYTATNADPYVDGVAN\n",
      "FGHEGNLVVGANIAGFLK\n",
      "EVIQDGMFDLIDAGK\n",
      "MKAEIYTNDLGTDILEEDIPVDYLEQ\n",
      "AAVTEYLAAGEK\n",
      "NVNSVAHCATR\n",
      "SDAFADVAK\n",
      "IVLEATGFFAK\n",
      "IGSGTSLDSAR\n",
      "QITTDLLHSELINGSSNPMLDAR\n",
      "RMEFELSELAKALGFDVR\n",
      "YLEVPLYSYLGGFNTK\n",
      "VEQGTTFSIR\n",
      "PIGPFYSEEEAK\n",
      "KEPDQVELLSGIFEGK\n",
      "TTPNIIMTR\n",
      "TDLNPIIADR\n",
      "VMTDPIADFLTR\n",
      "AHLTVQIVTPDGLVYDHHASFVSVR\n",
      "FAIESLPGQFDQR\n",
      "TKPIILTGDRPTGK\n",
      "AAPVAAAAAGAADAGAAK\n",
      "KGSVTSIQAIYVPADDYTD\n",
      "FDVGTPVIWTAR\n",
      "PIMLELGGK\n",
      "VSDKEVDKELAK\n",
      "PGTSPVTCGR\n",
      "PQTGEAISIAASK\n",
      "AEPMTLTIITPDAIVYDGK\n",
      "AITAITSVQEFDEK\n",
      "LTAAITTVLAR\n",
      "TGLVYLIGAGPGDSK\n",
      "HIAPTLTAIVVPGSR\n",
      "SVSFENKETNR\n",
      "KIEIKEPLK\n",
      "AAIDNLVSHGR\n",
      "FNVPVKDGVITNDNR\n",
      "THSVFQGR\n",
      "AGEQMSTDSGVPASAATD\n",
      "VGVGLAPDAGGLYLLTR\n",
      "DKLGSPLAR\n",
      "VNVSLHTAK\n",
      "SYGSLFDATQTK\n",
      "VLSTQFESHFAR\n",
      "AIAGFQALTALSTTEDPTR\n",
      "ALLGKPGFEELGAELNAR\n",
      "SNIQNMSLEDIMGER\n",
      "GIGIIIASHGK\n",
      "TQNVQEAELVELFEGVR\n",
      "ALHDNFGIVEGLMTTIHGY\n",
      "AALQADGVEFPIHLDLPVAQTAK\n",
      "PQFYSAAEAEELVR\n",
      "CGYIHVGEEAPK\n",
      "VIVSLHTAK\n",
      "ANANALGMVETK\n",
      "TIYNNITELIGQTPIVK\n",
      "ATIRPILATEAEVAAAPEHFDTIPALGAK\n",
      "AEEQVLNTHNAEILLSAANK\n",
      "PALGVGAGNVPAYVEK\n",
      "TDEILLESR\n",
      "DSAAAVDAVFASIEE\n",
      "ALTALDIKDK\n",
      "STLLSVITSAK\n",
      "LPGLAALTDK\n",
      "LPGEGVVTGYGTIDGR\n",
      "QYYVNHRWLGGTLTNWDTIQKR\n",
      "TSLSTDFTDK\n",
      "TIYNFSAGPATLPK\n",
      "TQHLTAEALR\n",
      "TGGSQFFIVYEPQPHLDGVHTVFGK\n",
      "VQDIAPEITLATNAR\n",
      "LSITTTQGAGIK\n",
      "AELELVCVPTR\n",
      "FASGESILEWLR\n",
      "VIPADIVAVFDNLAADNGKK\n",
      "FSGADALGPLIQGLAK\n",
      "LNIENIIAEIK\n",
      "IINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PATAFTQLAAK\n",
      "GGHTVGAGVVTEIEG\n",
      "PATLLVQAASK\n",
      "PIEVGGSLGR\n",
      "MDTTTGYQFLSGSTK\n",
      "VTGFVGSHGNR\n",
      "SEHILIIEDDLDIANIER\n",
      "VGFINVHLFRPF\n",
      "PFVAILGGSK\n",
      "PAGVETGQQIR\n",
      "MLETMTEKPR\n",
      "YNGRDPQK\n",
      "GFFTGLDIGTSSIK\n",
      "AQMTVQVVTPDGLK\n",
      "TLLTADDVLNKK\n",
      "YVNEPSEFSKDEVEELAR\n",
      "LWDALGQASGR\n",
      "ENVQSVGISDDYDEAKLDLDATK\n",
      "HVLPIVPAGK\n",
      "PHEYEPLPEDVKK\n",
      "AHFTLTSTLYDIDVPGYK\n",
      "PGSIKPHTK\n",
      "IVEFGDVEGDK\n",
      "FTTTATASK\n",
      "GVHFLQEWYLLDLVK\n",
      "NVAGALDVFDDVEVGK\n",
      "ISMPGGCAIGAR\n",
      "VVPTQLIAYFATLHR\n",
      "EETAHNESAHAK\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "NSVSGVAHFAAENEDDCIAQIR\n",
      "PTVATYNQSGVK\n",
      "QLIFPEINFDDVDKVR\n",
      "ILIFPDLQAANIGYK\n",
      "CLPLANIPDGTQIHNIELK\n",
      "DETTQPASTSAETVK\n",
      "ALTAGIVGLPNVGK\n",
      "LVGDDFFVTNTDYLAR\n",
      "HGAIGLVVGRAR\n",
      "KPLLLPVEDVFSITGR\n",
      "IVGAHGIVRPVNIPLNDAEQQK\n",
      "LPEESVLNEAIQAFK\n",
      "DFHIVAETGIHAR\n",
      "PEVDMEEIR\n",
      "SILPLGTIVYLK\n",
      "EFHVTAETGIHAR\n",
      "ETTTPDGPIGK\n",
      "STEHMEELNDQQIVR\n",
      "PLVTTTEMFKK\n",
      "LAAAGLEVTAIR\n",
      "YVPGQHGPNNR\n",
      "AIDNDANVAALGER\n",
      "PATMETGLVVNVPDFIEAGQK\n",
      "SFDVELTAAGDKK\n",
      "VFHNDQPVAWICAN\n",
      "AGHDVQYGK\n",
      "NVNNVIAEHIIGFDVR\n",
      "FLETTTPDGPIGK\n",
      "PDAAEELFAK\n",
      "SELKPFYDLYPER\n",
      "VEGVNDNGAEAVGLYR\n",
      "ITAGEAGPLHLEMTLTR\n",
      "ASELLENTIATLR\n",
      "LGPTPAKPGDPIGSAGPTTSGR\n",
      "SVNSYIDHTLLK\n",
      "LTVSLPAQKK\n",
      "SNQPITDMIETIER\n",
      "TVVFNTNHDILDGTETVISGASCTTN\n",
      "PIIHVELVEGR\n",
      "PGPVVIDLPK\n",
      "TTENIGEIVIAPR\n",
      "PLQLAKPEDVK\n",
      "LSGDIQVYFR\n",
      "VVEAESAAAR\n",
      "NEPNTFGWVVEID\n",
      "PATLLVQTASK\n",
      "ALIYDNRPYK\n",
      "TLASQIASDLLDIK\n",
      "ALVNQGIAQELGIIEIPQLHEK\n",
      "HYAHIDAPGHAD\n",
      "SLITDIYAR\n",
      "GHDGMGQLLGHK\n",
      "AITALEIKDK\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "SNLSVNAIR\n",
      "ALAIFGDHQDVMAAR\n",
      "NIINVLEQEQLR\n",
      "AVGGFNTNNLEWTQAILR\n",
      "TDKPLLLPVEDVFSITGR\n",
      "PATNTSAPTSSIPDIPVFMK\n",
      "AAANDAVILFVGTK\n",
      "PPIVTVMGHVDHGK\n",
      "TSPIHVTSEIGK\n",
      "LTTDLIINEAIVTTEAR\n",
      "LDPSQVNNFATSDIGTEDVSK\n",
      "YTPYDGDESFLAGPTER\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "LNQFDAGVLTGK\n",
      "GIHQNSPLIDVAEVR\n",
      "ASSSSIEFLPDAGVDVR\n",
      "AQIYHNITELIGNTPIVK\n",
      "EAVHIATTGR\n",
      "PANTPVALVR\n",
      "FVFSNYLLPAVR\n",
      "IGFDCASSEFYDAER\n",
      "SIVLGADAAGLR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "YVTEEELAAER\n",
      "PIVSYNWK\n",
      "VVIGIGGSYLGAK\n",
      "SGHDVIIGVRPGK\n",
      "AVYQDATGNAK\n",
      "AAANIVPNSTGAAK\n",
      "SKPQQTIK\n",
      "REPVGLVLAISPF\n",
      "ASTGYMPEAWHIR\n",
      "MQLHDVLIR\n",
      "ITVPEENLGDVMGHVTAR\n",
      "DGSVALNIAK\n",
      "VPAILEAVEATLGR\n",
      "GIVRPVNIPLNDAEQQK\n",
      "FVEDHDAGFPR\n",
      "PATILVQTASK\n",
      "EISDDLLQYQGLAR\n",
      "AVQMEYEK\n",
      "PLANVGTIGNR\n",
      "TIYNFSAGPATLPKPVLEK\n",
      "VILHTTYEQCLK\n",
      "ITDAVITVPAYFNDAER\n",
      "VEEYIPHADLR\n",
      "TETNEKVEPKPIDLGEYK\n",
      "AAGAETQPVPQPQPTPQVTSPR\n",
      "IVPNSTGAAK\n",
      "IDGHDGMGQLLGHK\n",
      "TGDQMILDGPHR\n",
      "SNFVLVSTLK\n",
      "PATILVQAASK\n",
      "SIHIAAQQGEIADK\n",
      "AANVDLSLEDFNTIQER\n",
      "GGGGGLGSGGSIR\n",
      "YIIRPNIEEEAK\n",
      "AAAELALISGQK\n",
      "ATFYVPAVNLIGK\n",
      "APQGSFDTSEIHVTGQASR\n",
      "SNANALGMVETK\n",
      "MPFVGQNDDDAFK\n",
      "SLDGYLDEISER\n",
      "PLGGATEVLGGHK\n",
      "SDAFTDVAK\n",
      "VDNVNNVIAEHIIGFDVR\n",
      "IMGEHGDSEFAVWSHANIAGVNLEEFLK\n",
      "IGGSNYQVPVEVR\n",
      "AEDNTTNVIYR\n",
      "YVPLSEMFGYATDLR\n",
      "SELLFNELPRPTFR\n",
      "SGGGVRPGFEGGQTPLF\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_795ws.csv\n",
      "Retrieving GO terms for sample: 866ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "SMAIANPEELR\n",
      "NVPLAVSFYDTAK\n",
      "AEIGVLEGYK\n",
      "MEYKSRELER\n",
      "VFLNHGQHR\n",
      "AMGSAGGLVGAD\n",
      "ADTTVTQWGAVFGAK\n",
      "FYEYAHNAVR\n",
      "APQENTFYAGVK\n",
      "PVLLEPIMK\n",
      "VLLASHLGR\n",
      "SDSSCIIIAITGASASGK\n",
      "LSLGDLDAITPQDLINPK\n",
      "KSNKNISHSK\n",
      "PNANAIANVFK\n",
      "GLFDFVSDIGK\n",
      "PITPNDILTK\n",
      "SIVIGADAAGLR\n",
      "KEYHVIAETGIHAR\n",
      "STTNELLYYIPAGQYGK\n",
      "EEVVTSDSEASLDQTSPK\n",
      "MLPVSAPFHSR\n",
      "AIGVAHPVSILVDTFGTGR\n",
      "SQEFINPSDGVIR\n",
      "IVAKPGLDGHDR\n",
      "SQWITEEQTPHLR\n",
      "SVLQAEFLAK\n",
      "AGVPLGNQTVLLR\n",
      "SSGLYSTEKR\n",
      "DVEITAPNGLHTR\n",
      "AKPGLDGHDR\n",
      "PTFVACSVPAYLHQYDMTSGLK\n",
      "SELLFNELPRPTFR\n",
      "SAHAAEEMQHMR\n",
      "EVVLFVGR\n",
      "HNDAVGPFK\n",
      "PGTITPHTK\n",
      "PEYWVAVVKPGR\n",
      "TTSDLEHEKEIAR\n",
      "SLTNEQIIEAIASK\n",
      "ALNIENIVAELK\n",
      "PSTDAAEVLGNISR\n",
      "PAGPSIEVK\n",
      "AAATSNVSHPVK\n",
      "NDELDKVRPEK\n",
      "LLPGVIHVSAR\n",
      "SVTGEEVTAEDLGGAMAH\n",
      "PTPVSPWGKPALGYK\n",
      "IGSVSEHIIR\n",
      "TILLDILLFLGVIWLLLGIAYLWK\n",
      "SIQASVEEILEDIKK\n",
      "PFGPGANPMHGR\n",
      "AVHIPAAGLALFDAVQRCEILK\n",
      "ATAFSENLTAEQQSQVLQVFQQFQHPSLQK\n",
      "TLLTQAYDEMMGHQYANTQQR\n",
      "HIALDTAEEASKGDAK\n",
      "SVPAYLHQYDMTSGIK\n",
      "VSYPIYHIDNIVK\n",
      "SDNPALLGKPTGFK\n",
      "SLGALYVVSGPSGAGK\n",
      "YVEKPVIVYR\n",
      "PVILEPVFK\n",
      "QEAAKPAEAAK\n",
      "HHIISNASCTTN\n",
      "SNTEHTLENAENTR\n",
      "EIEREEAKR\n",
      "VHINPNTLENIEER\n",
      "ILSDENFDNLKR\n",
      "VLAAVGDGEGK\n",
      "LAMTWAYSPSYGK\n",
      "AQETIFSK\n",
      "TQQILGGFPTR\n",
      "FDINVTFPAEYHSENLK\n",
      "PISAVIDGHDGMGQLLGHK\n",
      "PVIPEVVNQVCFK\n",
      "SLVSSPALAEIAK\n",
      "SEQNQQPEVTAEEQQEAVLQIQR\n",
      "IAHDISAFSFVAMAQAAR\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "RGPAGALIAEIR\n",
      "AAGVPIVEPIGGH\n",
      "PAGVLPQPAKK\n",
      "EIEREEAKREER\n",
      "PALGVGPGNVPCYIEK\n",
      "SKPNDDVVDAEFEEVKDNK\n",
      "EPQLFAQAVDQMK\n",
      "LVVAHGNSLR\n",
      "IDAAPEEKER\n",
      "FPEEYHAPELAGK\n",
      "PLVTTTEMFK\n",
      "ELGHEFGTVTGR\n",
      "FVNVVDMVGR\n",
      "GIGGEYGAVTGR\n",
      "SQGNLYILSAPSGAGK\n",
      "AENQNYGTGR\n",
      "AIPSNQANNLVQQILEFGEVR\n",
      "VFHGGSGSSR\n",
      "SMQDPIADMLTR\n",
      "GLTVADLQELR\n",
      "LVDKYAEK\n",
      "ADVVTTSVNNGDQLSK\n",
      "MSIDSTLPDAPPAESGAK\n",
      "LQTHEGAIK\n",
      "TIYADNSYSIGNTPLVR\n",
      "SYEAQNITVLEGLEAVR\n",
      "AITLPLLEAIVTR\n",
      "LTGEQTIGVFTGK\n",
      "QFVGNDKQDGK\n",
      "THIIVATHGK\n",
      "PISTTMAFVR\n",
      "PVTGSTCDAVK\n",
      "ATFNLIIVSAER\n",
      "ITAFTSHIIR\n",
      "VEMQLNHIHKK\n",
      "PFAPGANPMHGR\n",
      "PAEAAKPAEATPAQEQADYNK\n",
      "VLGKEPTK\n",
      "GFMEVETPMLQVIPGGASAR\n",
      "AIEVGNIIDGTVSGITK\n",
      "VMHPVCGK\n",
      "NTYDADKTNYSTNTSQNPDAIAHAK\n",
      "LNANIVGK\n",
      "SQEILNSVLAIESEAK\n",
      "PDKPITAKPAGTR\n",
      "YAGFATAEESNKR\n",
      "PADAYWGIHTLR\n",
      "VPALEEFAPLLEAQAR\n",
      "KLVLNHCELIR\n",
      "IDGGDYVVVTNVEK\n",
      "ILPVGAPSFK\n",
      "SIFTMGIDVGSTASK\n",
      "SIITDVYAR\n",
      "SYDKVDSK\n",
      "IINGGEHADNNVDIQEFMIQPVGAK\n",
      "SHSIEQLSINTIR\n",
      "IVYSPLHGVAAR\n",
      "GFTEETVR\n",
      "PNGSVDVQYR\n",
      "AGRDPSLNAKCYVLYSDNDLEK\n",
      "VGLISVHLFRPF\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "AGYVVVGTQWGDEGK\n",
      "FVYYLGPTPAK\n",
      "PCQSVAILGSAGK\n",
      "PGGQGVEINGK\n",
      "PVGVYSAK\n",
      "PAEQQVQAGGK\n",
      "LDDRDPNK\n",
      "VVAHGNSLR\n",
      "ETAHNESAHAK\n",
      "PINNLNAR\n",
      "PSFVGHTIAVHDGRK\n",
      "NGDKVEIK\n",
      "MKISIHVD\n",
      "IFPSKPYTAK\n",
      "ENIVITSIQPLYSLTSYLTK\n",
      "SGQTTSEYISHHLSFLK\n",
      "ALPSLPELALR\n",
      "VTSDSGIHAR\n",
      "TENNKPESQSIDEQSNNVEALLR\n",
      "DFHVVAETGIHAR\n",
      "VVLPHGTGK\n",
      "VIVSVHTAK\n",
      "YFSLIDMNSDR\n",
      "GVFGGYQILNR\n",
      "YAPFNAISLLIGAQAGR\n",
      "TISTAHVEYETETR\n",
      "FNHPQEVTPEAK\n",
      "PGESAEEKDHVKR\n",
      "HTPFFSGYR\n",
      "PDKPITEKPLEVR\n",
      "AFHPSAQQSSAHAAQIVR\n",
      "PFITDVLAR\n",
      "QQISRIAAGLLFGPAREVYH\n",
      "PFIPTTIK\n",
      "PSSLFVQLVTK\n",
      "AYTSSLDILETEIAIKK\n",
      "ATYTTSDFKPGLK\n",
      "DLIEGDLTVGQAR\n",
      "STNLEVGIVGLPNVGK\n",
      "MFGPFKPAPH\n",
      "IVIFGAGLGK\n",
      "EAGAGQGAPGCPDATVWSGVLDDPYTGR\n",
      "ALAPVDGDAMLLGSESPLAR\n",
      "KNNIRTIADNTFMTPIYQK\n",
      "FITSGLGGMSGAQGK\n",
      "PLSVPQGAIGLFTR\n",
      "AVIFSGIQPSGELTLGNYLGALR\n",
      "AYTIEEEQELNQLKEWWK\n",
      "VEMQLNHIHK\n",
      "PEVVNQVCFK\n",
      "SDEQGVQFGSPLATVR\n",
      "ELLPLLEQTVQMSK\n",
      "IVPNTTGAAK\n",
      "TTQTQDSDVLLTMTDVSK\n",
      "LVGVHDILTK\n",
      "CGIVGFIGEQDAK\n",
      "AQYSANFNQAK\n",
      "IVPAGAPSFK\n",
      "SNPLLHIEGLPPFSQIKPEHIQPAIQK\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "PVVHFDGDQADER\n",
      "TTSDPIADMLTR\n",
      "STFYVPAINLIGR\n",
      "VLQTHENAINAQK\n",
      "PGSITPHTK\n",
      "SGQTTSEYIGHHLSFLK\n",
      "ASHIGTNPETGKK\n",
      "AQMTMIQAITDALR\n",
      "PIFSVADLGIVGDLHK\n",
      "SSVVVVGTQWGDEGK\n",
      "PFLINEEELK\n",
      "PVDTIGQYDATK\n",
      "TDNQLTESWDK\n",
      "INTSHVEYDTPTR\n",
      "PLVLGGSHGR\n",
      "CAVQWPNVR\n",
      "PTINQLVR\n",
      "LEEKDYVK\n",
      "PGFEEGIVGHK\n",
      "LVLTAVEGEPSHLWASHLAK\n",
      "VILASHLGR\n",
      "SSAFTGFVLLNEAK\n",
      "PLIHVELVEGR\n",
      "SNLYDTANQLER\n",
      "AYLISEEAQDLLK\n",
      "PTFVACSVPAYLHQYDMTSGIK\n",
      "NLPSDGGARIVLK\n",
      "PAIFFDTVR\n",
      "PGSITPHTDFESEVYVLSK\n",
      "TTTNVVQLSSITPHPSVEYWSVCK\n",
      "QVLNQLVADLSQQSVIVHQAH\n",
      "PIITLPDGSKR\n",
      "ANLCEVCGK\n",
      "PLSEMFGYATDLR\n",
      "EENLAKANKR\n",
      "IEEKDYQK\n",
      "PFIPETIDGKPWESYPTEK\n",
      "PIITLPDGSK\n",
      "EFHVVAETGIHAR\n",
      "PVGAADPGDRAAD\n",
      "ALIQLTTEELR\n",
      "ALNIEQIIADIK\n",
      "SNQVTSAK\n",
      "VMTDPIADMLTR\n",
      "YKLKMPQK\n",
      "TALSNQYCLPEGITPEIFLR\n",
      "ELGQDVLEDFIDDTSHVSTVEAR\n",
      "GHISFDYSK\n",
      "NTIIGAEEVFTGR\n",
      "TESVLESVLEVSQLTK\n",
      "LTIDAVVQKK\n",
      "SQSAVPSQQPSNPDPLPPAGPGGSR\n",
      "CGIVGAVAQR\n",
      "TLLTAQQVMDIIPNR\n",
      "PATLSTGAVVK\n",
      "PFVGEPGNFTR\n",
      "TRNPIVFAFHPSAQESSAHAAQ\n",
      "GIEEQLGEIVIAPR\n",
      "LGEHNIDVLEGNEQFIN\n",
      "GLFDFVSDIGKK\n",
      "VTTSEQRVAVVIPAKDEQDR\n",
      "PLFNEALAELTR\n",
      "IGGAQINPYGDLNSTIIGDDYVKPK\n",
      "PSDLIPELQGR\n",
      "KGIMHRMRIR\n",
      "PVAETLQYLPLDR\n",
      "LAGGQPVSIANMK\n",
      "PLSYGGSQGR\n",
      "ACLYITEQGSK\n",
      "AVVGLFYGSDTGNTENIAK\n",
      "GLSVGIVGLPNVGK\n",
      "ESMKDTAR\n",
      "ETGKYEMKGEGR\n",
      "ASENLNQSSVALTPVEATDYAESVAAYK\n",
      "IVNGGSHSDAPIAFQEFMILPVGAPSFK\n",
      "QTRPAVINALAM\n",
      "DTAPGQHGAR\n",
      "IIGNEAPALDGKPHPSK\n",
      "RTNQTSMIYKEDIDDLK\n",
      "PDVAEELFAK\n",
      "KPRQYLILDIRLKTNERILSVVNPKYTPK\n",
      "ALEIFEYLEK\n",
      "ATNYIFVTGGVVSSLGK\n",
      "ELGAYYAQLFLGD\n",
      "STFYVPAINLIGK\n",
      "PANIDEVIVGNVLSAGQAQGVGR\n",
      "PDISDSAADVLAEPIVVCR\n",
      "SNEIYSNPLCER\n",
      "TAADLEHEKEIAR\n",
      "VAYPHEGAESK\n",
      "VWQSIEHYIFNHPYVR\n",
      "PVEDVFTITGR\n",
      "GAMHCSANVGK\n",
      "ETGIDPANLDEVIVGNVLSAGQAQGVGR\n",
      "STIIDVYAR\n",
      "PAVAEDLAVAR\n",
      "LNNEILGLLDAAAR\n",
      "TSTDGYDFEASEAVIDGDK\n",
      "SYANEINTLNQHLADTNKK\n",
      "ETGKEPYK\n",
      "HTPFFANYR\n",
      "VNVSIHTAK\n",
      "AQGFYELK\n",
      "AYTTFSQNK\n",
      "FVAEVFNGTPGK\n",
      "GLGDLLFK\n",
      "SSMAIMAIDASKMGNDLR\n",
      "YATNIITCFAR\n",
      "SLNIETTQGLER\n",
      "FVGAHGNSIR\n",
      "AQVQYYGTGR\n",
      "IAAGALDEAINYAK\n",
      "AFNPNNYKPATAK\n",
      "AFTPTASLK\n",
      "AEEQDIKQETVEETEDTTNVEEPTVEK\n",
      "ILFEGIPCWPGLK\n",
      "AYYPAEPFR\n",
      "NKDLNDELNSYDTEIIEVDTLKR\n",
      "PIIFPISNPTK\n",
      "TSDKFIVR\n",
      "SNQVVFDK\n",
      "SEQQLVLMR\n",
      "PAVNPGISVSR\n",
      "ANSPVMTVEVLR\n",
      "GLTAGIVGLPNVGK\n",
      "TFSFDTAAAQGAVIK\n",
      "AVAQYYGTGR\n",
      "SNLQQVIEAAFEK\n",
      "INSIMLDGKK\n",
      "ALLPSVYCKD\n",
      "WQFIHAWCLFCSVKNK\n",
      "STLNALGMIETK\n",
      "DLNDELNSYDTEIIEVDTLKR\n",
      "SVADLGIVGDLHK\n",
      "MAINPEFFGDPAEIKK\n",
      "SQYEFIDKR\n",
      "SEQITSAK\n",
      "PAVYEIIK\n",
      "PVSTLGEFLALATIK\n",
      "GLGAGELLPYLK\n",
      "MAINPEFFGDPAEIK\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "SETPVTENAYGASSIK\n",
      "ATWSNICR\n",
      "TLQIIAGR\n",
      "STHPIHVFSEIGK\n",
      "LTDPIADMLTR\n",
      "PVANVSNNNANTASAK\n",
      "VDAFTPIWALKK\n",
      "GFLEVETPIMHPILGGAAAK\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "PIVEPIGGHAVFLDAR\n",
      "SNQNVYDTANQLER\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "RSWSDDGDRRGDRR\n",
      "TVQIMYGEELGIPR\n",
      "MIYENVLDLIGNTPVVK\n",
      "HPTAGVTAIGCR\n",
      "IAEVMNLIGEVEGK\n",
      "TIEILVPDLPESVADATVATWHK\n",
      "HGNIVEILEYAIEHNK\n",
      "QADKYKVPR\n",
      "AEQLTDQALVER\n",
      "VYIEGATVGLEK\n",
      "PTAEAEEIK\n",
      "EYVEKPVIVYR\n",
      "DPKTGKTDMK\n",
      "PASTTNTNSGIPDIPVFMK\n",
      "VWIGGGSGVAGR\n",
      "PEYNIALGQR\n",
      "PVVGFIGGQTAPAGK\n",
      "PTLSQLVK\n",
      "GLTVADLQELRK\n",
      "SLEILDQLEEK\n",
      "SEQNQQPEVAAEEQQEAVLQIQR\n",
      "SKPEIMNTLVYGLEGENWEK\n",
      "SNALGMIETK\n",
      "SEATTTLDGWYCLHDLR\n",
      "PTDKPFMMPVEDVFTITGR\n",
      "TGKPLSYGGSQGR\n",
      "SESFAQLFEESLK\n",
      "AMFATNSVQEVMDLAGVAHLAALK\n",
      "LMPIEDVFTITGR\n",
      "VNSEASHLK\n",
      "VVGDFPIELDTVVVGAGPGGYVAAIR\n",
      "IEPAGVLPQPAKK\n",
      "PLTEDVVKPDQALFDSLCNQFK\n",
      "PMVFEIDKDLK\n",
      "GGYSVEDLQQR\n",
      "SITVNQIVLHQLVK\n",
      "SDVFHLNLTK\n",
      "CGYVHVGEEAPK\n",
      "PTISQLVK\n",
      "VTIVATGLGDVVSAEPVVIAR\n",
      "LEATLAAITGSLK\n",
      "PITSLEIK\n",
      "QGTESGAALVYEKDR\n",
      "GILALHSK\n",
      "PIISEVNIK\n",
      "AVIEQVIAR\n",
      "GLYAEGDLGLSK\n",
      "AAGFEYALPSLPELALR\n",
      "KIVEIELNQVK\n",
      "AIGIAHNLISACIDNHINSGNALGIDITK\n",
      "LVDKYAEKR\n",
      "SVIEINHPLIEHK\n",
      "PILATEAEVAAAPEHFDTIPALGAK\n",
      "TDINTVLAELKR\n",
      "VEVGVFDGSLSVPSLSFPQR\n",
      "PYLNPNAALLTLSYLGAER\n",
      "DNEVDENFLK\n",
      "TAQIFEQVK\n",
      "EGDEVIVPAYTYSATALAVLHAGAK\n",
      "QVNLFDVYQGIGVASGHK\n",
      "ANVVEPTLTDDLVQTLR\n",
      "FATNSVQEVMDLAGVAHLAALK\n",
      "SQFFYIHPENPQAR\n",
      "SVIPMVVEQTSR\n",
      "AQTLLHACIR\n",
      "SEQLHSINEVLQDLK\n",
      "YLLGTSFAR\n",
      "APQANTFYAGAK\n",
      "STQFVYTMHR\n",
      "VSMYEYAR\n",
      "IASHIGTNPETGKK\n",
      "FNPFIPLMLGGDR\n",
      "SGFVTIEDLK\n",
      "SCTNSEAIMVPTYAR\n",
      "AILVTGGAGYIGSHTVVELLNANK\n",
      "ASAEQYSYPAPQAATPAYQTSYATSAPR\n",
      "PFYFSAEK\n",
      "APIFSVADLGIVGDLHK\n",
      "TTLGTALTPNAIK\n",
      "TDSQVEAQAENNAEGVQK\n",
      "SELQTMQDALDIVK\n",
      "THSITYTAK\n",
      "VMTDPIADFLTR\n",
      "PAPAAAAAPVPAGAETVK\n",
      "SVTVETLENLER\n",
      "VAYGTLTQLLLENR\n",
      "DAVKDPAK\n",
      "AGNGQGVQSQDIIK\n",
      "PVQIAADAAEAALR\n",
      "YIANSGYTNVCR\n",
      "VAHIASDNVK\n",
      "DLGDELSNELK\n",
      "AVENITMPQLGESVTEGTISK\n",
      "PDHYEEAR\n",
      "INAPEGAFADVVLMPGDPLR\n",
      "IKDVDKDR\n",
      "FVYSPLHGVAAR\n",
      "SEDVELLEEQK\n",
      "EVIKDADK\n",
      "DRISMRIMGTLMPK\n",
      "VINIHHSFLPAFIGAK\n",
      "VMVTSHLGR\n",
      "AITAITSVQEFDEK\n",
      "GFLEVETPLMHPILGGAAAK\n",
      "GIGGATFPTHVK\n",
      "AITAQMVK\n",
      "ATITAALVK\n",
      "TQVLENVK\n",
      "ITAAPTSGNDAGK\n",
      "TTQLDSLR\n",
      "PMVAIVGGSK\n",
      "ATSMVIGTQWGDEGK\n",
      "ATLTINTDEK\n",
      "PIIFPLSNPTK\n",
      "FFSMATAFTK\n",
      "ATIRPILATEAEVAAAPEHFDTIPALGAK\n",
      "EYHVIAETGIHAR\n",
      "SFLDGYFR\n",
      "PALGVGAGNVPAYVEK\n",
      "SSVLEQLKENYIFAVIR\n",
      "APQGTFDTSEINITGQASR\n",
      "TNFNELQEETR\n",
      "NQEMGGFAPAQSAPQPSYQSR\n",
      "VPAILEAVEATIGR\n",
      "NLLGLEVQDLDEGK\n",
      "ASDKFIVR\n",
      "SIPDDSIAIVD\n",
      "GPGANPMHGR\n",
      "SLANIDEANENAVR\n",
      "TISQTELNQQLK\n",
      "AELELVCVPTR\n",
      "FSGADALGPLIQGLAK\n",
      "TKPIVFSGVQPSGELTIGNYLGALR\n",
      "KEFHVVAETGIHAR\n",
      "PATAFTQLAAK\n",
      "RFQMSHTLTLR\n",
      "PIEVGGSLGR\n",
      "TNVTGTER\n",
      "SEHILIIEDDLDIANIER\n",
      "SSGMNVSHSHIR\n",
      "VGFINVHLFRPF\n",
      "AVPTFVVDAPGGGGK\n",
      "CVVADDVAHESR\n",
      "VGELISVHVIPR\n",
      "HGLHATFMPK\n",
      "AIAYHGNIVEILEYAIEHNK\n",
      "STHVTFDYSK\n",
      "TINTAHIEYETANR\n",
      "YSDKVVTK\n",
      "CAVGGVQPQSETVWR\n",
      "FKDEIVPVVIPN\n",
      "EETAHNESAHAK\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "NSVSGVAHFAAENEDDCIAQIR\n",
      "PTVATYNQSGVK\n",
      "AFLPGSLVDTR\n",
      "IIELPYIKDK\n",
      "ETGKYEMK\n",
      "LLDNAVADLAAISGQK\n",
      "DFHIVAETGIHAR\n",
      "PFITHHNALDVDMYLR\n",
      "KEEKFQEK\n",
      "PLVTTTEMFKK\n",
      "NAMKAKGIDK\n",
      "SMTNYIIVMK\n",
      "PGSIHPHTNFK\n",
      "PSAVLVNEVK\n",
      "QTIKAYGENK\n",
      "ATINQLVR\n",
      "PGSVSPHTSFK\n",
      "PGTPAADMPDDVTEEEKK\n",
      "AVITAALVK\n",
      "PIQLPFIPHEDPR\n",
      "PIPALLCDFSAPVK\n",
      "KEEFRQEK\n",
      "PATLLVQTASK\n",
      "VGLISVHLFR\n",
      "PAGTGFAYHQGR\n",
      "PYITDVYAR\n",
      "STGTSGSGQSVEK\n",
      "PIEGHKPAAAILR\n",
      "MFATLEGLDSLEMIPDAKK\n",
      "PAPFLIHQESDVIVR\n",
      "PATLLVNTASK\n",
      "ALIYDNRPYK\n",
      "PGYKPLPAVPYTAGDMAQQMPVSK\n",
      "SQLLQEIESLR\n",
      "TLPVPCNEK\n",
      "FVAKPETVKR\n",
      "PAVVLVSDGVPTDEWR\n",
      "EEPTTITMYQIGTPPDNLDQLLAK\n",
      "SYAYDTIADIIR\n",
      "VPILDEVVEEDPNKK\n",
      "VGLISVHLYRPF\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "VTIVATGLGDVVAAEPVVIAR\n",
      "YAAVYEILR\n",
      "EVAVIGLPD\n",
      "SLPGAFTPTCSSSHLPR\n",
      "KADDEVTQIEK\n",
      "TNDMFSLK\n",
      "LSPILAVLK\n",
      "IVPTHQGR\n",
      "AQVTAQLVK\n",
      "PHSEVELILPK\n",
      "SFTLPALPYAYDALEPAFDAR\n",
      "PAGNQADIVK\n",
      "NAEIADAEDRPY\n",
      "AENLLQTLSTLITEQR\n",
      "QTIIGDEQPITCR\n",
      "GGDLPWGR\n",
      "FMAINPEFFGDPAEIKK\n",
      "PIVEHIQEAAK\n",
      "AYSPSYGKPLSVPQGAIGLFTR\n",
      "SDIMYPVSFGNLMNHIMTEYK\n",
      "MNIGQVLETHLGWAVQGLGMQ\n",
      "TLANFDELLAK\n",
      "LIPTVIEQTNR\n",
      "PAQNISAVGHGK\n",
      "MQLHDVLIR\n",
      "AELSYEEELR\n",
      "SEIQQFSQHDIEVLNEETVYK\n",
      "SDLLITHVDVLTDEGVLK\n",
      "VPAILEAVEATLGR\n",
      "LVNTVVGFIGPEYLYDSK\n",
      "PATILVQTASK\n",
      "ASELGGNVAGSK\n",
      "IDGHDGMGQLLGHK\n",
      "IVESGTPGFSIGK\n",
      "NTEGIIEDDYR\n",
      "THEGVIQNHEK\n",
      "SLTGQPSACGTAR\n",
      "TETVENQQLQTMEDALDSVLDIKPGDVVK\n",
      "SIHIAAQQGEIADK\n",
      "EMVYKPVEQPVEAPNPNLK\n",
      "SEQEQQQPIFNVER\n",
      "GTKEDKEFK\n",
      "MELAFDSISGR\n",
      "EVKDKVETK\n",
      "TDINTVLAELK\n",
      "ANEVADFAAAHK\n",
      "ADNSNVDIVFLKPSK\n",
      "WHRDEYKK\n",
      "ELYNLYFEK\n",
      "GLLDDVTGK\n",
      "SYPIYHIDNIVKPVSR\n",
      "VIVPEGTQLDEK\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_866ns.csv\n",
      "Retrieving GO terms for sample: 733ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "TGEEEVFSHTDLYDFR\n",
      "FVNDAFGTAHR\n",
      "LTLADVMPTGYHAAR\n",
      "EKANQRVK\n",
      "TVGTYNPLVEENQVTLKEDR\n",
      "MLFAFSVAPTVSD\n",
      "VGTLIHNIELKPGK\n",
      "DYVSVINAPTADKPYGK\n",
      "DENNVAKEGDIVR\n",
      "PIPKPGVPESFR\n",
      "IGYSTEFLSMTR\n",
      "TAAEAEAEKDR\n",
      "PSVESFELDHTIVK\n",
      "VIIDDRIEGKK\n",
      "YMKPVPGNPDR\n",
      "SADCPFASIENPDKK\n",
      "LDTAGVADRK\n",
      "AGYITIAEHYISYR\n",
      "PNPMYGSWESAVYQGKK\n",
      "VVDSLVTGHR\n",
      "LAVEGLTDDVKK\n",
      "PVANKEAIAQVAAVSSR\n",
      "DDEYLLLGDDRIVSK\n",
      "VNPDDVVEQYGADTLR\n",
      "PAILTWYETAQHAFDR\n",
      "LVLHQGHLLR\n",
      "LLINEWHLLAR\n",
      "GATAAAVWTAHR\n",
      "VLTSGGDAPGMNAAIR\n",
      "VTATNMLETMTEKPR\n",
      "FMPVHGEYR\n",
      "FATIGNAVSLNHMYADTR\n",
      "EAAEILGLKEFLER\n",
      "LFEGEAKEYSYK\n",
      "LDYAMTLGADYVATGHYAR\n",
      "IPVGTIIHNIELKPGK\n",
      "EAATDVANFAPSNK\n",
      "EVPALEQYGHYFDR\n",
      "DYLHEDLAIR\n",
      "VNAVSHLVTVEDVK\n",
      "VPSYDIESFVNSIEKPR\n",
      "IGVLGQVHPVTAK\n",
      "PVYIQEDMVGHK\n",
      "SVNPANKEELVGR\n",
      "EQFFIGEREEK\n",
      "FAESLTDHLGGAK\n",
      "INVALNNGTLQHPVK\n",
      "ALTALEIKDK\n",
      "EILEQMEHAEVR\n",
      "VKPWNSTWFANTK\n",
      "ANAGQHQDTGAK\n",
      "IDFLNHHFANLQTK\n",
      "TIIGGGVVGTHAAR\n",
      "GTPVIALLSDPVLASHTR\n",
      "VEVQDYDGNVKER\n",
      "QVIAKPGSINPHTK\n",
      "SDNEDEKVITR\n",
      "VDGSELLETKK\n",
      "FDGTIKPENPR\n",
      "QFIADDKEWGPK\n",
      "VQGITGSQGLFHTK\n",
      "GVVVPDKFYELAR\n",
      "IGQVMELHLGMAAR\n",
      "YLKPEEPFTWASGIK\n",
      "SASHKYPR\n",
      "LEGMDGKPVVVR\n",
      "NAIQVGFDDKR\n",
      "SGVEAVIDKDFASQR\n",
      "GADFLYSVGTIHDR\n",
      "VDHGDVKVEDLEAK\n",
      "ATGGSAILAIDSLKK\n",
      "DLGAHPEYLGANDIQLGKK\n",
      "AAENIVPNSTGAAK\n",
      "LIGSVSEHIIR\n",
      "GNEFVYVFDDEASKLK\n",
      "TEPILQVK\n",
      "FPIDEGDAPESYGK\n",
      "SQVDDTIKNLEK\n",
      "AAVDAVFAAVSEYLSK\n",
      "VVLKVEEK\n",
      "PEVELPNAELLGKR\n",
      "TTEHMEELNDQQIVRR\n",
      "PAISGHEAPVR\n",
      "EGGHIVANGLNLK\n",
      "VASHMDEVGFMVSEIKPDGTFR\n",
      "AFLKYPLK\n",
      "AVVTRPFGFEGSK\n",
      "DPIADFLTR\n",
      "VIGYGSQGHAHAQNLR\n",
      "PDTDEEEERPASDEEPFAALAFK\n",
      "AADAVKEEAER\n",
      "GPVLQGLNKPVNDLSR\n",
      "VGGFNTNNLEWTQAILR\n",
      "GVEGTTGIGHTR\n",
      "ISSDSHPFYTGR\n",
      "IAILSTSEGLLTDKEAR\n",
      "GTFLHSAR\n",
      "QAVEGDGKVER\n",
      "NVSLHTAKPGMVIGK\n",
      "TFLSLDEIEEIRK\n",
      "GPDTLISEDLAR\n",
      "SLKVPAILEAVEATLGR\n",
      "QDGISAHILDLR\n",
      "TAVGLLPIAASGADIK\n",
      "LVKPGETLELLVLR\n",
      "TTIHGYTGDQMILDGPHRK\n",
      "MALHDTNVLR\n",
      "DLTDPVMLAHLLK\n",
      "YAVGQEQSNHFR\n",
      "LDTQAALEAEGVHVR\n",
      "VLEMFFSTHGAR\n",
      "EFLEHSNIEER\n",
      "PDETYEVVHSLAK\n",
      "AADNQPAVDIHVLQGERPMAADNK\n",
      "AQMTMIQAITDALRVEMK\n",
      "TLTAAITTVLAR\n",
      "PELDEEGRKWFK\n",
      "YLDKDQLK\n",
      "SFIGEHEITYLR\n",
      "TFDAIDQMAVSTIR\n",
      "NMTQAVLKPMSK\n",
      "VAVGKPDDFKK\n",
      "GFVIAGNSHAATK\n",
      "QADGLYHQNR\n",
      "DAGSSMLDELLANLKK\n",
      "DDANNETQDVVKR\n",
      "LQMHANTR\n",
      "GQTVQAVEGDGKVER\n",
      "GGLYGTIDEVDTDRK\n",
      "ANITTSLFQEMVQAGATR\n",
      "PVGNDQKPMIEQTR\n",
      "IDETVEPYIVDKDGNR\n",
      "KPGFEAITAAVEER\n",
      "PELNGKLDGAAQR\n",
      "SQEVEEKVIEEAKEDIK\n",
      "IFPSFIGYTIAVYDGRK\n",
      "GEEHYAVASEVKR\n",
      "TAIDFTAEVEK\n",
      "HNAPHTSSSIVSK\n",
      "DGETILDNISFILRPGDK\n",
      "PGAGSLIALVEAATR\n",
      "NVFHPDIIAFLSTKK\n",
      "CLVAAPEGVKK\n",
      "SEPLFLQSVMQEK\n",
      "VQMEYEKDVK\n",
      "SFADAQDSLHNADKAK\n",
      "TVSLDWENLGFSYMK\n",
      "LVVSEAFANEGPTMKR\n",
      "GVLGQVHPVTAK\n",
      "ELLNMKEEMAER\n",
      "AGSANNQLKEDR\n",
      "ADHAGVPLGK\n",
      "DLGAPSIIVQNEKR\n",
      "YTGPTTILHNLR\n",
      "IETTTSEFDREK\n",
      "VMVKDENKINK\n",
      "PIGAEDDFR\n",
      "GLMTTIHGYTGDQNTLDAPHAK\n",
      "QASLEEKVDAEVR\n",
      "VEQFHVAHISTGDMFR\n",
      "FVKPTTFMNESGK\n",
      "AGSVIQGENYR\n",
      "PVLPDHLIER\n",
      "DLMLAEVNQTLAKK\n",
      "FHLVGNDATK\n",
      "ITDDERYNAVTAEWR\n",
      "TTEHMEELNDQQIVR\n",
      "AAILNEMKEIDAK\n",
      "PVIGAGGVADGR\n",
      "AQNTIVTTVMSNLGFHK\n",
      "SQGFALDGKGEK\n",
      "QALVVPDPSAQTMK\n",
      "PIETPEGPNIGLINNLSSYGHLNK\n",
      "DLHLTEEEKEK\n",
      "AFEIIMPK\n",
      "PLSSLANAGIR\n",
      "YVHYVDENGNTIK\n",
      "AEEYLGEKVTK\n",
      "TTFLGNPVTFTGK\n",
      "LTIAMGCTGGQHR\n",
      "PSFIGYTIAVYDGRK\n",
      "NQVVADLYTAHIALHQVHWYMR\n",
      "TGSSPVTTQVPHAVGIALAGK\n",
      "QAEEDIKAELAAEGKPEK\n",
      "IVVKPEDQPR\n",
      "VGDALDLSHALAFTSPK\n",
      "QLIGFGNFEVR\n",
      "GMEAHGNSQIVR\n",
      "GSIDLVVDKIER\n",
      "VGNEQHGLVNLGK\n",
      "VITAPGGSDVK\n",
      "VYSVPTEDKK\n",
      "LVSSAVHPESR\n",
      "SGASTGEHEAVELRDGDKAR\n",
      "LPILNKPIPIVGDEHADPEFGTGVVK\n",
      "ADLAVNDAAAFTALADAAK\n",
      "LLKPAIEGAGVAAGGAVR\n",
      "PIGHWGTVPGQNFIYAHLNR\n",
      "DLVVITAGAPQKPGETR\n",
      "IPHNTTPK\n",
      "DLDENSIIDTQIKR\n",
      "PDVMYVVDPHK\n",
      "VQNHTLQLLSLLAMDKPATFTK\n",
      "SFYANLIQFDHPGWVK\n",
      "LTVAVVTRPFGFEGSK\n",
      "AQMTMIQAITDALR\n",
      "LPLSVFQEGQYGVK\n",
      "SGGIDSPVAGYLALKR\n",
      "VEVQDEPVTKK\n",
      "KDFHVVAETGIHAR\n",
      "FENLTPLHANSR\n",
      "DIDPIRDEVLEFESVK\n",
      "FLSLDEIEEIRK\n",
      "VSNEIIDKR\n",
      "FEANPSEELYR\n",
      "PFLENDDSNR\n",
      "PLHGTGEMLAR\n",
      "GGDNAGHTIVIDGKK\n",
      "VTTVMSNLGFHK\n",
      "TAGAPQKPGETR\n",
      "ITLRPEGTAPVVR\n",
      "TLTTISKEEFTSFANTVSHR\n",
      "AKTEIKQELR\n",
      "ILNEMKEIDAK\n",
      "PGFEELGAELNAR\n",
      "PVIALLSDPVLASHTR\n",
      "IIHTDEKIDSDDEPTR\n",
      "PGIDGLVHVSQISHK\n",
      "VALHAVAQTQK\n",
      "EGVNDNGAEAVGLYR\n",
      "IDLGAHPEYLGANDIQLGKK\n",
      "TAEVDGKEHKESYEK\n",
      "GQITEEEAAHHPQR\n",
      "AKPAVQFGGR\n",
      "QEIIEEDGKLR\n",
      "NNVIAEHIIGFDVR\n",
      "FDDLTFDNTQVGTHK\n",
      "VPNSTGAAK\n",
      "EGIHGDLDQNKR\n",
      "NYITPDVVHVMMDGR\n",
      "ALNIEQIIADIK\n",
      "PVLSDVFTMNNVVR\n",
      "SFENKETNR\n",
      "GYAVGGFNTNNLEWTQAILR\n",
      "VISVHTPR\n",
      "GLALGDAHILR\n",
      "NESNVKDAYYK\n",
      "AAATELTKK\n",
      "VIGQSGNLTPADKK\n",
      "DYILDAAGNKGTGK\n",
      "GIEEQLGEIVIAPR\n",
      "IISTSEGLLTDKEAR\n",
      "GNILQHGVILEK\n",
      "KPFQATEIYK\n",
      "AAAEAEEIKAKLEEAGASVTLK\n",
      "SGVPFLLKENHEK\n",
      "YMKPVPGNPER\n",
      "PVNDPTLLWINSGVATLKK\n",
      "YGLLINEWHLLAR\n",
      "LELGLKPSDILTR\n",
      "QVTPEQADVEAETK\n",
      "TVTVSHDGTAK\n",
      "ILDEGSHIVDDMIESIAHR\n",
      "ILSTSEGLLTDKEAR\n",
      "LIQELIHNIAQEHGGISVFTGVGER\n",
      "IGGGDSAAAAINLGR\n",
      "LISPFDKGSIADIER\n",
      "VIQSNSGLTDEEIDR\n",
      "TGEGVTVALGHSNATFEEAKK\n",
      "GSATNQPVGRPSTK\n",
      "SDSVAKDELRK\n",
      "IPELNGKLDGSAQR\n",
      "GIASSQRPYK\n",
      "VSSAVHPESR\n",
      "SDDITGSVAKQDK\n",
      "TVDLDWENLGFNYSK\n",
      "GEHEAVELRDGDKSR\n",
      "APTDPDRVVTIIGNANPSDKVR\n",
      "YLVTNTHVINGAK\n",
      "PGDDLPVIQGSALK\n",
      "LPIAASGADIK\n",
      "IDTPGHVDFTIEVQR\n",
      "PIVGTTIPHEVLGTFGGGK\n",
      "GVGTGGTVSGISHTLKK\n",
      "AASLALKEAAK\n",
      "AMPHATPSDR\n",
      "ATTSHWITNR\n",
      "VSGNEMVSGALDKIK\n",
      "STIIDVYAR\n",
      "VIATGSNHR\n",
      "YDFYDKGDR\n",
      "PYQVNMDLIKK\n",
      "SSTSHDIISR\n",
      "SSDSHPFYTGR\n",
      "WVDDQGKVQVNR\n",
      "QELFSNHYFR\n",
      "PTPNIFAGGENMHGR\n",
      "ISTYKEER\n",
      "PGIDGLVHISQISHK\n",
      "AQVQYYGTGR\n",
      "PNEGSEQVQHHQGK\n",
      "APDTTILIDYMLNR\n",
      "ITDLPSTLHNALK\n",
      "PQTGEEIEIAASK\n",
      "NYITPDVVHVMMEGR\n",
      "AESYGATMFNVLTGFK\n",
      "DPMLATGGSAILAIDSLKK\n",
      "DGSYHDVDSSETAFK\n",
      "AYGTLVQLFLENRPK\n",
      "TEEELAAERER\n",
      "PVGTLIHNIELKPGR\n",
      "ADYLHEDLAIR\n",
      "VVVDSLVTGHR\n",
      "AAGDVIEGTVKR\n",
      "WASLGDGIFVNDAFGTAHR\n",
      "ATDVATFAPSNK\n",
      "DIELTSAGDKK\n",
      "LIFPEINFDDVDKVR\n",
      "KPALPHLK\n",
      "PSEGPDDLYAK\n",
      "FTDGPKDQGGLR\n",
      "VFSPHPHAAK\n",
      "VQDYDGNVKER\n",
      "SDQAFHDILDYIK\n",
      "TAHVEYETAKR\n",
      "DFLNHHFANLQTKEER\n",
      "NGDLVAPSVKPGDR\n",
      "WDPVYMAFATKPK\n",
      "TDGVQSVHVEVK\n",
      "GEDGYWGEKLDR\n",
      "EDGIIGDGELAPIEDAK\n",
      "LTSEENEDKYLR\n",
      "SDYIEVQSDEIR\n",
      "PGFEAITAAVEER\n",
      "PVIQGSALK\n",
      "QGEPIIAHYR\n",
      "FPEIDYDKVDR\n",
      "PLFETIEDLDHSEETMR\n",
      "IALVHYTDGVK\n",
      "LEVAGVHNVLAK\n",
      "TNMLETMTEKPR\n",
      "VTHQEVVDAIQAAGVKR\n",
      "FLVAANPVDVLTYSTWK\n",
      "ALTFDELTER\n",
      "QDTAFSHGR\n",
      "SMVHAGDFKR\n",
      "PYDTPYNTTEEGEKPNTIK\n",
      "SDLTEDFKGPSKK\n",
      "PDQLEDLESGYRK\n",
      "GTSVDNPEGFHFEDLR\n",
      "AFANAGQHQDTGAK\n",
      "FLENRPKEELNK\n",
      "PVGTVVHNIELKPGR\n",
      "ELGAIVVRPEEGETIVEAIHR\n",
      "IGIMAHVDAGK\n",
      "DIGGDKELPYFDLPK\n",
      "PIAASGADIK\n",
      "ITLEHKESGER\n",
      "AIELFKPFVMR\n",
      "PVLCGSAFK\n",
      "LAEDEKPLGK\n",
      "ESLRPTPELSFAVR\n",
      "ATNMLETMTEKPR\n",
      "TEIKQELR\n",
      "PTVPGFVHIADGQINVR\n",
      "SADILLTHFNQLFCPK\n",
      "MANHSGDFINSDK\n",
      "PDADRLGVEIR\n",
      "AIELLTPFTK\n",
      "FQQHQVPYDPAK\n",
      "ETAVGDEGGFAPR\n",
      "TSAATTAQWDGHR\n",
      "ALDLSHALAFTSPK\n",
      "ESFELDHTAVK\n",
      "VEVYTESGAHGR\n",
      "VCPIPQIGGGR\n",
      "PSPTGLLHIGNAR\n",
      "AADFGQEVADKVR\n",
      "LTSGGDAPGMNAAIR\n",
      "GNIMGNFHPHGDSSIYDAMVR\n",
      "AGIEFDQAYTSVLKR\n",
      "ALGVPNQQHAVKPR\n",
      "PEPERDTDKPLLLPVEDVFSITGR\n",
      "IEFTEEEQKVVK\n",
      "LGSVIVEIPVKEVR\n",
      "GTDYVVIGHSER\n",
      "EFDQAYTSVLKR\n",
      "TDNGATVVESKDWEK\n",
      "AVGDEGGFAPR\n",
      "SSPIIMAPVAAHK\n",
      "TLGEPDFTTPEHVK\n",
      "LDPEYDLTHYR\n",
      "SGKPSLIEVK\n",
      "TDGYEAVQVGFDDKR\n",
      "FVDEGPTLKR\n",
      "VASDSVAKDELR\n",
      "VIPALTEETRR\n",
      "NEVNFDKPENAR\n",
      "GYLYGQYKR\n",
      "HGDHAEQGER\n",
      "FDVLNNDSTNYSHWHEVR\n",
      "IPALTEETRK\n",
      "TDSLNKPWTEAQQHK\n",
      "GIHVIDLQQTVK\n",
      "DGDGHLESSDPIKGK\n",
      "VLDSQSGVEPQTETVWR\n",
      "ARPFVGEPGNFTR\n",
      "LNGLGIAILSTSEGLLTDKEAR\n",
      "PFITHHNAQNIDMVLR\n",
      "PGHVDFTIEVQR\n",
      "NAAGVATHFIER\n",
      "LDEQPEFVEHVK\n",
      "AIVSAEKFVQAAR\n",
      "LAAPGSINPHTK\n",
      "DGQGHLESSDATTGK\n",
      "PGIQGGPLEHVVAAK\n",
      "DPSSPVKYDDASFDLLHTTDR\n",
      "AAPQLDISKR\n",
      "SQIIELPEVLANQIAAGEVIERPASVVK\n",
      "TYTSLESSDQAQYPYSLR\n",
      "HSAETIKENTR\n",
      "PLLAATVLASEGVTTLK\n",
      "LVSHDEIVEAAK\n",
      "EIIEDDKQGIIR\n",
      "ENMPASDKLQR\n",
      "LGEVGNAEHMLR\n",
      "APGVIKEGVAAAEAEEIKGK\n",
      "FALLGKPGFEELSK\n",
      "THEYVIEMR\n",
      "VGEEHYAVASEVKR\n",
      "NIEKDFGK\n",
      "VTDSSHIVAVPTIDHGNK\n",
      "VVLKIEEKEEK\n",
      "PETTAIGSLAHYITHADSK\n",
      "VIGGDGSYHGAMR\n",
      "PGETEEDEKVR\n",
      "SEVAHNVQTK\n",
      "QGLNKPVNDLSR\n",
      "AQHFGAYQHNGGR\n",
      "PPLAQVGLTEDQAR\n",
      "GGVDLTTDNLSADAKK\n",
      "DEEIASFKENPK\n",
      "TINTAHVEYETAKR\n",
      "PLAEMFGYATVLR\n",
      "SVGLVHTADAAAR\n",
      "PNTFFLGHVDLSDTER\n",
      "PQGLTSLLAFDESK\n",
      "SGPFHTALLESASQK\n",
      "GGVRPGFEGGQTPLFR\n",
      "IGSGTSLDSAR\n",
      "GQPLFLHSVMQEK\n",
      "YPTSANFSTDLHSLGQFIQEGTR\n",
      "LLGKPGFEELSK\n",
      "THSNHPGGLK\n",
      "VMTDPIADFLTR\n",
      "SNNLINLGIYKDVK\n",
      "GAIVVRPEEGETIVEAIHR\n",
      "VEGLMTTIHAYTGDQMILDGPHR\n",
      "AVENITMPQLGESVTEGTISK\n",
      "LPSLEEFPYAIR\n",
      "SFETEKLVENFK\n",
      "VSDKEVDKELAK\n",
      "GILPILSSYIAHR\n",
      "GNVVVHPDPEAKR\n",
      "SVSFENKETNR\n",
      "LENAGLSVSDINEVILVGGSTR\n",
      "AESVELLVK\n",
      "PGEGTYTVAPDGTVTFVPEK\n",
      "TVALHAVAQAQK\n",
      "YTHSMYPGGLK\n",
      "QIETTTSEFDREK\n",
      "SNIQNMSLEDIMGER\n",
      "LLGASGQRPSEAK\n",
      "GIGIIIASHGK\n",
      "YDLTEKSEAEMMK\n",
      "MLNHSFYNTLSK\n",
      "ANANALGMVETK\n",
      "AFYQDAFGFEEKR\n",
      "FDVELTSAGDKK\n",
      "IDVHVNQGKR\n",
      "VATLGPAVEIR\n",
      "VFEGTPIHLIAR\n",
      "INTAHVEYETAKR\n",
      "IDEAWKNPEFQAASKN\n",
      "ENNHAFLPGAVSR\n",
      "PAYFDQVLLLHR\n",
      "PFEIKDGVEASDDTR\n",
      "ASKDFHIVAETGIHAR\n",
      "GSTFDTSYRPEEK\n",
      "AYTTEQIEEIKNK\n",
      "QGLIDDAVEQGATAK\n",
      "IQSAEMADLLEKR\n",
      "SNNLINLGLYDDVKK\n",
      "EYGLIDKIFTNR\n",
      "PFADIASIWR\n",
      "TGVAGTVAAVAGAVYTFK\n",
      "LLIHDLEVLR\n",
      "MASKDFHVVAETGIHAR\n",
      "PGLIDCHTHLVYGGSR\n",
      "LNIENIIAEIK\n",
      "GVPVVLGQALAAVHK\n",
      "LKPAIEGAGVAAGGAVR\n",
      "PERPFVAILGGSK\n",
      "PQVTAIYDAAAVAR\n",
      "DADVEDFNKIHEK\n",
      "IPTWQDALKEFYK\n",
      "ILNHFLDGFR\n",
      "EFGKPIADLFEK\n",
      "DENSIIDTQIKR\n",
      "GGIEEVIENAKK\n",
      "STHVTFDYSK\n",
      "AAIDLGAHPEYLGANDIQLGKK\n",
      "SLKVEVSGMK\n",
      "SSADANEVCAHIR\n",
      "VALHAVAQAQK\n",
      "LPGHINLIAPLEVDELKVR\n",
      "ALFVESSVDERPMK\n",
      "LDSQSGVEPQTETVWR\n",
      "NAEIENDPELDEEGRK\n",
      "GGFNTNNLEWTQAILR\n",
      "KANANNIEELVLTYTLTK\n",
      "ALTAGIVGLPNVGK\n",
      "LVGDDFFVTNTDYLAR\n",
      "AAAEAEEIKAK\n",
      "IGNMVEGVTEGFAR\n",
      "GVVTRPFGFEGSKR\n",
      "PLAEMFGYATTLR\n",
      "DFHIVAETGIHAR\n",
      "SVINAPTADKPYGK\n",
      "DYIAANKIEYVDYKDTELLSR\n",
      "LEMFFSTHGAR\n",
      "LNGLGIAIISTSEGLLTDKEAR\n",
      "LDTPGHEDFSEDTYR\n",
      "GGVAVSALEMSQNSQR\n",
      "AKSDKLIVR\n",
      "PHIIVACANTTK\n",
      "VNDQHGRPTWTR\n",
      "DVSQDMYGSIDLVVDKIER\n",
      "DTPGHVDFTIEVQR\n",
      "VQETELIELFEGVR\n",
      "NVNNVIAEHIIGFDVR\n",
      "EAKPGETEEDEKVR\n",
      "YLEIPLYSYLGGFNTK\n",
      "AQASALEEIMKDLGK\n",
      "ISLTYVYGIGLPTSKK\n",
      "TVSIGKLDYAK\n",
      "PVHMVETINK\n",
      "EAELTDENYKK\n",
      "VATGIDFLAAGIGNIHGPYPANWK\n",
      "SEGTVPLHTLR\n",
      "GNVIYKDLIALTR\n",
      "TAEAEEIKAKLEEAGASVTLK\n",
      "LIEKDFGK\n",
      "NEPNTFGWVVEID\n",
      "VYTPLHGTGEMLAR\n",
      "DGNQNNHAFDTER\n",
      "FLNHVMGQK\n",
      "PATLLVQTASK\n",
      "TAAITTVLAR\n",
      "ETVGTYNPLVEENQVTLKEDR\n",
      "PAIIFIDEIDAVGR\n",
      "GADAVIAEGMEAGGHIGK\n",
      "FVNHGHILVDGK\n",
      "FNSAVGPYKGGLR\n",
      "VSDAVLAVGKK\n",
      "EILMESTELHDR\n",
      "APPLAQVGLTEQEAR\n",
      "GLMTTIHAYTGDQMILDGPHRK\n",
      "TDKPLLLPVEDVFSITGR\n",
      "GETILDNISFILRPGDK\n",
      "DGQTVTGGSILYR\n",
      "LFAEDLLEDYKK\n",
      "SMTGNTEEIADIVADKFR\n",
      "PALTEETRR\n",
      "PGLQGGPLEHVIAAK\n",
      "LNSMVIGVTEGFTKK\n",
      "LNQFDAGVLTGK\n",
      "AAEQFGDEQVHIWR\n",
      "PGGYIYLSDLLSNPK\n",
      "GTAPAVTVVREDK\n",
      "EINEDVPATFDDGSTTK\n",
      "VRPSGTEPLIR\n",
      "FLDTPGHAAFTSMR\n",
      "NADLATIFEMAK\n",
      "FGQEVADKVR\n",
      "VGPVLQGLNKPVNDLSR\n",
      "APILDQLAEEVHEDDLK\n",
      "NSVQIAETLHER\n",
      "IFPEINFDDVDKVR\n",
      "SEGLSEEEAYKR\n",
      "TLEAQQAALDFIKPGVTAHEVDR\n",
      "AEYEANEAEYDKK\n",
      "VPAILEAVEATLGR\n",
      "LGDGIFVNDAFGTAHR\n",
      "PGDDIPVIQGSALK\n",
      "FEDMTSHVADHVIWATGR\n",
      "AEQFGDEQVHIWR\n",
      "PDVVHVMMEGR\n",
      "VSQDMYGSIDLVVDKIER\n",
      "TGDQMILDGPHR\n",
      "TIVHVIDTR\n",
      "SDKEVDKELAK\n",
      "LYSVSTLHDR\n",
      "LEIFHYLDGLYQK\n",
      "PEIVGEEHYAVASEVKR\n",
      "STGEHEAVELRDGDK\n",
      "RDIGKGGIK\n",
      "PAVDLTAVLAAAK\n",
      "AAVSEYLSKGEK\n",
      "TNLNTPFMIGNVEIPNR\n",
      "AAGIGNIHGPYPENWSGLHLDHLQK\n",
      "NGTVIIDDFAHHPTEIIATLDAAR\n",
      "MDLMGDKINAR\n",
      "SDAILREEIAK\n",
      "TNIQHIHER\n",
      "PVAVAAAGAADAGAAK\n",
      "IPSIDTGICSTQTR\n",
      "SFDAFKEEFAK\n",
      "FDNYRPQFYFR\n",
      "ALGDAHILR\n",
      "QNMTAKSR\n",
      "DLTNHIHALLR\n",
      "GIVGVVGNTNATDILIQGLEK\n",
      "GITDLPSTLHNALK\n",
      "SAICAAPIVLAR\n",
      "GPMTITMLLHNTVESAK\n",
      "ENEAVLEEVRSEVK\n",
      "LPILSSYIAHR\n",
      "VSNPDMHQTLTETLK\n",
      "SAIQHQENPSALTSK\n",
      "PLGFPESFFAEGK\n",
      "YTAHIALHQVHWYMR\n",
      "PVVITVYEDK\n",
      "TNSDMYAAIDLVVDKLER\n",
      "PEFHIPHGR\n",
      "PSVNFDEATGDYSR\n",
      "LGEPDFTTPEHVK\n",
      "IAVGAGALHGLGFGDNAK\n",
      "VSGEMHGPELPDTIYLLGR\n",
      "PAMDRDDEHSAHTDRR\n",
      "SQLAVNLHEKVEK\n",
      "FNSHPTGEMHKADR\n",
      "DTPYNTTEEGEKPNTIK\n",
      "TIVTTVMSNLGFHK\n",
      "SPAEIEELQKR\n",
      "TSVVVVGTQWGDEGK\n",
      "LAAPQLDISKR\n",
      "FSHGDHQEQGER\n",
      "LIVDDHEMVR\n",
      "TINTAHVEYETDTR\n",
      "AAVGPVLQGLNKPVNDLSR\n",
      "NWEKVPGKENR\n",
      "NYLKPILGPIQER\n",
      "APYSSMTEFLEHSNIEER\n",
      "VASDSVAKDELRK\n",
      "GPEFHIPHGR\n",
      "AAAVDAVFAAVSEYLSKGEK\n",
      "LMLGAEAVQVGTR\n",
      "AEILEQMEHAEVR\n",
      "SNTYHFIGIK\n",
      "SQMNVQIVTPDGLVYDHHAAFVSVK\n",
      "PFDGEVQIAFPTGHAYGLK\n",
      "QLNHVIDQDNESR\n",
      "NTAHVEYETAKR\n",
      "NGGAHSAVVTAVSK\n",
      "PLEDVEIETPITK\n",
      "IGNEFVYVFDDEASKLK\n",
      "DVELTSAGDKK\n",
      "VPMVGTTIPHEVLSEFGGAK\n",
      "GQVGLVEVERPHIEAPDDVIIR\n",
      "ETPERPFVAILGGSK\n",
      "LGIAIISTSEGLLTDKEAR\n",
      "SVSFENTATNR\n",
      "NGLGIAILSTSEGLLTDKEAR\n",
      "IAEILERFPNGVK\n",
      "DNGATVVESKDWEK\n",
      "EDVVQSVVTSELFKK\n",
      "STQLITHSTLEGPVEK\n",
      "PSKPYTAKPLEVR\n",
      "ALESGGDKEK\n",
      "ETRPLSATKR\n",
      "PVNIPLNDAEQQK\n",
      "EFIEDDKQGIIR\n",
      "GGTLTNWGTIQKR\n",
      "LDLTNHIHALLR\n",
      "SPVIDKGDFDTK\n",
      "LGHSSSDPGKYR\n",
      "GIEFDQAYTSVLKR\n",
      "PWVFSWSQSR\n",
      "LSGVEAVIDKDFASQR\n",
      "IGGDGSYHGAMR\n",
      "PIIMGCYGIGVSR\n",
      "PQFYSADEAEELVR\n",
      "YVPLAEMFGYATVLR\n",
      "GDGIFVNDAFGTAHR\n",
      "VYVHYVDTEGK\n",
      "VIPTWQDALKEFYK\n",
      "IVAVGLPSEMMDLSIVK\n",
      "VDGDVEYGSVMAGQIAGLVR\n",
      "ANIALVHYTDGVK\n",
      "LLGKPGFEELGAELNAR\n",
      "SFSFDSASVQGAVIK\n",
      "TSQVDDTIKNLEK\n",
      "SSDHTRPVPSHIITPIILR\n",
      "IEDDKQGIIR\n",
      "NVLDPEYDLTHYR\n",
      "ACASANDAIGEAFREIK\n",
      "LTEAPSSTDDMFEIAER\n",
      "SITHASNVLGVVNPIKEIAR\n",
      "PIDEGDAPESYGK\n",
      "PFSAPFAWTGGK\n",
      "FGYQVKDPER\n",
      "INHIGTQTFYR\n",
      "PLTTSIAALNR\n",
      "EILYIIRPNIEEEAK\n",
      "DFLNHHFANLQTK\n",
      "AANDAVILFVGTK\n",
      "VLLVENTRFEDVDGKK\n",
      "AILNHFLDGFR\n",
      "LSEYDFPGDDIPVIQGSALK\n",
      "FEMAKPFLEEAGR\n",
      "GVISVIEGGDEALAK\n",
      "TTACASANDAIGEAFREIK\n",
      "FGESVDKVVEATK\n",
      "PLEVIMDQIR\n",
      "GALTVGVVTRPFGFEGSKR\n",
      "AETGAGQHGVATAAAAAK\n",
      "AAAVEALKNNAIPVANK\n",
      "EAIDQKETATFFIGR\n",
      "VGNPNLTVYGGTK\n",
      "DIDYAWEEADTTYGK\n",
      "SEDYIHYIAKPK\n",
      "SIAFANAGQHQDTGAK\n",
      "ITAGAPQKPGETR\n",
      "DNLVSHGRPAR\n",
      "DIEPIRDEVLEFESVK\n",
      "AVEQPEKPAAQPK\n",
      "STSEGLLTDKEAR\n",
      "VEGAGNPEAISHR\n",
      "SIAYETVQLDNR\n",
      "TSAATTAQWNNHR\n",
      "TVEEELEHGGR\n",
      "PIGGWNPMVVSSQR\n",
      "AGGEYFKDSALVDDEVLR\n",
      "PSVLKEGVAAAEAEEIK\n",
      "IEQEGQTVTNENYHK\n",
      "SGPYHYEFR\n",
      "LTGLTIAEYFR\n",
      "GVVNPIKEIAR\n",
      "SHSIEQLSINTIR\n",
      "VVSEAFANEGPTMKR\n",
      "PTIQYLVEQGAK\n",
      "SGDIAAAVGLKDTTTGDSLTDEKAK\n",
      "EYIEDNKQGILR\n",
      "PFAEVYEAFKNTEK\n",
      "VEFNPDKIYQAILK\n",
      "PEEVLVTSMETHQR\n",
      "VIGDALSNIFR\n",
      "SELVIGTAGHVDHGK\n",
      "LGAGYITIAEHYISYR\n",
      "VSHDEIVEAAK\n",
      "EAPERPFVAILGGSK\n",
      "DSQSGVEPQTETVWR\n",
      "VPMVGTTIPHEVTSVFGGAR\n",
      "NIALVHYTDGVK\n",
      "VEGTAGIGHTR\n",
      "GVPNQQHAVKPR\n",
      "PLINIPVGTVVHNIELKPGR\n",
      "IDYAWEEADTTYGK\n",
      "VATAEAEEIKAK\n",
      "TPNSPYDTPYNTTEEGEKPNTIK\n",
      "PTIALVGRPNVGK\n",
      "AFGEYGLQATTSHWITNR\n",
      "LLYTLDQILR\n",
      "YDDGEETLKR\n",
      "PILDQLAEEVHEDDLK\n",
      "STGEHEAVELR\n",
      "GFVGVPHYNNR\n",
      "LKPFQATEIYKK\n",
      "YAGHVSDKER\n",
      "IGVGGGGGNAINR\n",
      "IAGSANNQLKEDR\n",
      "PVVISVYEDK\n",
      "IIEDDKQGIIR\n",
      "VEDGVITATSK\n",
      "DTTQGRFDGTVEVK\n",
      "GGFVIAGNSHAATK\n",
      "ANVTLFDQTGK\n",
      "VEVDGDIEKAIELLR\n",
      "TSEGLLTDKEAR\n",
      "PVLSAHSESVYIETK\n",
      "PMMFDIAHEVGK\n",
      "VIVTTANTDEEGRELLK\n",
      "TSVVVVGTQWGDEGKGK\n",
      "SILTDNGATVVESKDWEK\n",
      "LPGKLLTK\n",
      "SVLEMFFSTHGAR\n",
      "ITPDVVHVMMEGR\n",
      "LEVEVYTESGAHGR\n",
      "TEVTLHRPNDSK\n",
      "DALDLSHALAFTSPKK\n",
      "THSAEYKDDYMVEK\n",
      "NIALINYVDGEKR\n",
      "TSGGDAPGMNAAIR\n",
      "GNLDHNPIHEDMLYAAR\n",
      "ANDAVILFVGTKK\n",
      "EYVDYKDTELLSR\n",
      "DGMEAHGNSQIVR\n",
      "LIEHLNLFTDLTDVAK\n",
      "SQDMYGSIDLVTDKIER\n",
      "YATTLFIAPPLAQVGLTEQEAR\n",
      "FGEYGLQATTSHWITNR\n",
      "SDLFGPTAALLINAIKK\n",
      "PNELSGGEQQR\n",
      "TSVMFDGSHLPVEENLEK\n",
      "LEGMNGKPVVVR\n",
      "SMAVNRPSAEDR\n",
      "AELDNPYILITDKK\n",
      "PVAADLAAK\n",
      "LQGLNKPVNDLSR\n",
      "NIEVTEAIRDYVESK\n",
      "TAWTPDSKADR\n",
      "NAVSHLVTVEDVK\n",
      "PVVFMDTTTGYK\n",
      "PGVIKEGVAAAEAEEIK\n",
      "NPLIQSLTEGQLR\n",
      "YGLQATTSHWITNR\n",
      "DNQNNLIADLGAEKR\n",
      "QPMAIELIGALK\n",
      "VADLYTAHIALHQVHWYMR\n",
      "LEVHVAEKR\n",
      "IAVGAGALHGLGYGDNAK\n",
      "KPFQATEIYKK\n",
      "PTINQLVR\n",
      "GGVENVSSVAHCATR\n",
      "SVYEHALEEITR\n",
      "PKPSADLTITK\n",
      "VTDRDDVMDLRR\n",
      "YAAVVPHQAEVIFR\n",
      "LAFEFANNRK\n",
      "LFEGDAKEYSYTTGEK\n",
      "MHEVGLLAEHLTR\n",
      "SAAHLFAQAAR\n",
      "SEYDFPGDDLPVIQGSALK\n",
      "LEEDWKPDYGER\n",
      "VAAGVEAPATETTAVTAETSGPK\n",
      "PQGLTSLLAFDPSK\n",
      "FWNVVDWNAAEKR\n",
      "EVEVYTESGAHGR\n",
      "YGDLPLREDLPGHGEGPGEK\n",
      "GDIEPTTGHISLGPDER\n",
      "PQFIGHTIAVYDGRK\n",
      "VMTDPIADMLTR\n",
      "AANDAVILFVGTKK\n",
      "STAHVEYETETR\n",
      "NFHNPLSEEETVER\n",
      "ITEEEAAHHPQR\n",
      "FPETTAIGSLAHYITHADSK\n",
      "PNEQELVGKK\n",
      "LALTFDELTER\n",
      "LANLPSKDSGVR\n",
      "YLDGQGFLEVETPVLHNEAGGASAR\n",
      "PSQEEKDYLK\n",
      "IVQGITGSQGLFHTK\n",
      "NGVIAFDDLTFDNTQVGTHK\n",
      "PVGEPADLHR\n",
      "DNAAADLAAISGQKPLITK\n",
      "VDAVFAAVSEYLSKGEK\n",
      "AGDYSATVSAPEKK\n",
      "TEEELAAERERQEAAGETPR\n",
      "LDTPGHAAFTSMR\n",
      "QGTGVKDDDFVR\n",
      "PAVDPLASSSR\n",
      "LGNIIAEIFKR\n",
      "PVVAHIER\n",
      "LEIPLYSYLGGFNTK\n",
      "ALEIFEYLEK\n",
      "ASWMGAHAVDLLK\n",
      "SVTSSVMQFDYDGKR\n",
      "VSEGLSEEEAYKR\n",
      "GVEGTAGIGHTR\n",
      "PLNVSGPFHTALLASASEK\n",
      "AIPTTSGTGSEVTPFAVITDKK\n",
      "IVGIKEETKK\n",
      "EESTLPIDKIR\n",
      "LGVVVPDKFYELAR\n",
      "LDDELAKDIDEEVETLAELKEK\n",
      "IALQYYALHFGGK\n",
      "EEELAAERERQEAAGETPR\n",
      "VITIGGLYGTIDEVDTDRK\n",
      "ESGYHFTETDIESR\n",
      "LYSDNEDEKVITR\n",
      "PAVDIHVLQGERPMAADNK\n",
      "SIAGEVAGQKNER\n",
      "PSQLDALQAFR\n",
      "GFPIVLHGGSGIPDDQIQAAIK\n",
      "APEVQKPSK\n",
      "NPNDHPHGGGEGKAPVGR\n",
      "DQAYTSVLKR\n",
      "AWLADGAQPSDTVR\n",
      "VFESLRPTPELSFAVR\n",
      "GESLEQYAESEFNKVR\n",
      "PPATGIVHQVNLEYLAPVVHAVK\n",
      "ALVVVGDHNGR\n",
      "GIAIISTSEGLLTDKEAR\n",
      "CGIVGVVGNTNATDILIQGLEK\n",
      "VSEVPALEQYGHYFDR\n",
      "VIMTSNVGAEALKR\n",
      "EAATDVATFAPSNK\n",
      "PADDYTDPAPATAFAHLDSTTNLER\n",
      "AGIGNIHGPYPENWSGLHLDHLQK\n",
      "TIGNAVSLNHMYADTR\n",
      "PQANKDLAQEELK\n",
      "TNSVFQGR\n",
      "EVQDYDGNVKER\n",
      "PVVIEQTSR\n",
      "AIDFLNHHFANLQTKEER\n",
      "PTAEAEEIKAK\n",
      "PNYHYEDLLAAAK\n",
      "VSEAFANEGPTMKR\n",
      "VSLHTAKPGMVIGK\n",
      "WNVVDWNAAEKR\n",
      "PEDNFLGTADGISIR\n",
      "AEEYGHSFER\n",
      "FTHFQAVTPEELR\n",
      "NESPIGHALIGKK\n",
      "PTSANFSTDLHSLGQFIQEGTR\n",
      "VSGPSHAEETIVR\n",
      "FMAKPGQVER\n",
      "LLTGLGMPFAK\n",
      "HAFLPGAVSR\n",
      "GIEDKLNQAK\n",
      "NNMVVGVSEGFKK\n",
      "STHPIHVFSEIGK\n",
      "TSAATTAQWKDTR\n",
      "ADLYTAHIALHQVHWYMR\n",
      "PSYDIESFVNSIEKPR\n",
      "IFPEINFDDVDKTR\n",
      "VIEDDKQGIIR\n",
      "LTDPVMLAHLLK\n",
      "GMDWDESPETHENYR\n",
      "AKPGSINPHTK\n",
      "VNHGHILVDGK\n",
      "SLGDVCAVVLGSK\n",
      "PINELLQLYVR\n",
      "PEVTAQIIK\n",
      "TDVMKETEKVNDEK\n",
      "VNNVIAEHIIGFDVR\n",
      "DADLWNAIAKEEER\n",
      "ATVNQLVR\n",
      "LFEGDAKEYSYK\n",
      "IGTDYVVIGHSER\n",
      "PFEIKDGIEANDDTRLR\n",
      "LDLSHALAFTSPK\n",
      "PAAEALVNTK\n",
      "YENITELIGNTPIVK\n",
      "ALVHYTDGVK\n",
      "TATVNSIPLIASSIMSK\n",
      "VIAKPGSINPHTK\n",
      "VAADFGQEVADKVR\n",
      "PILGLDVWEHAYYVK\n",
      "SHVDNAPVFSLDLTKDK\n",
      "TAVSHLVTVEEVK\n",
      "SLNDGHTFVAPEQIEEEFKK\n",
      "LYIIRPNIEEEAK\n",
      "AALAYGLDKTDKEEK\n",
      "VLAAGIGSR\n",
      "SNESPIGHALIGKK\n",
      "DGAAHVTDYSNAAR\n",
      "TAVGDEGGFAPR\n",
      "VAYALTLNNGDKLGLTD\n",
      "PGEVLQHFTR\n",
      "ADDVTSLKVGDR\n",
      "AEILEQMEHAEVRR\n",
      "FIMVKPDGVQR\n",
      "VATVLNRPR\n",
      "ILDHLLDLTTAK\n",
      "AANIVPNSTGAAK\n",
      "TDSSHIVAVPTIDHGNK\n",
      "VVGDFPIELDTVVVGAGPGGYVAAIR\n",
      "PLGHLEKPEVR\n",
      "FGAPTVWANSFSEKER\n",
      "VDDGKLGLR\n",
      "FPLGHLEKPEVR\n",
      "YVHYVDVNGNK\n",
      "NEVDHVNR\n",
      "PTHVLVAFDAGK\n",
      "IEVPMVGTTIPHEVLSEFGGAK\n",
      "PAISGHEAPVRDYLR\n",
      "EAAVAAAVEALK\n",
      "TDPTMLAHLLK\n",
      "LGGTLTNWDTIQKR\n",
      "APSPTGLLHIGNAR\n",
      "LPLEDQDVSKEMQR\n",
      "LELNAPGIIVQNEKR\n",
      "PIVLHGGSGIPDDQIQAAIK\n",
      "FDYQIKPGSAVTK\n",
      "ATIFEMAKPFLEEAGR\n",
      "YADYLHEDLAIR\n",
      "PFVGQNDDDAFK\n",
      "TIGGAPYSSMTEFLEHSNIEER\n",
      "EPVGSASSIVYR\n",
      "NLYDVIKKPVITEK\n",
      "DSILTDNGATVVESKDWEK\n",
      "PIYAGPLALALIR\n",
      "NVIAEHIIGFDVR\n",
      "PNSPYDTPYNTTEEGEKPNTIK\n",
      "CASANDAIGEAFREIK\n",
      "GYSEGTVPLHTLR\n",
      "DILEEVIKEHPVLLNR\n",
      "AFALVNQGIAQELGIIEIPQLHEK\n",
      "ATGIDFLAAGIGNIHGPYPANWK\n",
      "SSLKDIER\n",
      "IEHLNLFTDLTDVAK\n",
      "DYVVIGHSER\n",
      "YPAVDPLASSSR\n",
      "EVIEDDKQGIIR\n",
      "AAVLMLGAEAVQVGTR\n",
      "VVASAVKDATNSMDIK\n",
      "SGHADPDAYLTK\n",
      "LEEVIKEHPVLLNR\n",
      "TDPIADFLTR\n",
      "YEFLDKLVTVSLPR\n",
      "FALLGKPGFEELGAELNAR\n",
      "RPGFEGGQTPLFR\n",
      "NSAVANAENNFGLEK\n",
      "YADADKVEVR\n",
      "PSLEEFPYAIR\n",
      "AILGVSIAVAR\n",
      "LDTMQSETGVQALR\n",
      "STLEIKDLHVEIEGK\n",
      "TQSHQSLGR\n",
      "PVIPSVALAK\n",
      "SPIIMAPVAAHK\n",
      "SDAFADVAK\n",
      "PVAQAAIPEGTVIGDGK\n",
      "YGKPIDEYKGK\n",
      "DDITGSVAKQDK\n",
      "TINTAHVEYETAK\n",
      "EFTEEEQKVVK\n",
      "PSLTVTNVPGSTLSR\n",
      "YYDGSDQDSLAR\n",
      "DGTIKPENPR\n",
      "FAAVSEYLSKGEK\n",
      "GIAILSTSEGLLTDKEAR\n",
      "LEAGVHFGHQTR\n",
      "PTLEVEVYTESGAHGR\n",
      "WFGSDVGQVSNRK\n",
      "AAALAYGLDKTDKEEK\n",
      "PVDIKEINTIR\n",
      "ISTAHVEYETETR\n",
      "NNMVIGVSEGFKK\n",
      "PCGDGNVVAAAR\n",
      "TAAALAYGLDKTDKEEK\n",
      "DEDGNDVTPEKLR\n",
      "TLGGAPYSSMTEFLEHSNIEER\n",
      "PLITDATGKK\n",
      "MSYVAIGKEEGR\n",
      "FNVPVKDGVITNDNR\n",
      "SEVPALEQYGHYFDR\n",
      "PTGIHPEEGVSAAEVIMTVLHAGGK\n",
      "TDTEIAAHLIGK\n",
      "NDIPGLSAVKPK\n",
      "LNNMVIGVSEGFKK\n",
      "DEDVFKPSGDKK\n",
      "IGGGVVGTHAAR\n",
      "INTTEGTYVSR\n",
      "LISLGDQVIGVLGQVHPVTAK\n",
      "TPAHDPNDFLVGQR\n",
      "ADNLDSDFKVR\n",
      "EIVGEEHYAVASEVKR\n",
      "VFVGAHGNSIR\n",
      "PVIDKGDFDTK\n",
      "IGGLYGTIDEVDTDRK\n",
      "AIFKDSDKYDVKFEK\n",
      "FEPQLDDMAISR\n",
      "TVERPSEQKEHR\n",
      "GALTVAVVTRPFGFEGSK\n",
      "TITSAATTAQWDGHR\n",
      "AGLEEAAGLLVRDLDK\n",
      "FPTTKPIETIDK\n",
      "ERPALLGR\n",
      "LESTNKPTALVLTR\n",
      "TDEILLESR\n",
      "YVIADSKER\n",
      "EVYTESGAHGR\n",
      "MFFSTHGAR\n",
      "DAQHFGAYQHNGGR\n",
      "VPAILEAVEATIGR\n",
      "AEDLLEDYKK\n",
      "EGMNGKPVVVR\n",
      "GEHIYTSFLEAK\n",
      "AYGLDKTDKEEK\n",
      "GNEQHGLVNLGK\n",
      "VVGNEQHGLVNLGK\n",
      "PMLATGGSAILAIDSLKK\n",
      "PPEEPKFNPEK\n",
      "YLFIAHDLSVVR\n",
      "PVGTIIHNIELKPGK\n",
      "FGVTAAAPVAVAAAGAADAGAAK\n",
      "TINTAHVEYETETR\n",
      "AVDVNHVDPSVVGK\n",
      "NNMVTGVSEGFKK\n",
      "YLPLTNLIGIYKR\n",
      "GEYGLQATTSHWITNR\n",
      "APVLEEIDAELGEKVK\n",
      "TLEVEVYTESGAHGR\n",
      "MLETMTEKPR\n",
      "PVEPLVTGQR\n",
      "DGTVEVKEGGFEVNGK\n",
      "NVTGFVGSHGNR\n",
      "TEINETLLR\n",
      "IIRPNIEEEAK\n",
      "SIVYGAFEQIK\n",
      "LMSTHVLDSAEK\n",
      "INTAHVEYETAK\n",
      "AESILGTTLVTHQTGPEGK\n",
      "FAPAANHAANEFFVGTYLKPSFTLR\n",
      "LIVEDEKNLAR\n",
      "VLYTGATVEEAIQK\n",
      "TDYVVIGHSER\n",
      "FESAQVLAAHGIK\n",
      "IAEHIIGFDVR\n",
      "TGGVDANALHRPK\n",
      "FPGIEAGNIGYK\n",
      "ANDAVALNEFDRLSK\n",
      "PVETMDLNIPR\n",
      "LLVENTRFEDVDGKK\n",
      "EEYGHSFER\n",
      "PNVAIPHTDIVHNLTENVVVVR\n",
      "ISSDHTRPVPSHIITPIILR\n",
      "IMDTPGHADFGGEVER\n",
      "TNIGHVVR\n",
      "PYVEALADKGFHK\n",
      "TDVTPVLLGNPDKIR\n",
      "EVPMVGTTIPHEVLSEFGGAK\n",
      "TTNDFAEITTDRPEK\n",
      "VVDPHKEQIAVK\n",
      "IDQATAEIVETAKR\n",
      "VDPMLATGGSAILAIDSLKK\n",
      "GEAMDLSHCINFTNTR\n",
      "DETVEPYIVDKDGNR\n",
      "ELFEGDAKEYSYK\n",
      "SNQPITDMIETIER\n",
      "HKPGKGNTIMR\n",
      "DTTGVAPTTTMADRK\n",
      "LESAEVHDIVR\n",
      "SGIASSHRPYK\n",
      "PVGTLIHNIELKPGK\n",
      "PASSNFATVSKK\n",
      "IEVPMVGTTIPHEVTSVFGGAR\n",
      "VVITAGAPQKPGETR\n",
      "TYADADKVEVR\n",
      "PSYDVESFVNSIEKPR\n",
      "LEAKPGETEEDEKVR\n",
      "ETDGYNAIQVGFDDKR\n",
      "ALVNQGIAQELGIIEIPQLHEK\n",
      "EGMDGKPVVVR\n",
      "TLHRPNDSK\n",
      "VSETFANEGPTMKR\n",
      "FSHGSHEEHGAR\n",
      "MPQLQDLLQMMKETESK\n",
      "GIHGDLDQNKR\n",
      "LALEGKPLATMK\n",
      "GGLLEGGVVVDGR\n",
      "DLPYHPFFIR\n",
      "LVDDGKLGLR\n",
      "GYITIAEHYISYR\n",
      "GIHQNSPLIDVAEVR\n",
      "DDDEQFVLEFLKQEK\n",
      "YTPLHGTGEMLAR\n",
      "PGATGSDLIVKPAVKA\n",
      "FGPTAALLINAIKK\n",
      "ASKDFHVVAETGIHAR\n",
      "GYVVLGHSER\n",
      "PEESVLNEAIQAFK\n",
      "LDDANNETQDVVKR\n",
      "SFENLIDKVIDR\n",
      "LVVSEAFANEGPTMK\n",
      "GATFKEDAGR\n",
      "PGFPIVLHGGSGIPDDQIQAAIK\n",
      "TVAVVTRPFGFEGSK\n",
      "CGIVGVVGNTNATDILTQGLEK\n",
      "PLAVSVIDMDWHK\n",
      "IGGGVSAAGDFLLDGVRK\n",
      "DGQHLTDFEGLLK\n",
      "VAEGMEAGGHIGK\n",
      "EEYIPHADLR\n",
      "MTTIHAYTGDQMILDGPHRK\n",
      "PQLVWHGLPLYQAFLFSR\n",
      "GIVRPVNIPLNDAEQQK\n",
      "ITQHRPLPVEVLELD\n",
      "EEHNLSQAEVR\n",
      "ALDLSHALAFTSPKK\n",
      "TIYNFSAGPATLPKPVLEK\n",
      "AKPEESYEELEK\n",
      "AELSADKAFAVVADVSK\n",
      "GTVPHGGFGIGIER\n",
      "GLGIAILSTSEGLLTDKEAR\n",
      "TVQAVEGDGKVER\n",
      "AELALISGQKPLITK\n",
      "SLNSNKELAEQIAK\n",
      "YASIDAAPEERER\n",
      "PDLNAANIESAMR\n",
      "FYTHPPIAER\n",
      "ATFYVPAVNLIGK\n",
      "PLYFAESLTDHLGGAK\n",
      "PLIASSIMSK\n",
      "PVNELNLDAFQELNQNPMYNGIAVYNKR\n",
      "SIDAAPEERER\n",
      "PFITAGAAGPLHLEMTLTR\n",
      "NVSGPFHTALLESASQK\n",
      "VGDALDLSHALAFTSPKK\n",
      "AGTSVDNPEGFHFEDLR\n",
      "VFAAVSEYLSKGEK\n",
      "GADFLYSVSTLHDR\n",
      "FEIAGVSEEIAR\n",
      "TNLSTDLHDVEK\n",
      "NSGYRPPINVLPSLSR\n",
      "AVFAAVSEYLSKGEK\n",
      "APKPSADLTITK\n",
      "VLSGGPELAAR\n",
      "NPDTDEEEERPASDEEPFAALAFK\n",
      "TDPDDIDVIIPANDDAIR\n",
      "PLSVFQEGQYGVK\n",
      "PAFLGYSANQTYAANKER\n",
      "IEVPMVGTTIPHEVR\n",
      "PVGTLVHNIELKPGR\n",
      "LIFPEINFDDVDKTR\n",
      "IDGDIGDSHVGLQAR\n",
      "YPESISSSNSR\n",
      "IAKPGSINPHTK\n",
      "NTAHVEYETAK\n",
      "NGLGIAIISTSEGLLTDKEAR\n",
      "SQEQIKPALDR\n",
      "GYNAIQVGFDDKR\n",
      "ILTDNGATVVESKDWEK\n",
      "NVGSMAHSTGK\n",
      "QVLAKPGSINPHTK\n",
      "LTALEIKDK\n",
      "PGGDEIASMIHVAR\n",
      "APFADDAEREPIHK\n",
      "ETAVATAVEALK\n",
      "SQALDILTYTNKK\n",
      "VIGDYIVEHK\n",
      "QGFGDEVKR\n",
      "DLLLIDDIQSLGGKK\n",
      "VQNPGVDIKK\n",
      "PLLEALSEADNVLR\n",
      "FIEEYLDEANIR\n",
      "PHGGGEGKAPVGR\n",
      "HELKPAEGSR\n",
      "LFGPTAALLINAIKK\n",
      "YNQAEKDFLAGKK\n",
      "SDMYAAIDLVVDKLER\n",
      "DSTIADIAVATNAGQIK\n",
      "TLGGAPYSTLR\n",
      "VHYVDENGNTIK\n",
      "IGSVSEHIIR\n",
      "KPEESYDELEK\n",
      "GIDNVTLHLNTLGSPASR\n",
      "GLADQQSDLTEDFKGPSKK\n",
      "GLQATTSHWITNR\n",
      "ALVEEDIQAVVEASGDKLVK\n",
      "GILPGHINLIAPLEVDELKVR\n",
      "GMEAHGASQIVR\n",
      "PLFLHSVMQEK\n",
      "DPRAARESTAPMSR\n",
      "SLTYVYGIGLPTSKK\n",
      "PFYDLPFDR\n",
      "VYVHYVDENGNTIK\n",
      "EEFHVAHISTGDMFR\n",
      "EVPMVGTTIPHEVR\n",
      "LSGTGEELLASDEVRK\n",
      "AEMFGYATVLR\n",
      "LALISGQKPLITK\n",
      "STLEIKDLHVEIEGKEILK\n",
      "NEEEGRVSLSLK\n",
      "VPSGASTGEHEAVELR\n",
      "IIATPEHNHTISAALK\n",
      "MLASHGLLVTR\n",
      "DGAVTVLDSQSGVEPQTETVWR\n",
      "DTPGRPEYILTR\n",
      "VIESLEHAQKR\n",
      "SQETFIMAIDQGTTSSR\n",
      "SSAIDKAETK\n",
      "YLLDTKGPEIR\n",
      "DCADADLVVITAGAPQKPGETR\n",
      "AEIENDPELDEEGRK\n",
      "GESVHHHHAEDDNIDLTR\n",
      "EQFGDEQVHIWR\n",
      "AANKEDIKVR\n",
      "GIPTPNLFAGGENMHGR\n",
      "APVAVAAAGAADAGAAK\n",
      "GAGALHGLGYGDNAK\n",
      "EMLDSTKKEDASK\n",
      "AQDGISAHILDLR\n",
      "PATFDDGSTTK\n",
      "PLVEENQVTLKEDR\n",
      "YWEMKESGVIEK\n",
      "MDTPGHADFGGEVER\n",
      "EPTAAALAYGLDKTDKEEK\n",
      "NEVEESVVDIATGTALGGGK\n",
      "NDLTDPVMLAHLLK\n",
      "VATDKVEKR\n",
      "PFGDYTEKDILR\n",
      "DIDAPNEREGR\n",
      "ISEDIVIIKR\n",
      "PAVHYSMGGLWVDYK\n",
      "TQLITHSTLEGPVEK\n",
      "PIGHALIGKK\n",
      "ACGAGVNSSHQIK\n",
      "WNSVQIAETLHER\n",
      "IVGPANDRPGAVK\n",
      "PGYEAPVYIAWAGR\n",
      "PLEDQDVSKEMQR\n",
      "SLTSQLITETFPDLDKVER\n",
      "GDDVTNDIFVGAK\n",
      "ALVVVGDRNGR\n",
      "DHLVAEFKK\n",
      "DPVMLAHLLK\n",
      "VLISPHVNKDAR\n",
      "ALEQDLVPIVVVNKIDKPSAR\n",
      "DENAAVIIRDDKTPR\n",
      "ALVVAHELAHQWFGNLVTMK\n",
      "SMQDPIADMLTR\n",
      "VTGVSEGFKK\n",
      "GDALDLSHALAFTSPK\n",
      "PSIDTGICSTQTR\n",
      "VDLIYEGGFKK\n",
      "TGNTEEIADIVADKFR\n",
      "AIISHPDAGK\n",
      "YNAIQDIPGLSAVKPK\n",
      "PSATNMETDK\n",
      "YVHYVDTEGK\n",
      "PELNGKLDGSAQR\n",
      "CTHMADLDFGK\n",
      "VTAAEAEAEKDR\n",
      "TSEENEDKYLR\n",
      "TISQEQIKPALDR\n",
      "YLQGYNVATDR\n",
      "PIILTGDRPTGK\n",
      "EYGLQATTSHWITNR\n",
      "SALALMLHQMGHTVQGSDVEK\n",
      "PVGTVIHNIELQPGK\n",
      "YDGSYHDVDSSETAFK\n",
      "LDEAVETSLKR\n",
      "HLTEEEKEK\n",
      "EAGVHFGHQTR\n",
      "TGFYDYEPDRVK\n",
      "FTTAAIDLGAHPEYLGANDIQLGKK\n",
      "GEEEVFSHTDLYDFR\n",
      "IAFANAGQHQDTGAK\n",
      "ISPHVNKDAR\n",
      "YGGSVKPENIK\n",
      "GNAVSLNHMYADTR\n",
      "AVGLPVETMDLNIPR\n",
      "ATFTQYVEAK\n",
      "AAAEAEEIKGKLEEAGASVTLK\n",
      "SQFDLNQLSK\n",
      "IEFEKPNITK\n",
      "SIITDVYAR\n",
      "YHHTGHIGGIK\n",
      "LEVTEALRDYVVSK\n",
      "VENAKETAEK\n",
      "LRPDVAEEGTDRDR\n",
      "SDAVLAVGNKER\n",
      "DTTISAQHFGHAVR\n",
      "EELALISGQKPLITK\n",
      "FPSFIGYTIAVYDGRK\n",
      "PYNPVSEHDQYSR\n",
      "VITATNMLETMTEKPR\n",
      "VTDINKEAVQR\n",
      "DEIEIVGIKEETKK\n",
      "GESVDKVVEATK\n",
      "PVGTVIHNIETKPGK\n",
      "QEEKTTKKEEK\n",
      "TTDLIINEAIVTTEAR\n",
      "SDGLHQAIEAK\n",
      "PGAAFGQYGEGYVR\n",
      "TPPAPTPLSALPD\n",
      "EAVAETDEDLMMK\n",
      "EEPFNQLPLIPIDFSK\n",
      "MVGKPALPHLK\n",
      "TISTAHVEYETETR\n",
      "SQLHNLAVTK\n",
      "EQEGQTVTNENYHK\n",
      "PSDSPANVDALIK\n",
      "TLTYSEIMIR\n",
      "EGEEITNEELKAGIR\n",
      "EIAKENNPNYK\n",
      "PFITDVLAR\n",
      "DAVFDSILEALKQGDK\n",
      "VDLDLVENAKMTMIK\n",
      "PEYGTSFLNELKK\n",
      "AAYDHQEVVQR\n",
      "VEFEEKPAEPK\n",
      "FPEINFDDVDKTR\n",
      "AGSLNEDVHVR\n",
      "AQNEIHLDVTEK\n",
      "PEIVGEEHYEVAR\n",
      "AAAYDHQEVVQR\n",
      "ITINTAHVEYETKAR\n",
      "IEMFNNGLANLKK\n",
      "DDALKNIEKDFGK\n",
      "IDDAVEQGATAK\n",
      "PLLAPMSEVAGR\n",
      "FSPHPHAAK\n",
      "PTPLLEEEIR\n",
      "TINTAHVEYETEK\n",
      "LVDDLYHLMR\n",
      "YLKPILGPIQER\n",
      "QDNFGVVEGLMTTIHAYTGDQMILDGPHRK\n",
      "DISQDMYGSIDLVTDKIER\n",
      "VAAPFTLIEEITKR\n",
      "VTAHVDTLGAIVR\n",
      "STGEHEAVELRDGDKAR\n",
      "IVPLFETIEDLDHSEETMR\n",
      "DFGTYDHTR\n",
      "PAANHAANEFFVGTYLKPSFTLR\n",
      "PYAAVVPHQAEVIFR\n",
      "AAGLHPSPVPYAHITTTTTHK\n",
      "PTEIKNNENR\n",
      "LAKPGTITPHTK\n",
      "IPDPAAFLHGLHER\n",
      "VEDHDAGFPR\n",
      "QGIAQELGIIEIPQLHEK\n",
      "GAPTVWANSFSEKER\n",
      "GIFQQENISSVFDHIR\n",
      "PSAEDWAELR\n",
      "DYNTSEAHTTYGVIGVK\n",
      "TEPADKEFNNR\n",
      "PNYAIILAAGK\n",
      "TIAHVIDTR\n",
      "FIYGEDKELR\n",
      "DNFGVVEGLMTTIHAYTGDQMILDGPHR\n",
      "GIDLGTTNSAVAVLEGTESK\n",
      "VIGVLGQVHPVTAK\n",
      "YNPTSGQEIIKK\n",
      "IDFLNHHFANLQTKEER\n",
      "VYPIHKNPK\n",
      "GEHEAVELRDGDK\n",
      "LVATDKVEKR\n",
      "PVGSASSIVYR\n",
      "IDSNEEKLNQTR\n",
      "APAVLQEYMMLETIKR\n",
      "STGGSVLDAVAAAKR\n",
      "MLTLREEK\n",
      "PIAETTVVK\n",
      "GIQVIGSLVGTRK\n",
      "LEQMEHAEVR\n",
      "TDTSLIKDTRHSGED\n",
      "MEAHGASQIVR\n",
      "AHGTPDEIKNNKR\n",
      "QESGNLEEMKAK\n",
      "LVGDDFFVTNTDYLSR\n",
      "LGQTVQAVEGDGKVER\n",
      "SHGDHQEQGER\n",
      "YSGVLNSGSYVLNTSK\n",
      "IALLSDPVLASHTR\n",
      "AAIDLGAHPEYLGANDIQLGK\n",
      "PFTVQLADLEESK\n",
      "EVLDTGRPISVPVGK\n",
      "VFVLSKEEGGR\n",
      "SDSLAAHIDQMGLPEK\n",
      "EMGLKPSDILTR\n",
      "PYSSMTEFLEHSNIEER\n",
      "SGMTGTGKTEEEEFREIYNIR\n",
      "PAHDPNDFLVGQR\n",
      "GSMAHSTGK\n",
      "AVIGYGSQGHAHAQNLR\n",
      "PTLEEDLDGLGYLQGK\n",
      "VFQTTDEEALRK\n",
      "ATDSLNKPWTEAQQHK\n",
      "PIGNTPEEFWNSLHEGK\n",
      "PDPAAFLHGLHER\n",
      "EQDAQHLVDEAK\n",
      "GIATDSLNKPWTEAQQHK\n",
      "SPTGLLHIGNAR\n",
      "AVGPVLQGLNKPVNDLSR\n",
      "AFETSVSLK\n",
      "NSDMYAAIDLVVDKLER\n",
      "PTNFLIQDEYDR\n",
      "EPLENLGVEHLFGQVER\n",
      "FASMTGNTEEIADIVADKFR\n",
      "AAEAEEIKGKLEEAGASVTLK\n",
      "YAINGGKDEK\n",
      "VLAAPGSINPHTK\n",
      "AILVLGGAGYIGSHMVDR\n",
      "EDIIDLSIGDPDLITD\n",
      "DWVITAEVVTKPEVK\n",
      "FAHIGQDGTAYTIR\n",
      "VMLNNHSLGMVR\n",
      "MLLAGKDNIR\n",
      "AAFAIHQFFQER\n",
      "DYLEIPLYSYLGGFNTK\n",
      "VAANPVDVLTYSTWK\n",
      "AFADDPAVHKR\n",
      "GAFWNVVDWNAAEKR\n",
      "EGTEVTLHRPNDSK\n",
      "IVTAGHVDHGK\n",
      "QLETTTSEFDREK\n",
      "GFLGQVHPVTAK\n",
      "IEAGVHFGHQTR\n",
      "GGGVRPGFEGGQTPLFR\n",
      "TDAEGDDVTNDIFVGAK\n",
      "ALCKPFLEEAGR\n",
      "AFEFKLPDIGEGIHEGEIVK\n",
      "NIIDTPGHVDFTIEVQR\n",
      "MTMIQAITDALRVEMK\n",
      "NPTLEVEVYTESGAHGR\n",
      "IGNIHGPYPANWK\n",
      "GMSALALMLHQMGHTVQGSDVEK\n",
      "FDSILEALKQGDK\n",
      "GVIAITTGMEDRMLAIHIADTGR\n",
      "TDLVENGQEYIVAHGGR\n",
      "PLLDPLLDATKPLHK\n",
      "FTADGEFLEDGKPDQIFDNPQHPR\n",
      "GLAAPQLDISKR\n",
      "FVTNTSYLEK\n",
      "NTAGLGLENTDIQVTDR\n",
      "PALEQYGHYFDR\n",
      "GQGHLESSDATTGK\n",
      "LDGIEVVGSLVGTR\n",
      "TGEGLKEAK\n",
      "FDGTLALNHPEQAVTFVDNHDTQR\n",
      "VVSEAFANEGPTMK\n",
      "TEQFFDKELAAR\n",
      "NIMDTPGHADFGGEVER\n",
      "SNYDTPISEHMTSEK\n",
      "TDAVVEEAATTEK\n",
      "GEITEEKLETVR\n",
      "PELAEDLDGLGYLQGK\n",
      "NLLIMGLPGAGK\n",
      "PMEYAVELNR\n",
      "TIYNSITELVGK\n",
      "FDSITDKIQYLLEHNYIER\n",
      "FVGAHGNSIR\n",
      "KPYQVNMDLIK\n",
      "GYAIHQQIENER\n",
      "AENQYYGTGR\n",
      "NEPTAAALAYGLDKTDKEEK\n",
      "TQLIHLDGNSLTLEEVIAVAR\n",
      "AEEDGLSTLEAFKK\n",
      "IVSLHTAKPGMVIGK\n",
      "ELGLKPSDILTR\n",
      "DGAPSVLKEGVAAAEAEEIKAK\n",
      "PNIYAIGDIVPGPPLAHK\n",
      "FHETDEDINK\n",
      "PASRPAYASATSEPSR\n",
      "TGSTFNVHFR\n",
      "NMVTGVSEGFKK\n",
      "YEFLDKLVSVSLPR\n",
      "ANIYDVANELSR\n",
      "LAKPGSINPHTK\n",
      "VSHDEIVEAAKK\n",
      "DVELTAAGDKK\n",
      "GVEIGDKHIEVMVR\n",
      "KPAIEGAGVAAGGAVR\n",
      "LDGIQVIGSLVGTR\n",
      "TAHDILNNPFLNK\n",
      "APLHNPANAAGIR\n",
      "DNVNNVIAEHIIGFDVR\n",
      "YEGLNNDVHGK\n",
      "NDGHTFVAPEQIEEEFKK\n",
      "LDLSHALAFTSPKK\n",
      "ISLTYVYGIGLPTSK\n",
      "IGDALSNIFR\n",
      "PEEYHAAELAGKPATFK\n",
      "GLVGSNYDQSYNRK\n",
      "GDQLTCIFVDHGLLR\n",
      "TAHVEYETAK\n",
      "TDYVDLAIK\n",
      "LGNGELTKK\n",
      "PGLMEFDIPVR\n",
      "QLMINLLRPK\n",
      "PAISLTPEQLK\n",
      "ALNIENIIAEIK\n",
      "ILYIIRPNIEEEAK\n",
      "YVVDPHKEQIAVK\n",
      "FDDEPIDEETKQR\n",
      "PAGVELTNNDNVVTVKGPK\n",
      "KPIHVFSEIGK\n",
      "YLHAFLDGR\n",
      "PLHNPANAAGIR\n",
      "FTFLSLDEIEEIRK\n",
      "PGVIKEGVATAEAEEIKAK\n",
      "PLDASSVGDIISR\n",
      "GANAHQQGPVSDYIGNR\n",
      "GGAPYSSMTEFLEHSNIEER\n",
      "FMAKPGQVERK\n",
      "NDTTAINLHFIR\n",
      "FIEDDKQGLIR\n",
      "TDLIINEAIVTTEAR\n",
      "EAYLESVNASVIEFVR\n",
      "PPETPEFNPEK\n",
      "EDGSFELMFEKASHRNFHR\n",
      "LPVEDVFSITGR\n",
      "DGYNAIQVGFDDKR\n",
      "PAGVELTNNDNVVTVK\n",
      "VLDYGSQYNQLISR\n",
      "AYFDQVLLLHR\n",
      "TDGYNAIQVGFDDKR\n",
      "YYTHSNHPGGLK\n",
      "TEEEAAHHPQR\n",
      "SLGDGIFVNDAFGTAHR\n",
      "PLFQAFLDSHK\n",
      "DAVFAAVSEYLSKGEK\n",
      "AFESLTER\n",
      "TGEHEAVELRDGDKAR\n",
      "VDPELKAQVEK\n",
      "PAIEGAGVAAGGAVR\n",
      "PLFATMGIALPGGIAAK\n",
      "TLNVHPADGIR\n",
      "QVDPDFRDSLK\n",
      "ISSVSDDKGR\n",
      "TYVKPGLASFVDVDKPVIR\n",
      "MAAQSAAEVIDQPAAVVETK\n",
      "GHTVEREDTPAIR\n",
      "TGIDFLAAGIGNIHGPYPANWK\n",
      "NTLVGGVAGLLR\n",
      "IIAADKAVETAR\n",
      "PLGANTPFVK\n",
      "DMNAQTLLKEYGR\n",
      "ACEHVVNNMR\n",
      "LGAIVVRPEEGETIVEAIHR\n",
      "PNIEIVSQYADAFDKPEK\n",
      "DNIVSHGRPAR\n",
      "SNISTDLQDVEK\n",
      "APSVNFDEATGDYSR\n",
      "LNYITPDVVHVMMEGR\n",
      "VFAFHPSAQESSAHAAR\n",
      "IGILPGHINLIAPLEVDELKVR\n",
      "AHIDAPGHADYVK\n",
      "LVRPSGTEPLIR\n",
      "AGDESDLRVTELGHIQR\n",
      "VVTATNMLETMTEKPR\n",
      "TFVTDSSHIVAVPTIDHGNK\n",
      "DPGHIMLPNMK\n",
      "PTTSGTGSEVTPFAVITDK\n",
      "FEDEPVSDDVKQR\n",
      "VNVAPSKPITILIK\n",
      "ARPYVGEPGNFTR\n",
      "GGTEIEEVAEKTPEK\n",
      "ALITNVTDPADKEFNNTVR\n",
      "GEVGNAEHMLR\n",
      "YFTAGEKEVR\n",
      "AVLMLGAEAVQVGTR\n",
      "AANPVDVLTYSTWK\n",
      "FDVELTAAGDKK\n",
      "EELADLGNKIER\n",
      "QDLVVATLTGDKK\n",
      "EAHLTVYPNEVVK\n",
      "VQELFSNHYFR\n",
      "SYSEGTVPLHTLR\n",
      "SQFASMYTAVTQHR\n",
      "AKPGTIKPHTK\n",
      "IEGDEFIINIYR\n",
      "GTLTNWDTIQKR\n",
      "GTYFTAGEKEVR\n",
      "TGPLHLLAR\n",
      "TDPVMLAHLLK\n",
      "FSDGTTKEFESEGTR\n",
      "ETDLETLKEEIAAR\n",
      "LLDDLIRFDIIK\n",
      "DPYKPEIIDGK\n",
      "LSTSEGLLTDKEAR\n",
      "EIPLYSYLGGFNTK\n",
      "PLENLGVEHLFGQVER\n",
      "VLPAGVEITNNDNVVTVKGPK\n",
      "PWCQKPYR\n",
      "EPYIVDKDGNR\n",
      "PTFTPHTDTGDFVIVINAEK\n",
      "ALNVGYNSHKK\n",
      "IEFSHLSKEDLSK\n",
      "AAGIGNIHGPYPANWK\n",
      "LATIEEFLKDR\n",
      "GTYNPLVAENQVTLKEDR\n",
      "ATLAPSAHNSQPWK\n",
      "VFSTAADNQPAVDIHVLQGERPMAADNK\n",
      "PELDVTIIDSLNKR\n",
      "SIENITLFSELHAEPSWLQDLRK\n",
      "GLLINEWHLLAR\n",
      "FGPDETKSNR\n",
      "GPTAALLINAIKK\n",
      "VNDTTAINLHFIR\n",
      "LPGLAALTEK\n",
      "STTIIGFPR\n",
      "QGGANHYYVKR\n",
      "GIVGSNAEFSHNR\n",
      "NSGQHFAQTIVEDLK\n",
      "DLVKPGETLELLVLR\n",
      "GDESDLRVTELGHIQR\n",
      "PQEFVGAVMELAQR\n",
      "YDFPGDDLPVIQGSALK\n",
      "AILSTSEGLLTDKEAR\n",
      "SFSDLMLFALSSNQELAQR\n",
      "IGDALSNIFRK\n",
      "PGFTNLTGEELSNR\n",
      "NVVDWNAAEKR\n",
      "EYHVIAETGIHAR\n",
      "SEGLPEEEAYKR\n",
      "LGGTLTNWGTIQK\n",
      "PALGVGAGNVPAYVEK\n",
      "GSLSEHMAR\n",
      "EIPWCQKPYR\n",
      "TTVDFKAEVEK\n",
      "YTVGEVDDQGHLK\n",
      "IATVGESEADAKEK\n",
      "HGDHQEQGER\n",
      "GAEFDYVVVKPAGSDR\n",
      "GLTPAGVHSLVGK\n",
      "NDGFHICTYSYGQR\n",
      "NDEIEIVGIKEETK\n",
      "DTTSSTYDASR\n",
      "YIAANKIEYVDYKDTELLSR\n",
      "GEEITNEELKAGIR\n",
      "GTEVTLHRPNDSK\n",
      "DTVISASVVGHPVR\n",
      "MASKDFHIVAETGIHAR\n",
      "PYIVDKDGNR\n",
      "AQDDIKETGFLLDGYPR\n",
      "DIANSDKLLVTQAAISK\n",
      "GGLTLLDTMQSETGVQALR\n",
      "AIDLGAHPEYLGANDIQLGKK\n",
      "FGSYFHGPILSR\n",
      "DSNEEKLNQTR\n",
      "PFVAILGGSK\n",
      "DEFNTVGDVVDYIEKR\n",
      "LVAANPVDVLTYSTWK\n",
      "VAIFQPHTFTR\n",
      "ADAAVSTIEIER\n",
      "IVDLIYEGGFKK\n",
      "AELVAQYKVDR\n",
      "SLVEEDKLDVAK\n",
      "GGDGSYHGAMR\n",
      "ISPFDKGSIADIER\n",
      "VTIFGASGDLAKR\n",
      "PTDMDHIISPEGMGK\n",
      "SGGTENHLFLVDVTK\n",
      "PEEQKAAFIEENR\n",
      "KPLLLPVEDVFSITGR\n",
      "TEDSTIADIAVATNAGQIK\n",
      "PTQEFQSVK\n",
      "LKPGFEAITAAVEER\n",
      "DQATAEIVETAKR\n",
      "LGKPGFEELGAELNAR\n",
      "ASAVYADNEAGYLAGIAAAK\n",
      "EDVPEKIKETFER\n",
      "IAIISTSEGLLTDKEAR\n",
      "GLNQLFNK\n",
      "VRPTAELKFELK\n",
      "HHMVDDKLHAR\n",
      "SGNVVVHPDPEAKR\n",
      "GNTEEIADIVADKFR\n",
      "AIDNIVSHGRPAR\n",
      "TEHHLILDQEGK\n",
      "PSDAQVISHALMLR\n",
      "GIPTEIKNNENR\n",
      "PTTYTIDQVLAGFAGKPTR\n",
      "TVDFKAEVEK\n",
      "MVNKPALPHLK\n",
      "MSYTAQLVR\n",
      "AFTEDFKEGVR\n",
      "LEDHFENMGAK\n",
      "NAAVIIRDDKTPR\n",
      "ASFDYELSEYRPSK\n",
      "TVFGYQVKDPER\n",
      "VDGDIEKAIELLR\n",
      "YSDNEDEKVITR\n",
      "METRPLSATK\n",
      "PATLLVNTASK\n",
      "FLDKNKDKYGYK\n",
      "VDEHLMKK\n",
      "VLTAVGLLPIAASGADIK\n",
      "VVSETFANEGPTMKR\n",
      "IEIVGIKEETQK\n",
      "AVGGFNTNNLEWTQAILR\n",
      "ISYAQGFAQLR\n",
      "AAGASGIWVTNHGGR\n",
      "ITATNMLETMTEKPR\n",
      "SEGLLTDKEAR\n",
      "VPSGASTGEHEAVELRDGDKAR\n",
      "PDAGVEEIVANIYKETK\n",
      "ALNLQDKQAIVAEVSEVAK\n",
      "EELHDLLVSK\n",
      "VSPEAIKDDKVTILAHDIR\n",
      "SIVLGADAAGLR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "TIEEFLKDR\n",
      "IFQPHTFTR\n",
      "GEVTSGTQSPTLKK\n",
      "VGKPALPHLK\n",
      "SNIYDTANQLER\n",
      "SQDMYGSIDLVVDKIER\n",
      "SALALMLHQMGHK\n",
      "LLNFFNIDDKLR\n",
      "GVGGGGGNAINR\n",
      "DGMEAHGASQIVR\n",
      "FEGETYPLIR\n",
      "LGFLGQVHPVTAK\n",
      "VDADVEDFNKIHEK\n",
      "DTPGHVDFTVEVER\n",
      "PATILVQTASK\n",
      "PAALLLMIPAETVK\n",
      "DGDGHLESSDPIK\n",
      "PVTVIGHQR\n",
      "SAQEIIAFIGNAEKK\n",
      "FGVVEGLMTTIHAYTGDQMILDGPHR\n",
      "GLLSGLMGNASQK\n",
      "GIGNIHGPYPENWSGLHLDHLQK\n",
      "IPDIFEEIKKR\n",
      "LISSDHTRPVPSHIITPIILR\n",
      "IVPNSTGAAK\n",
      "SPEIVGEEHYEVAR\n",
      "TSLDFAEITTNTPEK\n",
      "QALPLEELLEQR\n",
      "SDIGKPVWIR\n",
      "SYYPEVLEKQEFIEK\n",
      "AQLLLVHVIDTR\n",
      "VTNDIKEGVK\n",
      "EGVEGTAGIGHTR\n",
      "GSMGPVAPNR\n",
      "IIDTPGHVDFTIEVQR\n",
      "SNANALGMVETK\n",
      "PTSTHQVDR\n",
      "IGQTGNLTPADKK\n",
      "SDAFTDVAK\n",
      "NDAVILFVGTKK\n",
      "SAINWTEEVAK\n",
      "MTTIHSYTNDQQILDLPHKDLR\n",
      "GDFLASIHIGLR\n",
      "LNNMVVGVSEGFKK\n",
      "ITAPGGSDVK\n",
      "LSAVMEQHAR\n",
      "LLAAFDFPFRK\n",
      "LNQVVADLYTAHIALHQVHWYMR\n",
      "EPEEQKAAFIEENR\n",
      "LAEFMTYLAENRK\n",
      "IYPAVFDHVTTDMR\n",
      "ILHNLNETIGK\n",
      "DSEGHLETSDPIK\n",
      "STGEHEAVELRDGDKSR\n",
      "GAANIVPNSTGAAK\n",
      "PVLQGLNKPVNDLSR\n",
      "SFDVELTSAGDKK\n",
      "TLEHKESGER\n",
      "AALGPDGKPSR\n",
      "NGLSYSQLMHGLK\n",
      "LTTDNLSADAKK\n",
      "YRPNADILAITFDEL\n",
      "MPHATPSDR\n",
      "AVFKDSDKYEVK\n",
      "IPALTEETRR\n",
      "SNFASAFTPISVTTAK\n",
      "MLLEYAVNQAAKK\n",
      "AWNSVQIAETLHER\n",
      "VGDEGGFAPR\n",
      "ISLGDQVIGVLGQVHPVTAK\n",
      "TFMAKPGQVER\n",
      "FLLDTKGPEIR\n",
      "PDFRDSLKR\n",
      "SWYDNEMSYTSQLVR\n",
      "HRDRTPASLHAPCGR\n",
      "GDGHLESSDPIK\n",
      "AEFETTFADLGLK\n",
      "QDYDGNVKER\n",
      "ASLGDGIFVNDAFGTAHR\n",
      "AVQMEYEKDVK\n",
      "VFDSILEALKQGDK\n",
      "SPEIVGEEHYAVASEVKR\n",
      "AALVVVGDHNGR\n",
      "DYLHEDLAIRK\n",
      "TTVMSNLGFHK\n",
      "NVGEDALRDLDETGIIR\n",
      "SLQEEIIQQLGVKPSIDPQEEIRR\n",
      "FEGDAKEYSYK\n",
      "SMETLTNEEVMALIKR\n",
      "FAAVTEYLSKGEK\n",
      "FDIELTSAGDKK\n",
      "VPSGASTGEHEAVELRDGDKSR\n",
      "TGFVLGGHGDDMVPLVR\n",
      "TDEILLESRR\n",
      "GGAHSAVVTAVSK\n",
      "PQIEVTFDIDK\n",
      "GINHPMLNAR\n",
      "SEADVQEATKEIR\n",
      "PTTSGTGSEVTPFAVISDKANNR\n",
      "PLIQSLTEGQLR\n",
      "AEYEANEAEYDKKK\n",
      "STYFVVGDIHGK\n",
      "LLYAINGGKDEK\n",
      "TTHTEPVYEK\n",
      "DLYTAHIALHQVHWYMR\n",
      "LSVLEMFFSTHGAR\n",
      "GLADQQSDLTEDFKGPSK\n",
      "ELQGGANHYYVKR\n",
      "VTLHRPNDSK\n",
      "DFPLSSLANAGIR\n",
      "IGYGSQGHAHAQNLR\n",
      "AFNPGSSVKDR\n",
      "TGPHGGGGPGSGPVGVK\n",
      "ALPTIAIVGRPNVGK\n",
      "TFMAKPGQVERK\n",
      "DLSTDKMALQR\n",
      "LLNNMVTGVSEGFKK\n",
      "EVPMVGTTIPHEVTSVFGGAR\n",
      "VVADLYTAHIALHQVHWYMR\n",
      "AVQLLEDWLLKEQEK\n",
      "FPSIREEVTKDEAR\n",
      "GDIHAIPVSHGEGK\n",
      "PFVANVDPLKK\n",
      "QSHQSLGR\n",
      "EKPGFTTDIDAK\n",
      "SPYDTPYNTTEEGEKPNTIK\n",
      "EEGTPVIALLSDPVLASHTR\n",
      "TTDGHLAQTAHPSQLGSR\n",
      "PCGDGNIVAAAR\n",
      "INEIIGLLHPYAGEVR\n",
      "VQLTIHEGR\n",
      "LIITLIHEPK\n",
      "LEYFISTHGAR\n",
      "PEVLRPYMGGAEVIAPK\n",
      "GQLKPNFISVR\n",
      "MTTIHGYTGDQMILDGPHR\n",
      "ISASVVGHPVR\n",
      "PYNTTEEGEKPNTIK\n",
      "NLSTDLHDVEK\n",
      "DLGAHPEYLGANDIQLGK\n",
      "LQGGANHYYVKR\n",
      "VDNDALFDALETGVVKR\n",
      "IDAAPEERER\n",
      "AQGEPIIAHYR\n",
      "QLLLVHVIDTR\n",
      "ITAVSHLVTVEEVK\n",
      "TEHQFFEEVK\n",
      "AGNDVLLVGNKK\n",
      "PGVIKEGVAAAEAEEIKGK\n",
      "HVAHISTGDMFR\n",
      "MIVPAGAPTFK\n",
      "LASHGLLVTR\n",
      "PLLLPVEDVFSITGR\n",
      "GSIEDVIAKAEK\n",
      "LITHKLDEIR\n",
      "TTANTDEESR\n",
      "SDLEEQEQKNSGR\n",
      "VVLKIEEK\n",
      "AQLEAGKYVFEVDTR\n",
      "IIPHILFLDAK\n",
      "PLEVVTFPVR\n",
      "PIANIPVGTILHNIELKPGK\n",
      "ADFLYSVSTLHDR\n",
      "VSMGVAGAHGK\n",
      "GAPGVIKEGVAAAEAEEIKGK\n",
      "PTSSTYSTIEKK\n",
      "GFDCASSEFYDKER\n",
      "VSPDHGGVTR\n",
      "LYQTADPDTTSGYVSRPYTVGTK\n",
      "SLDEIPEDVMEEIKK\n",
      "LGDQVIGVLGQVHPVTAK\n",
      "VLSAHSESVYIETK\n",
      "PLSEMFGYATSLR\n",
      "GSVEAYIKDGEAAAR\n",
      "LEETTSEFDREK\n",
      "PITTLRPIAIK\n",
      "TFAILTDSTADLDQNWAK\n",
      "KPGFEAITEAVEER\n",
      "ITEHQFFEEVK\n",
      "TYLFIAHDLSVVR\n",
      "PSTPWGKPALGLK\n",
      "NLGWAYSLIPAIKK\n",
      "ALGQTVQAVEGDGKVER\n",
      "PYAHITTTTTHK\n",
      "LSNNLINLGLYDDVKK\n",
      "SGAHILITEDADEAVK\n",
      "ELETDSKDIAYTR\n",
      "EANPSEELYR\n",
      "AEFMTYLAENRK\n",
      "PIRPDFVGK\n",
      "GVDLTTDNLSADAKK\n",
      "PPADADALTDYIR\n",
      "TVVNDQHGRPTWTR\n",
      "TNKPVESKPTENKLTGK\n",
      "GFRDFDKIPR\n",
      "GVLVIESLEHAQKR\n",
      "GYGSQGHAHAQNLR\n",
      "TPLHGTGEMLAR\n",
      "LVRPSGTEPLLR\n",
      "PGVIKEGVPTAEAEEIK\n",
      "PSIHQMATLHGILESMR\n",
      "LINEWHLLAR\n",
      "TAPHTPVPFSPPLEK\n",
      "DLVYNREEDTRIEGGDELVLSK\n",
      "NTISEAGVEVIHGK\n",
      "NSGQHFAQTIVEDLKAK\n",
      "FHETDEDINKK\n",
      "DMAHIAGLVAAGLHPSPVPYAHITTTTTHK\n",
      "LKPAVEGSGVAAGGAVR\n",
      "DYAMTLGADYVATGHYAR\n",
      "LANKLVKEEK\n",
      "PHQVTLIPVSNEK\n",
      "GTELGMPDHIVWR\n",
      "SVMFDGSHLPVEENLEK\n",
      "PALNVGYNSHKK\n",
      "YTHSNHPGGLK\n",
      "GLLPIAASGADIK\n",
      "PLANIPVGTLVHNIELKPGR\n",
      "ILFSHLGR\n",
      "PQAAGIIHSDFEK\n",
      "SYAQGFAQLR\n",
      "KPGETLELLVLR\n",
      "FAETDESVNKK\n",
      "QVLPNAKEEEIAR\n",
      "EANEAEYDKKK\n",
      "VDEDGNDVTPEKLR\n",
      "GKPALPHLK\n",
      "DFHVVAETGIHAR\n",
      "YLAQQGLTEETAKK\n",
      "LDEGSHIVDDMIESIAHR\n",
      "IGQSGNLTPADKK\n",
      "AIYENITELIGNTPIVK\n",
      "FWEDKIAPALKDGK\n",
      "SLVEEAGSCIAEAHK\n",
      "IAGDLDHSR\n",
      "AIISTSEGLLTDKEAR\n",
      "QAPILDQLAEEVHEDDLK\n",
      "STVHGSLPPAR\n",
      "PIVLDIYAER\n",
      "TATNMLETMTEKPR\n",
      "AQLNHVIDQDNESR\n",
      "ADAQDSLHNADKAK\n",
      "AQEIIAFIGNAEKK\n",
      "QFGDEQVHIWR\n",
      "AVVEAVKAETGKEPNK\n",
      "PEPVIQLMVEPK\n",
      "LLDKVPSK\n",
      "WYDNEMSYTAQLVR\n",
      "SDAQVISHALMLR\n",
      "GTDYVVIGHSERR\n",
      "IVASDSVAKDELRK\n",
      "VNHGHILVDGKR\n",
      "VAGHVATEDIK\n",
      "GDAEDLSHALAFTSPK\n",
      "ALKPLGDR\n",
      "EAVNHYYLQDNANVHR\n",
      "GIEIGNSLVEEDKLDVAK\n",
      "LSNDLDDWRK\n",
      "LVVVGDHNGR\n",
      "PEPNLTVLWSK\n",
      "TQEQNTIRDNWK\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "PYVGEPGNFTR\n",
      "PYILGTAGHVDHGK\n",
      "STFYVPAINLIGR\n",
      "IANLYGGSVTDEKVTK\n",
      "DFLAAGIGNIHGPYPANWK\n",
      "SSHEDLDSKDR\n",
      "SWYDNEMSYTAQLVR\n",
      "MILDGPHRK\n",
      "AEFSFEIEEK\n",
      "EDIYDDGEETLKR\n",
      "LPYTYLAK\n",
      "PMVGTTIPHEVR\n",
      "LDGIEVVGSLVGTRK\n",
      "AVVGNKPGVTK\n",
      "AVATGTVVAVVPAAGAGKR\n",
      "AKPEESYDELEK\n",
      "ATEQFGDIVIAPR\n",
      "IALDGTPNKGK\n",
      "NFSHGDHQEQGER\n",
      "DYRPNAVAR\n",
      "AELEFEKPVVELR\n",
      "ANAHPIQLPIGAEDDFR\n",
      "DLAAISGQKPLITK\n",
      "TTIHGYTGDQMLLDGPHR\n",
      "YEANEAEYDKKK\n",
      "TCGYLGNPQAR\n",
      "AYTEEQIETIK\n",
      "ATVEEELEHGGR\n",
      "SLLAMDKPATFTK\n",
      "AQVLPSLEEFPYAIR\n",
      "IIGGGVVGTHAAR\n",
      "ITIGGLYGTIDEVDTDRK\n",
      "GGGDSAAAAINLGR\n",
      "DNVTLHLNTLGSPASR\n",
      "DTGFYDYEPDRVK\n",
      "LKPAVEGAGVAAGGAVR\n",
      "PVGSDGTFTPEDYVAR\n",
      "PPLAQVGLTEEQAR\n",
      "IVTTANTDEEGRELLK\n",
      "FEAVGLLVDKLSR\n",
      "FTGWADVDLSEKGTQQAIDAGK\n",
      "LADDSWFAVRPSGTEPK\n",
      "TDFHLDNLDAK\n",
      "FEGTPIHLIAR\n",
      "PIENAEQFAADHLAFCK\n",
      "ALIQLTTEELR\n",
      "GVAAAEAEEIKAK\n",
      "VSEAFANEGPTMK\n",
      "INEWHLLAR\n",
      "LHENTTVMR\n",
      "PEEMIHEEVHR\n",
      "PFYLELLKK\n",
      "NEIIGLLHPYAGEVR\n",
      "IEQQADEVRK\n",
      "GQLPHLTFAIR\n",
      "TALEIKDKTFGVK\n",
      "DEQFVKDELAQLNHVIDQDNESR\n",
      "NVVDADVEDFNKIHEK\n",
      "LQVDPDFRDSLK\n",
      "STAADNQPAVDIHVLQGERPMAADNK\n",
      "VTIMGHVDHGK\n",
      "PQLDDMAISR\n",
      "AEELALISGQKPLITK\n",
      "TYVDEKGKEIK\n",
      "ADLDNPFILVTDKK\n",
      "FPEINFDDVDKVR\n",
      "QGVQGISELITEHGTINLDFADVK\n",
      "SADILLTHFNQLFCPNDLGHPLYGK\n",
      "EGLMTTIHAYTGDQMILDGPHRK\n",
      "FIEDDKQGIIR\n",
      "AVEAPERPFVAILGGSK\n",
      "IFHLLNVAGAYWR\n",
      "PVLALLSDPVLANHTR\n",
      "TFLDTPGHAAFTSMR\n",
      "TTTITSQDLQAK\n",
      "PDPLYNSQLVTR\n",
      "CEAAPGIIHLMDR\n",
      "NDEIEIVGIKEETKK\n",
      "EGTPVIALLSDPVLASHTR\n",
      "AMNAGKEEDEKISIR\n",
      "SFDIELTSAGDKK\n",
      "AAEILGLKEFLDR\n",
      "DNLDEIIEAADGIMIAR\n",
      "GGIVLHHGDVPEMR\n",
      "IVTDINKEAVQR\n",
      "YGSQGHAHAQNLR\n",
      "VVTDKGEFR\n",
      "DILSQVSETYRK\n",
      "AVGAGALHGLGYGDNAK\n",
      "TAADNQPAVDIHVLQGERPMAADNK\n",
      "SAVGYQPTLATEMGQLQER\n",
      "EGGTEIEEVAEKTPEK\n",
      "PSGASTGEHEAVELRDGDKAR\n",
      "TINTAHVEYETEKR\n",
      "FAPEVQKPSK\n",
      "ELGLVHPAYDYVLK\n",
      "ANGLMKLVLSLIGRDDGAK\n",
      "HFGAYQHNGGR\n",
      "YVVGNEQSAHFK\n",
      "STKPIHVFSEIGK\n",
      "ELNAPGIIVQNEKR\n",
      "GYTVAVVGATGAVGAQMIK\n",
      "GKPGFEELGAELNAR\n",
      "LETDSKDIAYTR\n",
      "GLTDEDHPTQVLADFLTAK\n",
      "SNIYDSANELSR\n",
      "DTPGHAAFTSMR\n",
      "NDLTDPTMLAHLLK\n",
      "PLEEVEIQTPITK\n",
      "PAISDIVFDAGFSSK\n",
      "GPTHEETFTALVR\n",
      "YGLDKTDKEEK\n",
      "GSQGHAHAQNLR\n",
      "LVDDHEMVR\n",
      "PVLIQTSMGAAK\n",
      "ERLLFLANVYLCKW\n",
      "PARPITVLFGGK\n",
      "TLADVMPTGYHAAR\n",
      "YAHMKNDQDTR\n",
      "LLPVEDVFSITGR\n",
      "TAAIDLGAHPEYLGANDIQLGKK\n",
      "DGGAHSAVVTAVSK\n",
      "INTTNSHSQLVK\n",
      "DEEGNDVTPEKLR\n",
      "SYVAIGKEEGR\n",
      "MDADRYGIKR\n",
      "GGTLTNWDTIQKR\n",
      "LVVASTDGPMPQTR\n",
      "TFSFDTAAAQGAVIK\n",
      "AVLHAFNLVR\n",
      "GIQFHPEVR\n",
      "EAVYLKPEEPFTWASGIK\n",
      "ISAYKEER\n",
      "YPIHKNPK\n",
      "QDNFGVVEGLMTTIHAYTGDQMILDGPHR\n",
      "ESGNVVVHPDPEAKR\n",
      "PFSGPSAQTGNK\n",
      "SSMTEFLEHSNIEER\n",
      "GVTAAAPVAVAAAGAADAGAAK\n",
      "VVIGHSER\n",
      "PAVTVVREDKNGTK\n",
      "IVDDLLATGGTVK\n",
      "GAPYSSMTEFLEHSNIEER\n",
      "ILPIVNKPIPIVADEHADPEFGTGVVK\n",
      "LQAAIEKNELEEIR\n",
      "LLIGTEVKPFK\n",
      "LLALHGGKHE\n",
      "FEAGADAIVIDTAHGHSAGVLR\n",
      "TLERPALLGR\n",
      "QNWSDNVYNLVTKR\n",
      "GDLPLREDLPGHGEGPGEK\n",
      "PNQQHAVKPR\n",
      "PPLAQVGLTEQEAR\n",
      "AQLIDSKGEEAK\n",
      "YYGIAVALAR\n",
      "GSGEITTGTVIESVKEK\n",
      "FEDVVSIMTHDSSTIK\n",
      "AEQDAQHLVDEAK\n",
      "PVFTFMNKLDR\n",
      "VEEFHVAHISTGDMFR\n",
      "PATPSFLNAGR\n",
      "SEVFAYFTKPLGIK\n",
      "EVPLYSYLGGFNTK\n",
      "LDGIQVIGSLVGTRK\n",
      "DLMGDKINAR\n",
      "EFMTYLAENRK\n",
      "PIDSHSALER\n",
      "PGMANNPAMK\n",
      "FHLLGNDATK\n",
      "GIFSGLLGNASK\n",
      "GDYSATVSAPEKK\n",
      "PNFPIVLHGGSGIPDDQIQAAIK\n",
      "TPGPWDGVEQK\n",
      "AISSFNIGSR\n",
      "IPVVITVYEDK\n",
      "YGSIDLVVDKIER\n",
      "AETERPTMLVLTR\n",
      "TITSAATTAQWNNHR\n",
      "SIIPSIDTGICSTQTR\n",
      "PLANIPVGTLIHNIELKPGR\n",
      "TFLNHVMGQK\n",
      "GVATLETKPYVK\n",
      "PEIVGEEHYAVAAEVKR\n",
      "VPSGASTGEHEAVELRDGDK\n",
      "VQEIMKEIYKDGLTFK\n",
      "TEDELKGLEK\n",
      "TINEIIGLLHPYAGEVR\n",
      "VADTNANPYADDASNNEAENINTK\n",
      "LPAGVEITNNDNVVTVK\n",
      "LIEKDSLRR\n",
      "IDALGGRENVNSVAHCATR\n",
      "LDDLIRFDIIK\n",
      "VTGYGVTSPIGNTPEEFWNSLHEGK\n",
      "LSTQFESHFAR\n",
      "DAIDLSHALAFTSPK\n",
      "LYDVIKKPVITEK\n",
      "VLDALDTFLPR\n",
      "LEYLIGLSAHLK\n",
      "SEATTTLDGWYCLHDLR\n",
      "PEINFDDVDKVR\n",
      "LNNMVTGVSEGFKK\n",
      "TATVEEELEHGGR\n",
      "SDGTFSTLEDWKK\n",
      "GSSTSHDIISR\n",
      "LIGFGNFEVR\n",
      "FETDLFMPIIR\n",
      "ITAIEGDIAALK\n",
      "LVIESLEHAQKR\n",
      "PGIEAGNIGYK\n",
      "DVTDAEGDDVTNDIFVGAK\n",
      "PIVDYILDAAGNKGTGK\n",
      "DENAAVLIRDDK\n",
      "VVAQEAAEEVKR\n",
      "PGVPESFR\n",
      "AVGAGALHGLGFGDNAK\n",
      "PEQEIVELAEGFAK\n",
      "EVTVKGPGSGR\n",
      "ATIQWFPGHMSK\n",
      "AVIGQSGNLTPADKK\n",
      "EEHINEAIAK\n",
      "IPELNGKLDGAAQR\n",
      "SQAQYAGTGR\n",
      "GIDFLAAGIGNIHGPYPANWK\n",
      "DDEQFVLEFLKQEK\n",
      "PFQATEIYKK\n",
      "DVPEEVLVTSMETHQR\n",
      "FGIFQQENISSVFDHIR\n",
      "TPEEFAIYR\n",
      "AGIGNIHGPYPANWK\n",
      "AAAGLEVTAIR\n",
      "VGPANDRPGAVK\n",
      "TVIGDALSNIFRK\n",
      "VLDGIEVVGSLVGTRK\n",
      "GDALDLSHALAFTSPKK\n",
      "SRGGEGAGMMHGAPDANSD\n",
      "PTASKDEQKAEAAK\n",
      "TPDVVHVMMEGR\n",
      "PALFVESSVDERPMK\n",
      "FSVGGDLSEMKR\n",
      "YGTLVQLFLENRPK\n",
      "VGQLLALHGGKHE\n",
      "VVSDTVCHDKLR\n",
      "NETDVTPVLLGNPDKIR\n",
      "ATELHLKR\n",
      "ATEIMAACQALDLKPENHELGK\n",
      "TSQFASMYTAVTQHR\n",
      "ETDGYEAVQVGFDDKR\n",
      "GAGYITIAEHYISYR\n",
      "DGDIEKAIELLR\n",
      "PLSNDLDDWRK\n",
      "PVESTPWWR\n",
      "SNQHMEELNDQQIVR\n",
      "LATIFEMAKPFLEEAGR\n",
      "GFQTDKPFKR\n",
      "LTAVGLLPIAASGADIK\n",
      "TAGSLNEDVHVR\n",
      "MLPEPKPAR\n",
      "PEGNEQGFIQLITPVR\n",
      "VSMETLTNEEVMALIKR\n",
      "VPSYDVESFVNSIEKPR\n",
      "SQSYINVIGAGLAGSEAAYQIAQQGIPVK\n",
      "YSDADKVEVR\n",
      "QDAQHLVDEAK\n",
      "EVALENVRPTVEVK\n",
      "DAEGDDVTNDIFVGAK\n",
      "LLDTKGPEIR\n",
      "DLFEGRTEEQKIELAR\n",
      "AFDDLTFDNTQVGTHK\n",
      "IQVDIDPYKLGK\n",
      "EEHNLSQAEVAER\n",
      "TKPIILTGDRPTGK\n",
      "QPLDASSVGDIISR\n",
      "TENSVAGGNTQNVIGGR\n",
      "PGYEAPVYIAWAGSNR\n",
      "YYTHSMYPGGLK\n",
      "KPGSINPHTK\n",
      "MNAGKEEDEKISIR\n",
      "QATTSHWITNR\n",
      "ILITHKLDEIR\n",
      "GADAVVAEGMEAGGHIGK\n",
      "LTAAITTVLAR\n",
      "QETELIELFEGVR\n",
      "TIGGLYGTIDEVDTDRK\n",
      "SNESPIGHALIGK\n",
      "FVAIPTTSGTGSEVTPFAVITDKK\n",
      "SVGGDLSEMKR\n",
      "VLAKPGSINPHTK\n",
      "FSKLEFKK\n",
      "GFLLDTKGPEIR\n",
      "AIIAHVDHGK\n",
      "EDHFENMGAK\n",
      "SAIDQAEDRDLFK\n",
      "VSIHTAKPGMVIGK\n",
      "AVDAVFAAVSEYLSKGEK\n",
      "AGHVATEDIK\n",
      "YGIQFHPEVR\n",
      "PDATMEHPLALEK\n",
      "DGIQVIGSLVGTRK\n",
      "ASDKFIVR\n",
      "GINPLEHDIR\n",
      "GIMAHVDAGK\n",
      "PLNVSGPFHTALLESASQK\n",
      "EIFHYLDGLYQK\n",
      "IAIHDTTLGPALGGTR\n",
      "GALMHFAKPFDIDEIR\n",
      "GPTHEETFTAIVR\n",
      "DLFGPTAALLINAIKK\n",
      "SSITSHEPGYLNKETEK\n",
      "AMGFKPLTDAVTAK\n",
      "AAVIIRDDKTPR\n",
      "ALTALEIKDKTFGVK\n",
      "QYLLEHNYIER\n",
      "PGQNFIYAHLNR\n",
      "DLATIFEMAKPFLEEAGR\n",
      "PWVFSWSQNR\n",
      "PGVTLLDYSSDASHNR\n",
      "VTSTANQDTPISEGK\n",
      "PAGAVHLVQNGHEVFVQK\n",
      "FLVDDLYHLMR\n",
      "IELFKPFVMR\n",
      "DALDLSHALAFTSPK\n",
      "VEGLMTTIHAYTGDQMILDGPHRK\n",
      "LMVKPDGVQR\n",
      "APDAGVEEIVANIYKETK\n",
      "AEARPNATFTPAGGEK\n",
      "DGQLKPNFISVR\n",
      "PFEIKDGIEANDDTR\n",
      "GDDFFVTNTDYLSR\n",
      "AELYTPLVTSHMVTDEVERPSVVK\n",
      "GTYNPLVEENQVTLKEDR\n",
      "GDGHLESSDPIKGK\n",
      "GHDVIIGVRPGK\n",
      "FIAPPLAQVGLTEQEAR\n",
      "EFSHLSKEDLSK\n",
      "AGDIEPTTGHISLGPDER\n",
      "PTAAALAYGLDKTDKEEK\n",
      "FYMKPVPGNPER\n",
      "PNGSISYINDVSASIHPITQR\n",
      "QIPDETYEVVHSLAK\n",
      "FVTNTDYLSR\n",
      "TGFNDLQKPEFIKHDNYEVGIK\n",
      "LVKPLVEHDSIK\n",
      "GPILDKLSEELSEDVLK\n",
      "QEAAVASIEDGR\n",
      "DLSHALAFTSPK\n",
      "METRPLSATKR\n",
      "DFIVSDAVLAVGKK\n",
      "IDEAWKNPEFQAASK\n",
      "EDVPGLIKEK\n",
      "GPVMIGPSSSHTAGAVR\n",
      "IPVIPSVALAK\n",
      "TDLPSTLHNALK\n",
      "VIGQTGNLTPADKK\n",
      "IAHGTPDEIKNNKR\n",
      "LENMPASDKLQR\n",
      "PATTFSLMEDTYAPARK\n",
      "ETTTSEFDREK\n",
      "TLASQIASDLLDIK\n",
      "NSVLLSSDYSQIELR\n",
      "VLVSHGGLAEGLK\n",
      "GSLNEDVHVR\n",
      "LQVDPDFR\n",
      "LAAFDFPFRK\n",
      "SQSGVEPQTETVWR\n",
      "AITALEIKDK\n",
      "NATSQAGVVGNPNLTVYGGTK\n",
      "PDTTIAHAADIMR\n",
      "GAPGVIKEGVATAEAEEIKAK\n",
      "AEMGGKDTIVVDKEADLELAAK\n",
      "EDTPGRPEYILTR\n",
      "SVITFHSLEDR\n",
      "TILDNISFILRPGDK\n",
      "VNEMLDGLAYVHSDLVK\n",
      "VIGDALSNIFRK\n",
      "PVDPDYTIPLGVGEIKR\n",
      "LLLPVEDVFSITGR\n",
      "SQVDDTIKNLEKEGIPVQGR\n",
      "ALDDELAKDIDEEVETLAELKEK\n",
      "TLTTNHDNLFMEEVER\n",
      "VLDGIQVIGSLVGTRK\n",
      "GDQVIGVLGQVHPVTAK\n",
      "ENLENLDEVKR\n",
      "LMAAQSAAEVIDQPAAVVETK\n",
      "IARPYVGEPGNFTR\n",
      "VDGAPGVIK\n",
      "TVWFGSDVGQVSNRK\n",
      "LQVDPDFRDSLKR\n",
      "SLGDQVIGVLGQVHPVTAK\n",
      "LESGYHFTETDIESR\n",
      "LIDDILNTGK\n",
      "PLSLTFDHR\n",
      "YYHHTGHIGGIK\n",
      "SMDILSQVSETYRK\n",
      "FESYTPEVTAQIIK\n",
      "VGMGSQYWAAR\n",
      "VEEYIPHADLR\n",
      "TETNEKVEPKPIDLGEYK\n",
      "DNVNNIIAEAIIGYDVR\n",
      "QNVEGVEVTR\n",
      "GTAGSLNEDVHVR\n",
      "VEHPVTEFVTGVDIVKEQIK\n",
      "DAPGHADYVK\n",
      "SLVALHNGGGTGIGK\n",
      "EFPNAAKDEFGR\n",
      "FATEYIWHSIKK\n",
      "LGGTLTNWGTIQKR\n",
      "VADLDNPFILVTDKK\n",
      "LSQGFALDGKGEK\n",
      "GVVEGLMTTIHAYTGDQMILDGPHR\n",
      "TITSAATTAQWKDTR\n",
      "VDNVNNVIAEHIIGFDVR\n",
      "PISGDVSDFADAKR\n",
      "EASHHKPGK\n",
      "IADHLVEAPK\n",
      "TAEAEEIKAK\n",
      "AVIGQTGNLTPADKK\n",
      "VAAAEAEELKAK\n",
      "DLENPYILITDKK\n",
      "EMALHDTNVLR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_733ws.csv\n",
      "Retrieving GO terms for sample: 867ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "TYHFQNPSDAIVK\n",
      "AMVLPNGTGK\n",
      "IPVISGSVPPHFLR\n",
      "ATFYVPSVNLIGK\n",
      "HASNVGISANVEK\n",
      "GLFDFVSDIGK\n",
      "STTNELLYYIPAGQYGK\n",
      "SIIFASHDHEFIQTLANHIIVLSK\n",
      "QLLEAGVHFGHQT\n",
      "AIGVAHPVSILVDTFGTGR\n",
      "VVIVGFGGDAVQNYLGER\n",
      "VASQGEVILFVGTK\n",
      "NDGNVHTGNLDNK\n",
      "WFNSSLITSVANHGVAPYK\n",
      "SIAATVQSVINSVEVNKPYTQAK\n",
      "ANAFAGYTEVR\n",
      "ISHEVSADPALKQEPR\n",
      "PGTITPHTK\n",
      "ILDPIFEKNNIK\n",
      "QVAEELAMAAAR\n",
      "PEYWVAVVKPGR\n",
      "MNIRPLHD\n",
      "ALTALEIKDK\n",
      "AAANHPIEPVGAELR\n",
      "VLFTGSTVEEAIQK\n",
      "YLRPLVPPVVH\n",
      "QVIAKPGSINPHTK\n",
      "SQSEAHAAVHPTPAGK\n",
      "FLTVGTKYELK\n",
      "TVIGDALSNIFR\n",
      "QGVQAIYGPK\n",
      "FLSQYLPAQPGR\n",
      "LLSEYDFPGDDIPVIQGSALK\n",
      "NVNNVIAEAIIGYDVR\n",
      "ASIIFTPK\n",
      "IANPEGNR\n",
      "GVPSTDAAEVLGNISR\n",
      "RVDDDSAPSVDLVR\n",
      "DAELEFLETTTPDGPIGK\n",
      "EALALPTEASVQVALR\n",
      "TIMTLTSKEKQK\n",
      "VLADPIYNSK\n",
      "TEPILQVK\n",
      "GGRPVVEIR\n",
      "KAPSTPWGK\n",
      "YVFESLRPTPELSFAVR\n",
      "LVDGAPGVIK\n",
      "VVLKVEEK\n",
      "TSPLLESR\n",
      "QAGADQNDFYR\n",
      "IDAPGHADYVK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "SGADFGIEAINTILK\n",
      "MMHASTSPFYPLFAALDVNAK\n",
      "YEANEAEYDKK\n",
      "LFITEGDVNVER\n",
      "SDVLDPALLRPG\n",
      "PLVTTTEMFK\n",
      "KVVISGSGNVAQ\n",
      "ISSDSHPFYTGR\n",
      "MTLAEVLTGAR\n",
      "SLKVPAILEAVEATLGR\n",
      "TAVGLLPIAASGADIK\n",
      "KGATYYGIAVALA\n",
      "HGGLIFLDLR\n",
      "AGITVIPVVASVALAK\n",
      "GFVFQLGAGGAPLTVAK\n",
      "YAVVTSSGLGSK\n",
      "ATFNLIIVSAER\n",
      "ITAFTSHIIR\n",
      "VEMQLNHIHKK\n",
      "MEMIQFHPTGLGR\n",
      "QSVTATYTNLEK\n",
      "VFTPGTPTSDIVNFIK\n",
      "VLGKEPTK\n",
      "GGGGGGGLGSGGSIR\n",
      "ANITTSLFQEMVQAGATR\n",
      "THNQGVFDVYTPDIL\n",
      "LTTDLLINESIVTTEAR\n",
      "FGGVAALTGISFGVK\n",
      "SEPLFLQSVMQEK\n",
      "YGVLHYAVANIPG\n",
      "MVQNHTLQLLSLLAMDKPASFTK\n",
      "IMDAANNTGASVK\n",
      "TTTGDSLTDEKAK\n",
      "MVLPNGTGK\n",
      "NPVLVGDAGVGK\n",
      "ALAAHALAIFGDHQDVMAA\n",
      "LPLEDVEIETPITK\n",
      "AAGHVAPPR\n",
      "NVLNVPFVIVR\n",
      "TTEHMEELNDQQIVR\n",
      "VEGVNANGAEAVGLYR\n",
      "NLGLAVELGYDDFGR\n",
      "VLEAMQSDSGQR\n",
      "AVVSATVVEADAK\n",
      "AVIFSGIQPSGELTLGNYLGALR\n",
      "VFAAVSEYLSK\n",
      "TTFLGNPVTFTGK\n",
      "QLIGFGNFEVR\n",
      "VGDALDLSHALAFTSPK\n",
      "SDPYTVVNGVMTSVLK\n",
      "DGHDGMGQLLGHK\n",
      "YPLQIGSGSFIPGFEDQLIGAK\n",
      "SFYWTEEEVNER\n",
      "TAFAENLQTLR\n",
      "PFENMGAQLVK\n",
      "TLNYIEILIK\n",
      "YAPSPTGLLHIGNA\n",
      "DEGLAGDNVGVLLR\n",
      "VVIPSITNSYFSTLAK\n",
      "NANAALHETVNIPAS\n",
      "TFIIQNFGPNLAR\n",
      "AEVQTGYTPDMNATATADTATTDDTTTK\n",
      "VPNTLLQMLIR\n",
      "NEHAIETAIEYN\n",
      "AMVTQIPLGR\n",
      "VINALAMLASK\n",
      "FEANPSEELYR\n",
      "MSLVALHNGGGTGIGK\n",
      "VSMEELAEIR\n",
      "HGAGNQIEGR\n",
      "LDRNPVSGGKPGAITL\n",
      "VDLTNAGSLTVGGTK\n",
      "PGFEELGAELNAR\n",
      "VVAADFGQEVADK\n",
      "AINEGVAQGYVEGYLR\n",
      "HLPRPIFDQK\n",
      "ALPLANIPVGTLVHNIELKPGR\n",
      "QLIFPEINFDDVDK\n",
      "HYAHIDAPGHA\n",
      "AAGDVIEGTVK\n",
      "PGSITPHTDFESEVYVLSK\n",
      "PIITLPDGSKR\n",
      "AAAPVFSADEATDAAR\n",
      "QDDLLLITADHGND\n",
      "GMIAELFSSILSQGGTSNK\n",
      "ALNIEQIIADIK\n",
      "SHITFDYSK\n",
      "YDANEAEYDKKK\n",
      "AAQAQAAPVNTEHDDDVLSHIK\n",
      "NILIFPDLQSANIGYK\n",
      "ILHEALEQAHK\n",
      "GIEEQLGEIVIAPR\n",
      "SHSFNPQNSITPESAET\n",
      "AGQSVNFTTLLLNR\n",
      "TVLDALDTFLPR\n",
      "DVTDAALVLNAIAGHD\n",
      "HASTSPFYPLFAALDVNAK\n",
      "SNVQQLPIGVFDSGVGGLSVLK\n",
      "LVLTDGALGMK\n",
      "GDIIGLISGK\n",
      "LIHSGADSEAVASK\n",
      "ISAVELTQATLADIKER\n",
      "TVDLDWENLGFNYSK\n",
      "AVVTIIGGHGK\n",
      "LFSGLLGNASQK\n",
      "NMFALLGKPGFE\n",
      "LNIENIVAELK\n",
      "SMVHSGDFKR\n",
      "AAANDAVILFVGTKK\n",
      "IPDVMYVVD\n",
      "VFDTVAEELAAGGK\n",
      "LVATYLDLYTHATDAVFKR\n",
      "SELTTIARPYAK\n",
      "LVDGAPGIIK\n",
      "AQGFYELK\n",
      "ETGGALTEADLAAHQADWVD\n",
      "LTDLGIVAK\n",
      "ALEVIMPK\n",
      "TLVYQSTR\n",
      "PAVETVFTVLHAGGK\n",
      "AFTPTASLK\n",
      "MILKCGWMINVLRFIGGK\n",
      "PVGTLIHNIELKPGR\n",
      "VVEAATAAAR\n",
      "VLNALSIDSK\n",
      "IGAYHFTTIVPNLGMV\n",
      "SMLLSVLQAPVR\n",
      "IVNAGVEEVTIR\n",
      "AVAQYYGTGR\n",
      "TAQIQQLTSELTLER\n",
      "QDSSVYAGTVVEDGK\n",
      "LEVVSHSAQGPDGQSWPT\n",
      "QGTNAVHGAPLGADETAAT\n",
      "VFPDKPITE\n",
      "FFTGLDIGTSSIK\n",
      "PVIQGSALK\n",
      "LSFAIGDGALPGNEGR\n",
      "IPTAIPSLYSQDPK\n",
      "IALVHYTDGVK\n",
      "IDMVYAGDIAAAVGLK\n",
      "LLSMLLSVLQAPVR\n",
      "VASQGEVILFVGTKK\n",
      "LIGGSEETTTGVH\n",
      "TIATFGQK\n",
      "LGGLIFIDLR\n",
      "LFDFVSDIGKK\n",
      "MFPMVALLTEFRK\n",
      "PGEGVVTGYGTIDGR\n",
      "TIEILVPDLPESVADATVATWHK\n",
      "LTNDQEDAIR\n",
      "GVQFPIHIDVPVAQNSTNFVSR\n",
      "VGEVVSTHVIPR\n",
      "PEYNIALGQR\n",
      "SYVFESLRPTPE\n",
      "ALTVAGFNLAK\n",
      "MPSDAQVISHALLLR\n",
      "MTRPGIAAADLLK\n",
      "AIELLTPFTK\n",
      "ETAVGDEGGFAPR\n",
      "PVGAPTFK\n",
      "ALDLSHALAFTSPK\n",
      "TAFGPNNEETIR\n",
      "IPHVVFGGK\n",
      "AGIEFDQAYTSVLKR\n",
      "LDEGLAGDNVGVLLR\n",
      "KMSKTLGNSPD\n",
      "SNYAIILAAGK\n",
      "VVFTGASVEEAIQEGLR\n",
      "SDVFHLNLTK\n",
      "KVLDSAVAGDNVGALL\n",
      "GIHVIDLQQTVK\n",
      "AIVSAEKFVQAAR\n",
      "VNFINFTGSTPIGER\n",
      "VVAARPQS\n",
      "IHPTAGVTAVGA\n",
      "VVEKDAAK\n",
      "VDNVNNVIAEAIIGYDVR\n",
      "IHPEYRPVVFMDTSTGYQFLSGSTK\n",
      "AGSIAGLEVLR\n",
      "NIEKDFGK\n",
      "HDANGVNYVK\n",
      "GVEEILPIGTLSK\n",
      "VVLKIEEKEEK\n",
      "SNFVLASTLKK\n",
      "RQNTTDDDVIGLLD\n",
      "ATIEALGQASK\n",
      "HFYALPQSPQITK\n",
      "FLMEQNAATAHAR\n",
      "SGFVTIEDLK\n",
      "AILVTGGAGYIGSHTVVELLNANK\n",
      "ASAEQYSYPAPQAATPAYQTSYATSAPR\n",
      "TRNPIVFAFHPSAQQSSAHAAQIV\n",
      "IGSGTSLDSAR\n",
      "QTRPAVINALAMLA\n",
      "AEFTLSQVLEATK\n",
      "VVDEVFDSR\n",
      "VMTDPIADFLTR\n",
      "AGNGQGVQSQDIIK\n",
      "SNISLTTLGGVR\n",
      "AVDYSIQYIPQR\n",
      "AVDAVFAAVTEYLSKGEK\n",
      "ILALASGLAPR\n",
      "VAAGYWDLYR\n",
      "EEFGVTAAAPVAVAAAGAADAGAAK\n",
      "IVGIPNVGK\n",
      "KAETTIPPLYS\n",
      "VSDKEVDKELAK\n",
      "PSSILYNGPYLLK\n",
      "VINIHHSFLPAFIGAK\n",
      "LSVGDQIQSGVNSPIK\n",
      "SVSFENKETNR\n",
      "HEGGGILPLGGATEVLGG\n",
      "KLVQLGIYPAVD\n",
      "TTQLDSLR\n",
      "VVIPDKFYELAR\n",
      "GIGIIIASHGK\n",
      "ANANALGMVETK\n",
      "IGHNLQEHSVVLLR\n",
      "LVVVFEGMPSYGGMAGR\n",
      "VATLGPAVEIR\n",
      "TIYNNITELIGQTPIVK\n",
      "LWNALGQASGR\n",
      "ASKDFHIVAETGIHAR\n",
      "VNVHIFSPK\n",
      "SITQTNRPK\n",
      "GITYPTPEEALAELKK\n",
      "VLVIGGGVIPDADIPGLKK\n",
      "MVTGVSEGFTK\n",
      "LNIENIIAEIK\n",
      "LLSQYDFPGDDTPIVR\n",
      "YAGIVAAGLR\n",
      "FANTVDTLSAIK\n",
      "PIEVGGSLGR\n",
      "SEHILIIEDDLDIANIER\n",
      "VGLGSPNRPIG\n",
      "VGFINVHLFRPF\n",
      "GFEVIYTGLR\n",
      "LTYVYGIGLPTSK\n",
      "VMAGETVPVVLEAFK\n",
      "GGMIVNNVGSAIK\n",
      "PGSIKPHTK\n",
      "VSTQEQFEQVQAVK\n",
      "ITITSAATTAQWNNHR\n",
      "VLIVYDDLSK\n",
      "YGNGMIAELFSSILSQGGTSNK\n",
      "GGGILPLGGATEVLGGHK\n",
      "VIGFGTFEVR\n",
      "ALTAGIVGLPNVGK\n",
      "TVLFPYETLKK\n",
      "HLLDLPGGIVLIG\n",
      "DVQAAVVDGGR\n",
      "DFHIVAETGIHAR\n",
      "SILPLGTIVYLK\n",
      "FQQEYTFYK\n",
      "STEHMEELNDQQIVR\n",
      "FVYYLGPTPAKPGD\n",
      "AAPVAVAAAGAADAGAAK\n",
      "PGSIHPHTNFK\n",
      "ATINQLVR\n",
      "QLEALADVLR\n",
      "GQVIAKPGSINPH\n",
      "VEGVNDNGAEAVGLYR\n",
      "LYLQGYNVATDR\n",
      "ISLLPTTHIAVLYTDTINPR\n",
      "LQATTSHWITNR\n",
      "VATGIDFLAAGIGNIHGPYPANWK\n",
      "LIEKDFGK\n",
      "PITGPGSRPLK\n",
      "IMTNIFNTAK\n",
      "PATLLVQTASK\n",
      "TTEHFEELNDQQIIRR\n",
      "PGAVYLAAVLASHAQK\n",
      "SNHYGIAGYYAK\n",
      "ADPNEGTVGIGHT\n",
      "VTLSFWFDKNK\n",
      "SQEFINPSDGVVR\n",
      "ALAIFGDHQDVMAAR\n",
      "GQTVTGGSILYR\n",
      "TDKPLLLPVEDVFSITGR\n",
      "KLGIPVVAMVDTNTD\n",
      "ALQVVGTKPGLK\n",
      "LNQFDAGVLTGK\n",
      "SSLDQIGPVTR\n",
      "AQAGLTEDAYR\n",
      "LVANMVTGVSEGFTK\n",
      "FGQEVADKVR\n",
      "EGGYLLNAEGER\n",
      "PAVQIIDESGR\n",
      "SALPVEVSSADLDK\n",
      "APDVAEELFAK\n",
      "NILIFPDLQAANIGYK\n",
      "AVLAPGDLVLFDR\n",
      "AHGILAQHAVEETGR\n",
      "HQGVEINPNSIFDIQIK\n",
      "VVVPDKFYELAR\n",
      "GITDADEYVAR\n",
      "SHIIELPEVLANQIAAGEVIERPASVVK\n",
      "NGDITTPFDMR\n",
      "VFYPTPNTEVPFTK\n",
      "PLGGATEVLGGHK\n",
      "SGPIDFAYEIHTK\n",
      "PADLIEPELAGYTEDLNSK\n",
      "VILSTGGAGR\n",
      "DITNQLYKVIIFHR\n",
      "SGTALSPSPDGLKR\n",
      "IVDTNSPSDVK\n",
      "PNANAIANVFK\n",
      "LVLAISPFNYPVNLAGSK\n",
      "SIVIGADAAGLR\n",
      "VPADAYWGIHTLR\n",
      "TSVVVVGTQWGDEGK\n",
      "PEQNYGAQNIQVLEGLDAVR\n",
      "TNLLEDLSFR\n",
      "SVLQAEFLAK\n",
      "SIVSQAGDSFK\n",
      "PELPEVETVR\n",
      "ALEATLAAITGSLK\n",
      "PSTDAAEVLGNISR\n",
      "VLVAKPGLDGHD\n",
      "VFEVGSPGPALLAVAK\n",
      "NAPIIDTTYNHIYTTDAK\n",
      "VPYDALVSPVYK\n",
      "IISIDISGLEAGTQYR\n",
      "HSEFGYDIL\n",
      "VGGTTVNNGGITIK\n",
      "LGIAIISTSEGLLTDKEAR\n",
      "SVSFENTATNR\n",
      "LVANMVTGVAEGFTK\n",
      "VVSIGTAMIPFLENDDANR\n",
      "SQFEFIDK\n",
      "PVNIPLNDAEQQK\n",
      "YVPLAEMFGYATVLR\n",
      "VLLKPAVEGAGVAAGGAV\n",
      "ANIALVHYTDGVK\n",
      "IISTQFESHFAR\n",
      "SFSFDSASVQGAVIK\n",
      "IAHDISAFSFVAMAQAAR\n",
      "NSHVGAGAVLAGVIEPASAD\n",
      "VGFINVHLFRPFATD\n",
      "YYPAEPFR\n",
      "FVEIMYGEGISK\n",
      "PLVPIDDTKPMTFEDGQSTK\n",
      "GIETISGVPTYTMEDIPNFK\n",
      "AQIHEQERPQTEHNISTTAT\n",
      "AVDNGDSVTVK\n",
      "VLLFPLMKPEAPK\n",
      "AENQNYGTGR\n",
      "PETAVLAIVTSK\n",
      "LADAAISTIEIER\n",
      "AGAIAGLEVLR\n",
      "AILNHFLDGFR\n",
      "VATKQGIK\n",
      "WNTISISGYHI\n",
      "YIGPVENGVK\n",
      "LWNALGDASGR\n",
      "LHDYGLSHGRPAM\n",
      "VIEFHQVHK\n",
      "AVTEYLAAGEK\n",
      "AVFTPGTPTSDIVNFIKENVK\n",
      "GLTMDGVVAD\n",
      "LKELGLIDNIVPEPLGGAH\n",
      "APVTIALFTDTDLTKR\n",
      "AVAHAVGVGAVK\n",
      "VIVAKPGLDGHD\n",
      "AFPSVDEPEAK\n",
      "VWMIQIPCSLAVISR\n",
      "EGGSHNYGEVK\n",
      "IVAGSYVTEGR\n",
      "VTLSATMGPGVPLNVFK\n",
      "YAGFATAEESNKR\n",
      "GVATAEAEEIK\n",
      "VLLPHGLTER\n",
      "HADQDAIYSIDVGDTTQTST\n",
      "GFTEETVR\n",
      "ASSYETIEELKNDLR\n",
      "VIAETGIHAR\n",
      "STIADIAVATNAGQIK\n",
      "ILTVLTLGATK\n",
      "LGKEDGLLIMAHGTPD\n",
      "VLPNPTSEQLADIAESTVEK\n",
      "ELMHQDVGFVYTK\n",
      "NIAGDLVDLHSIVPVGQD\n",
      "ENMVMSLVSFIGPK\n",
      "NVFIGQPAVVGAHGIVR\n",
      "AQMTMIQAITDALAVELKR\n",
      "VISGASAAYYLSTEQGKK\n",
      "ISAVELTNAVISHK\n",
      "AIAQVAAVSSR\n",
      "TDSIHSSITPVNIEEELK\n",
      "FVGKDLYK\n",
      "KPVDVTYTGLK\n",
      "GTIPHSVTGVFGAGR\n",
      "GDLVYIVTTPSIAK\n",
      "TPNSPYDTPYNTTEEGEKPNTIK\n",
      "VVIPNITNGYFSTLAK\n",
      "AITAAMVK\n",
      "AGAGGAAAAPD\n",
      "LRLPEVVVD\n",
      "EAAADPAVVAAK\n",
      "MLAHLLSTTYK\n",
      "STNLEVGIVGLPNVGK\n",
      "ANVTLFDQTGK\n",
      "LIPLLKINNIR\n",
      "TSVVVVGTQWGDEGKGK\n",
      "LAINLVDPAAASTVIKK\n",
      "LTDSGTNAMSDR\n",
      "NFAIEGINELR\n",
      "FESGVTTFDIAQSISNSLAK\n",
      "NVTLFDQTGK\n",
      "LGAGANPEVGRK\n",
      "MKNQKNNIK\n",
      "IVTQVVESGFK\n",
      "KAVVTGVEMF\n",
      "AAQAALDDLKK\n",
      "PTLLWINSGVATLKK\n",
      "SNIYDLANELNR\n",
      "TGIDLSNDKLADQR\n",
      "NSGVITSQLFR\n",
      "SLVSESHAEELVR\n",
      "GGGGGGLGSGGSIR\n",
      "PVVFMDTTTGYK\n",
      "NPLIQSLTEGQLR\n",
      "SMAPQFFGTIAK\n",
      "ATELLENTIATLK\n",
      "NNQVLVQDLER\n",
      "PTINQLVR\n",
      "PLIHVELVEGR\n",
      "RNAIIAENEGTV\n",
      "INLTDAGSIK\n",
      "KGEPDPELNTAL\n",
      "ETPISAVIDGHD\n",
      "VLPTPMMNIINGGSHSD\n",
      "AGIEFDQAYTSVLK\n",
      "AEALFEAGADAIVIDTAHGHSAGVL\n",
      "YFGAHTYNR\n",
      "SFMFLGPTGVGK\n",
      "TLEKAARCGK\n",
      "VMTDPIADMLTR\n",
      "KSGGVTMSHL\n",
      "ALPIDQQPSQVGTYEK\n",
      "IALPGGIAAK\n",
      "IVIPHVVFGGK\n",
      "VPAGDIGVGGR\n",
      "PNPALPEGVR\n",
      "SMMNKPVGIIGTGSFLPDNVVTNFDLEK\n",
      "NFYNALLAGQSGIGPITR\n",
      "GFDEGNRPIGSFLFVGPTGVGK\n",
      "LSLNVYPAFVPLTHPLASVR\n",
      "AVLLGPVGLVGGAFVK\n",
      "GTLIILEGGDGSGK\n",
      "THPIHVFSEIGK\n",
      "ISAVELTNAVIAHK\n",
      "TLLQLQDVTYR\n",
      "AISSFNIGSRPAA\n",
      "ATSMVIGTQWGDEGKGK\n",
      "GLYAEGDLGLSR\n",
      "LEIPLYSYLGGFNTK\n",
      "VVEKDAAKR\n",
      "AGVGDVVTVVELGNPK\n",
      "FVVKDHAK\n",
      "TGHDVIIGVRPGK\n",
      "EGAGNPEAISHR\n",
      "FLGGVAFGTLGLK\n",
      "AGVPIVEPIGGHAVFLDAR\n",
      "AFVAVNDDIQGLLHISQITK\n",
      "LLGSVMYVNTDPVK\n",
      "HDNFAQALR\n",
      "SLNIETTQGLER\n",
      "ALASLAMLTGNLGK\n",
      "IISVDISGLEAGTQYR\n",
      "LRPGEPPTVESA\n",
      "IVGAHGIVRPVNIPLNDAETQK\n",
      "ISQLHNAAVNK\n",
      "TLSTIQLDFLLPER\n",
      "EAATDVATFAPSNK\n",
      "PVNIPLNDAETQK\n",
      "GYELQVGKPR\n",
      "MIAELFSSILSQGGTSNK\n",
      "PDSTTGYVSRPYTVGTK\n",
      "SLVGLKPTIVVGGSAMQ\n",
      "ANINENYLNLQGSYLFANIAK\n",
      "TNSVFQGR\n",
      "EVGAGDQGLMFGFAT\n",
      "VAQFAASGK\n",
      "MAINPEFFGDPAEIKK\n",
      "MQAIHNTVEAIR\n",
      "IHPTAIIGENVK\n",
      "NTGENLLVLLEGR\n",
      "AMNSILGLFAQSPLKPLQK\n",
      "FSGADALGPLIQGLAKPVHDLS\n",
      "KSVVAEPLF\n",
      "LLTGLGMPFAK\n",
      "PESNKLSLSLK\n",
      "GIEDKLNQAK\n",
      "STHPIHVFSEIGK\n",
      "AVINFEIFK\n",
      "IWQYFTVNTGVR\n",
      "GALPVEVSADDLNK\n",
      "VIDRFDAK\n",
      "SEPLFLQSVMHEK\n",
      "AKPGSINPHTK\n",
      "ILENLNVVPVLTAHPTQVQR\n",
      "SQELIQAVMVLTK\n",
      "VFIPSAADWAELR\n",
      "HGLAVIDAVGKPFDPNFHQAIM\n",
      "VIAKPGSINPHTK\n",
      "QVHELAQSLKK\n",
      "GVPTAEAEEIKAK\n",
      "VAADFGQEVADKVR\n",
      "VSLLELTVAGTK\n",
      "DSAVAGDNVGALLR\n",
      "IIIAAGHKPNA\n",
      "IVPISALQGNNVSR\n",
      "VYYLGPTPAKPGDPIGSAGPTTSGR\n",
      "FFGEGLNSEVRK\n",
      "TAVGDEGGFAPR\n",
      "SESFAQLFEESLK\n",
      "THENVIEMR\n",
      "FDITNYGVDKK\n",
      "LLSSYEFPGDEVPIIVGSALK\n",
      "AANIVPNSTGAAK\n",
      "SITVNQIVLHQLVK\n",
      "EAAVAAAVEALK\n",
      "ASASIPFTQGQR\n",
      "GLYHIVNVEANDDAALKEFDR\n",
      "GVVIYDGQLASLK\n",
      "EAGIHVSNVMVVD\n",
      "VMVKDENK\n",
      "LMDSFIASILKR\n",
      "VVTRPFGFEGSK\n",
      "LGMPGEYPYTR\n",
      "YADYLHEDLAIR\n",
      "KTLDSAVAGDNVGALL\n",
      "VYKPETSGR\n",
      "EPVGSASSIVYR\n",
      "AFVEIMYGEGISK\n",
      "VWYVPPLSPILQR\n",
      "HEGGGILPLGGATEVLG\n",
      "NKEIQETAEILS\n",
      "PDLQSANIGYK\n",
      "QTRPAVINALAML\n",
      "PAFVSFDAEK\n",
      "VVGQTAAYVR\n",
      "LEEAFQFGAEGLVVPVVQK\n",
      "GVGHIGLTGPK\n",
      "HLMFLEEGVK\n",
      "VTPEEFAIYR\n",
      "LLTQFGMPFEK\n",
      "AVDYSVQYIPQR\n",
      "ATPAQAQAVHAFIR\n",
      "EQLDEVLDTLTDREENVL\n",
      "YIQGETPEQANAR\n",
      "EVIQDGMFDLIDAGK\n",
      "VFLKPAAEGTGVIAGGPV\n",
      "FEANPTEELYR\n",
      "FADEAEKEGFAK\n",
      "TEGEAVDPGFLGLDIGPK\n",
      "QGLMTTIHGYTGDQMILDGPH\n",
      "AGTVNQELGLLFQGPNYVIVK\n",
      "MTTEPMTPADQR\n",
      "SLGSDTGGSIR\n",
      "YIQSVFATVK\n",
      "LIQLTTEELR\n",
      "AITAITSVQEFDEK\n",
      "HTPFFDNYRPQ\n",
      "VNINPTLIEEFGKDMK\n",
      "SAVAGDNVGALLR\n",
      "ITINTAHVEYETENR\n",
      "ANAVGYTSYPDNVVR\n",
      "NLLNPIQYFPGGAR\n",
      "SMQDPLADMLTR\n",
      "ILDASNNTGAAVK\n",
      "LENLMPDYLER\n",
      "MAGLLKPQAAYNLVSALK\n",
      "SYFSENEIAAAMTVK\n",
      "VFVGAHGNSIR\n",
      "ATSMVIGTQWGDEGK\n",
      "LYYIPAGQYGK\n",
      "PVPSHIITPIILR\n",
      "FDTVAQELAAGGK\n",
      "ILIDDILNTGR\n",
      "IGHEYGTTTGRPR\n",
      "TLADAEGYETFVIPD\n",
      "TDEILLESR\n",
      "VHTQTAGSMLTAQQVDNNIV\n",
      "LPGLAALTDK\n",
      "TNYAIILAAGK\n",
      "LPGEGVVTGYGTIDGR\n",
      "VADKPASTVGEVASILAK\n",
      "LPNTGDDTLK\n",
      "IGGYFYAYGAHTTHG\n",
      "AVGQTAAYVR\n",
      "TDAQHFGAYQHNGG\n",
      "DGVQFPIHIDVPVAQNSTNFVS\n",
      "GFDLFTSTSK\n",
      "FGVTAAAPVAVAAAGAADAGAAK\n",
      "IINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "AIIIMTSNAGTGK\n",
      "PVEPLVTGQR\n",
      "PHEYEPLPEDVKK\n",
      "VSQGHSDAIR\n",
      "GAVGVTSDTFER\n",
      "GADGQYELTER\n",
      "VPNPALPEGVR\n",
      "SPADWQVVTK\n",
      "QVLAKPGSIKPHTK\n",
      "VLYTGATVEEAIQK\n",
      "LMPVEDVFTITGR\n",
      "AYFFENEITLPLHTK\n",
      "FELPYIEKDLEGFK\n",
      "TTEHFEELNDQQIIR\n",
      "WEGTPIEGGFR\n",
      "NKEIQETAEILA\n",
      "DLKNGKDLVTVK\n",
      "AVYSLPINLHTINQFFGK\n",
      "YIFKIANK\n",
      "ALAISSAYELGDK\n",
      "KVVITAPGGSD\n",
      "IWILQARPETVWS\n",
      "LNTATQAFNSAK\n",
      "VLLKPAIEGAGVAAGGAV\n",
      "ASELLENTIATLR\n",
      "GKPIPKPGVPESF\n",
      "VATSDTTYEHNSDTWLVR\n",
      "VLTAAFEETAK\n",
      "RLDVNIAQGEPIIAHY\n",
      "PVNIYEVHAGSWK\n",
      "ALIYDNRPYK\n",
      "VAEFDLLNTFK\n",
      "ALVNQGIAQELGIIEIPQLHEK\n",
      "LATQIYQAAR\n",
      "GHDGMGQLLGHK\n",
      "VLPDQLEDLESGYRK\n",
      "ATAAVDAVFSSIQASLAK\n",
      "LTTDLIINEAIVTTEAR\n",
      "ALTGLTIAEYFR\n",
      "VMLLDLQATEK\n",
      "SLKDRFDK\n",
      "GEISPDGQGVLNFAR\n",
      "TMGIALPGGIAAK\n",
      "PVLVGDAGVGK\n",
      "ADLPANLIQAQR\n",
      "ALTSLEIKDK\n",
      "ASKDFHVVAETGIHAR\n",
      "ILTTQAGGLSSILGGAAK\n",
      "AYIPGIGHNLQEHSVVLIR\n",
      "SGHDVIIGVRPGK\n",
      "TRVPFINFF\n",
      "QLIFPEINFDDVDKTR\n",
      "SDIMYPVSFGNLMNHIMTEYK\n",
      "LGSNTPINIVR\n",
      "TAMNPVDHPHGGGEGR\n",
      "GIVRPVNIPLNDAEQQK\n",
      "ITQHRPLPVEVLELD\n",
      "AVQMEYEK\n",
      "TIYNFSAGPATLPKPVLEK\n",
      "VLFFVDNIYR\n",
      "SIHIAAQQGEIADK\n",
      "NDELVTELK\n",
      "GGGGGLGSGGSIR\n",
      "ATFYVPAVNLIGK\n",
      "LGMSVALLGFDTK\n",
      "IITNPVNTTVAIAAEVLKK\n",
      "FYVSRNEVEFSR\n",
      "TISFQTTDANGLAK\n",
      "VITVPAYFNDAQR\n",
      "SELLFNELPRPTFR\n",
      "GADFLYSVSTLHDR\n",
      "AMPNLNVFRPADA\n",
      "PNAYNPER\n",
      "ALHGGDVSSDIEANL\n",
      "AEIGVLEGYK\n",
      "TNTLQFIEDYR\n",
      "ITPQSNPELEDIR\n",
      "TNLSTDLHDVEK\n",
      "FGSGLNAYVVADLR\n",
      "VRDVLSVENYLL\n",
      "LETAVGDEGGFAPR\n",
      "GVIADFSVTEK\n",
      "AAIMIGYLGNFTK\n",
      "VTDAALVLNAIAGHDPK\n",
      "IGLANDGAIK\n",
      "PVGTLVHNIELKPGR\n",
      "GLSVLEMFFSTHGAR\n",
      "NTISISGYHIR\n",
      "YLCFPMDKIKISIDK\n",
      "FLFVGPTGVGK\n",
      "GTLTYLRPDGK\n",
      "VGGSNYQVPVEVRPE\n",
      "LTGLGMPFAK\n",
      "QVLAKPGSINPHTK\n",
      "GRVDGMEAHGNSQIV\n",
      "AEENYGAQNIQVLEGLDAVR\n",
      "AGYDQVMGVRPLR\n",
      "IVSEMLPQLITGLNFPK\n",
      "LLSSYEFPGDEVPIVVGSALK\n",
      "SEFTFEIEEK\n",
      "TVNLDWENLGFSYMK\n",
      "IMQLEHISK\n",
      "SLTNEQIIEAIASK\n",
      "NTSIHNMDELAGK\n",
      "GDVKPVATNSTAAGK\n",
      "TDTVTYLVSKK\n",
      "LVLTDGSLGMK\n",
      "LVSVPVIGVSQGVK\n",
      "IAELFSSILSQGGTSNK\n",
      "HLLDLPGGIVIIG\n",
      "VDNVNNIIAEAIIGYDVR\n",
      "SQNGPDQDPWGKPGQSSGPK\n",
      "YLGPTPAKPGDPIGSAGPTTSGR\n",
      "AHPIQLPIGAEDDFR\n",
      "PNVVPFAIGK\n",
      "VPSGASTGEHEAVELR\n",
      "HGLPLSQAFLWS\n",
      "STIIPSFVGHTIAVHDGRK\n",
      "HFSPEFAFE\n",
      "NLFKDEVR\n",
      "IANEIIHQR\n",
      "SQEYLDFELPIAELEAK\n",
      "VFGQTVSLLSSIK\n",
      "VAQYYGTGR\n",
      "HTPFFNNYRPQFYF\n",
      "FAGGESILDWLR\n",
      "IHDASYSAPIFVTF\n",
      "VLNIINSFNVGDAK\n",
      "TRPVEAPAPGVMQ\n",
      "NDLTDPVMLAHLLK\n",
      "VQHVAQYLVNHGVSAD\n",
      "AEGKPPVEFER\n",
      "ALTEENVEAVR\n",
      "SLTSQLITETFPDLDKVER\n",
      "PHSDVELILPK\n",
      "YFGDYVPEAPATMFK\n",
      "ALEQDLVPIVVVNKIDKPSAR\n",
      "SNHLAPFHFDIVGSFLRPAELK\n",
      "MIPGMANPALQNMKVDER\n",
      "VVIPNITNSYFSTLAK\n",
      "VIIPDVTNLYFASLAR\n",
      "LVKELREK\n",
      "LSQPFFVAEVFTGSPGK\n",
      "RYDEATGETLLM\n",
      "AIEVGNIIDGTVSGITK\n",
      "ATFTQYVEAK\n",
      "LFVGPTGVGK\n",
      "QIAALAFLAK\n",
      "FDTVAEELAAGGK\n",
      "SYDKVDSK\n",
      "SIITDVYAR\n",
      "TRNPIVFAFHPSAQESSAHAAQIV\n",
      "IVPNQTNYYR\n",
      "LGAGGQPEVGR\n",
      "QIQELAAVLSK\n",
      "PAPAPAPAAAAAPVPAGAETVK\n",
      "FVYYLGPTPAK\n",
      "LVSLPYIGFK\n",
      "TYVTSLTITTTQGPGIK\n",
      "WGVALPLHPEYR\n",
      "TMIILADGMGGH\n",
      "PSFVGHTIAVHDGRK\n",
      "TVIDFTAEVEK\n",
      "SDVVSTSVNNGDK\n",
      "MVGKPALPHLK\n",
      "PGQVISVR\n",
      "TLLALENVSK\n",
      "LAQHDGEIR\n",
      "GNYDEFQNFLKGEVR\n",
      "IGADFLYSVSTLHD\n",
      "PFITDVLAR\n",
      "VDLDLVENAKMTMIK\n",
      "TVMTGLTTGHPVR\n",
      "LQENSTALVR\n",
      "YAYDTIADIIR\n",
      "AAFLTLHPTQYAQVLVK\n",
      "VVAADFGQEVADKVR\n",
      "IEIFPVLKR\n",
      "YDANEAEYDKK\n",
      "YSSIDAAPEER\n",
      "VMVKDEGK\n",
      "TSSGMNVSHSHIR\n",
      "TFKGHGKDEK\n",
      "SGQTTSEYIGHHLSFLK\n",
      "TLVMLVSAFAGR\n",
      "SFDIELTSAGDK\n",
      "GQVSLHGK\n",
      "IVAYHEAGHTIVGLVLSNAR\n",
      "GTPFESNEALRPLDIL\n",
      "MNIINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PVGSASSIVYR\n",
      "ADEFSNELNNLGVR\n",
      "SNLYDTANQLER\n",
      "TLTALEIKDK\n",
      "PITVRPGAVLPPTDFEHVR\n",
      "YWASLGDGIFVNDAFGTAH\n",
      "SKVVNTLVGGVAGLL\n",
      "MVQNHTLQLLSLLAMDKPNSFTK\n",
      "PIITLPDGSK\n",
      "ALPVEQQTQVGSYEK\n",
      "VDKPFMMPVEDVFSITGR\n",
      "THGALASLSSVAK\n",
      "YDSAGIFVTTGK\n",
      "AGIGSPYFSTDTTAALR\n",
      "LADILKPALSR\n",
      "IAAMKPTVLSYK\n",
      "VPTPGDIIVLLGGK\n",
      "HVPAHIIEQR\n",
      "SLKDQLKEDMK\n",
      "GLFDFVSDIGKK\n",
      "VGGSTYQVPVEVRPV\n",
      "TTPGPWDGVEQK\n",
      "IVFVDADNKPIDLGHD\n",
      "LYQQHHNVILPDEVLK\n",
      "ASENLNQSSVALTPVEATDYAESVAAYK\n",
      "YFGAHTYQR\n",
      "NIDLVQQNLDNR\n",
      "PDVAEELFAK\n",
      "IMSIPTLLFKK\n",
      "VAANPVDVLTYSTWK\n",
      "VAVSAGQAVK\n",
      "FADLVIWEPAQFGAK\n",
      "AGFEVIYTGLR\n",
      "IVTAGHVDHGK\n",
      "HLPRPVFNQK\n",
      "HNPQPEPAQEQNPQYGNLNKPLDPS\n",
      "TFDEQVVR\n",
      "AIMIGYLGNFTK\n",
      "NIAFINAGYLFQNHPDR\n",
      "FIPASMLDTR\n",
      "REVVEAESAAA\n",
      "TTIDFTAEVEK\n",
      "VNVSIHTAK\n",
      "ALGEDAAVFSAK\n",
      "MVATGIDFLAAGIGNIHGPYPANWK\n",
      "PVSILVDTFGTAK\n",
      "SEITTLQPQLLWK\n",
      "NLLIMGLPGAGK\n",
      "TIYNSITELVGK\n",
      "VVPTQLVAYYATLHR\n",
      "AAEQLGEIVIAPR\n",
      "PITSLEIKDK\n",
      "FVGAHGNSIR\n",
      "VEDNTTNVIYR\n",
      "NIVPNSTGAAK\n",
      "AEEQDIKQETVEETEDTTNVEEPTVEK\n",
      "VPTGYAQNFLIKK\n",
      "LPLANIPVGTLVHNIELKPGR\n",
      "SVHINATK\n",
      "TQLIHLDGNSLTLEEVIAVAR\n",
      "LDLSEAPALNEYSPR\n",
      "LPDYTYPVFGIALGTPNQNHAVK\n",
      "ANSPVMTVEVLR\n",
      "PITVADIKR\n",
      "LVLAQAAATNSNIIR\n",
      "SNLQQVIEAAFEK\n",
      "YAEEYLGEK\n",
      "ANIYDVANELSR\n",
      "SEFTIHTIESAPAEVK\n",
      "SQYEFIDKR\n",
      "LDGIQVIGSLVGTR\n",
      "TAHDILNNPFLNK\n",
      "AGFLGLANEVADFAAAHK\n",
      "HEVLEVPASN\n",
      "TFYVPAINLIGR\n",
      "YAAGTTLGEAVK\n",
      "VFSNIAGK\n",
      "PAISLTPEQLK\n",
      "VGVPQVTAIYDAAAVAR\n",
      "IGNDLLTVENLTVK\n",
      "HQGLPQEVLNENLL\n",
      "ALNIENIIAEIK\n",
      "ALEQWIEFANLGAATR\n",
      "HAAPALYATLAEK\n",
      "IMDAANNTGAAVK\n",
      "ALEGPSIMPGGQK\n",
      "VPTGYAQNFLIK\n",
      "LYQAINNEFIR\n",
      "PLANFPIER\n",
      "TLLALENVTK\n",
      "VLDVIDELDYRPNAVA\n",
      "STLLSVLTAAK\n",
      "RMDLRYAK\n",
      "SLEILDQLEEK\n",
      "AFESLTER\n",
      "ALDHKPHIIIDDGGDLVNLLHTT\n",
      "KIGIVAIDPTSPFSGGAILGD\n",
      "PDPETNTALK\n",
      "NAIQESFTDK\n",
      "TGIDFLAAGIGNIHGPYPANWK\n",
      "EILALATLPNR\n",
      "SQYEFIDK\n",
      "SVLEIKDLHVEIEGK\n",
      "KAVIANQLFPVL\n",
      "IAVIGYGSQGHAHAQ\n",
      "SNISTDLQDVEK\n",
      "PITSLEIK\n",
      "AVFTPGTPTGDIVDFIKENVK\n",
      "IPDVIYIVD\n",
      "AVIEQVIAR\n",
      "AGAPFGPGANPMHG\n",
      "APIAFQEFMILPVGAPTFK\n",
      "LEDGVNLEATIR\n",
      "AVSVPIHLHTHEGSGNSIYTYGR\n",
      "AANPVDVLTYSTWK\n",
      "TDINTVLAELKR\n",
      "KSVVAEPLFN\n",
      "SNELKPLHFDADYTMEEALAEAKR\n",
      "FDVELTAAGDKK\n",
      "AVLIGYSGLTVAQATDLR\n",
      "PYLNPNAALLTLSYLGAER\n",
      "IGIDVAGSTGIGHT\n",
      "TKEVLNQAVADLYVAHIALHQ\n",
      "LVVDWESKVDR\n",
      "FIPLSQGDVHFVK\n",
      "KVEASEYR\n",
      "VGVFAIGGLGEIGK\n",
      "ETAVINHK\n",
      "FLATLALAK\n",
      "NVFIGQPAVVGAH\n",
      "YVPEAPATMFK\n",
      "VGALTVGVVTKPFAFEGK\n",
      "FVSMGVAGAHGK\n",
      "SIFSPAPHIER\n",
      "FGHEGNLVVGANIAGFLK\n",
      "LAAFAQFASDLDDATR\n",
      "TGLNLPMLIQAYTER\n",
      "TDSQVEAQAENNAEGVQK\n",
      "FLGYDLPVGLRPVR\n",
      "SSIKDIER\n",
      "SFDIELTAAGDKK\n",
      "RVGGSTYQVPVEVRPV\n",
      "TLVAGGPLITALAK\n",
      "KIEIKEPLK\n",
      "GAVTVLDSQSGVEPQTETVWR\n",
      "AGAPIKGYEGAASGVVPVMK\n",
      "VLSTQFESHFAR\n",
      "TQNVQEAELVELFEGVR\n",
      "VIVSLHTAK\n",
      "EYHVIAETGIHAR\n",
      "PALGVGAGNVPAYVEK\n",
      "TNFNELQEETR\n",
      "HGDHQEQGER\n",
      "AFHPSAQESSAHAAQIVR\n",
      "RPGSMGPVAPN\n",
      "IELPDPFENMGAQLVK\n",
      "TISQTELNQQLK\n",
      "SLFLGGVAFGTLGLK\n",
      "MVQNHTLQLLSLLAMDKPATFTK\n",
      "PFVAILGGSK\n",
      "SILADTTEEVSR\n",
      "LVAANPVDVLTYSTWK\n",
      "LPLGGATEVLGGHK\n",
      "KMYEKEKK\n",
      "VFIFPGIEAGNIGYK\n",
      "EGGGILPLGGATEVLGGHK\n",
      "LETAQYVQNLFSNHYFR\n",
      "IVDLIYEGGFKK\n",
      "SLVEEDKLDVAK\n",
      "FISSGLGGMSGAQGK\n",
      "MSGLLGPADAYDLVSTFK\n",
      "HIYPGVNVGR\n",
      "VTPEEFAYYR\n",
      "NLQALLAALNK\n",
      "TLHPIEGVTD\n",
      "KPLLLPVEDVFSITGR\n",
      "LLDNAVADLAAISGQK\n",
      "LPEESVLNEAIQAFK\n",
      "GAEHTHAAQQPEVLDISGLI\n",
      "AAANDAVVLFVGTKK\n",
      "LAAAGLEVTAIR\n",
      "SFDVELTAAGDKK\n",
      "ANANALGMVETR\n",
      "LGPTPAKPGDPIGSAGPTTSGR\n",
      "STSSQEAVPDFTSK\n",
      "PIIHVELVEGR\n",
      "QFIEEYLDEANIR\n",
      "HYAHIDAPGHAD\n",
      "KAFVFEGTPIHLIA\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "GGILPLGGATEVLGGHK\n",
      "AMAAVNGGAHPR\n",
      "SNLSVNAIR\n",
      "YPWQVSYIPVK\n",
      "AVGGFNTNNLEWTQAILR\n",
      "AAANDAVILFVGTK\n",
      "NDIVPVSEPEIER\n",
      "ETNHGVLTFTISQEQIKPALD\n",
      "HGVLHYAVANIPGAVA\n",
      "SIVLGADAAGLR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "YHPMLTSR\n",
      "YVTEEELAAER\n",
      "AQVTAQLVK\n",
      "PIVSYNWK\n",
      "AVLDILLQEGFVK\n",
      "NLDILPVSAYNEAFDAYH\n",
      "PSMGIVRGDGK\n",
      "SNHHGALIQAGATPIYLETA\n",
      "AAANIVPNSTGAAK\n",
      "LTVEQDTVLR\n",
      "SDLLITHVDVLTDEGVLK\n",
      "MQLHDVLIR\n",
      "VLVVGSGGAGQR\n",
      "PATILVQTASK\n",
      "ATVLPHGTGR\n",
      "DISYQYLSISPYFNK\n",
      "VGELFSLSPISLDYR\n",
      "IVPNSTGAAK\n",
      "YANLYVSGVGTK\n",
      "QVYELAQPLKK\n",
      "SNFVLVSTLK\n",
      "AIQAMTEAGYLSGYADNTFRPGK\n",
      "PIGPLHITSDEPGHFR\n",
      "IIGGGDSAAAAINLGR\n",
      "TDINTVLAELK\n",
      "IKEFKDNK\n",
      "SDAFTDVAK\n",
      "GFVTPVLVGNPAEIAEAAK\n",
      "YVVDATDVPLGR\n",
      "YVPLSEMFGYATDLR\n",
      "TIFGASGDLAK\n",
      "VMIHQPLGGVQGQASEIEIHA\n",
      "AAVNIVPNTTGAAK\n",
      "VNINPTLIEEFGK\n",
      "IDTTISAQHFGHAVR\n",
      "SRPVEAPAPGVMQ\n",
      "GAANIVPNSTGAAK\n",
      "SFDVELTSAGDKK\n",
      "YRPNADILAITFDEL\n",
      "YVYGIGLPTSK\n",
      "VWAGIANETGLAK\n",
      "SAAAVDAVFAAVTEYLSKGEK\n",
      "VINWNKVDELYAAAK\n",
      "RFPYQTNGDT\n",
      "VGDEGGFAPR\n",
      "AYDFVDFLVR\n",
      "MWQPVPGGSGR\n",
      "SVYQFSLPTK\n",
      "ILVQYVEYITNIR\n",
      "SQWITEEQTPHLR\n",
      "AVQMEYEKDVK\n",
      "VTPEEFAFYR\n",
      "VLTTLIGGVDNLGK\n",
      "GATEIYAVSSHGLFVK\n",
      "AFPTWLAPHQVTLIPVSNEK\n",
      "MAAVDSYIPTPVR\n",
      "ALNIENIVAELK\n",
      "YLDGQGFLEVETPVLHNEAGGAAAR\n",
      "YIHVVDLAK\n",
      "YADYLHEDLAIRK\n",
      "VLSDIEIANSVQMKPIK\n",
      "AIYNNITELIGQTPIVK\n",
      "PLIQSLTEGQLR\n",
      "NAIQESFTDR\n",
      "TQETIYQK\n",
      "VVSLTYVYGIGLPTSK\n",
      "SNELKPLHFDADYTMEEALAEAK\n",
      "AAANDAVVLFVGTK\n",
      "SITLDRPALLG\n",
      "LASLAMLTGNLGKPNVGVNPVR\n",
      "NAISPDAENVR\n",
      "VPVAGDVVVLLGGK\n",
      "LSVLEMFFSTHGAR\n",
      "TILEQAAQVLHEEAR\n",
      "WFNSSLLTAVATTGK\n",
      "ALDAVEGGSHNYGEVK\n",
      "ALPTIAIVGRPNVGK\n",
      "MKLHELQPAAGS\n",
      "NDIVPVSDPETER\n",
      "TFSFDTAAAQGAIIK\n",
      "TLDADGIEDLLQR\n",
      "TVAAVAGAVYAIK\n",
      "LAVQSQEELFR\n",
      "YASIDAAPEER\n",
      "AVVLPHGTGK\n",
      "VVGSATNQPVGR\n",
      "AQETIFSK\n",
      "PISAVIDGHDGMGQLLGHK\n",
      "NVFIGQPAVVGAHGIVRPVNIPLND\n",
      "HGFTYFQSTNESEYANNLEQAASSGYK\n",
      "VAAAGAADAGAAK\n",
      "IILRPQEISNNPG\n",
      "MDKIGADFLYSVSTLHD\n",
      "NYVPGQHGPNN\n",
      "AQAQYTGTGR\n",
      "LIHNKPSVIATGGGTVTSEK\n",
      "MIVPAGAPTFK\n",
      "RADSVANYLVA\n",
      "VAAVTDATFAEETK\n",
      "HHDVSGTDSPFR\n",
      "AFIDLGGVDGLVHLTELSHER\n",
      "AYIPGIGHNLQEHSVVLLR\n",
      "ALLQVDPDFRDALK\n",
      "QSYVHEYDLI\n",
      "SDLGDIAFPAFSLAK\n",
      "VSLGVIETVVDGK\n",
      "VPTAEAEEIKAK\n",
      "VKPVATNSTAAGK\n",
      "YVLDSTETVR\n",
      "THIHAGVNVGR\n",
      "NLSGNDLVQSIR\n",
      "AYTPTMLDQGIK\n",
      "ALHDNFGIVEGLMTTIHGYTGDQMVLDGPH\n",
      "SGAHILITEDADEAVK\n",
      "QDEVIGIIPALGIQLHWTTVR\n",
      "YFGAHTYER\n",
      "MTLQEKIIAELGVK\n",
      "VINIGVGDAVGNAK\n",
      "PLINRPVADGIR\n",
      "VAEILEQMEHAEVR\n",
      "LTNPVVQQAITGGK\n",
      "FVAEVFTGSPGK\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "TAYAIAQSAK\n",
      "EAAANHPIEPVGAEL\n",
      "TIFPSFIGYTIAVYDGRK\n",
      "SLVTAPEGTSLEAAK\n",
      "ALLQVDPDFRDALKR\n",
      "ANKPYSGTAVIDDFGPR\n",
      "AGELLPGVFQVAAR\n",
      "VLGYYLDHR\n",
      "TPISAVIDGHDGMGQLLGHK\n",
      "DFHVVAETGIHAR\n",
      "IFIPSAEDWAELR\n",
      "STTIVEGAGSK\n",
      "AIYENITELIGNTPIVK\n",
      "ILQEALEQAHK\n",
      "MMTTIHSYTNDQK\n",
      "ATYTTSDFKPGLK\n",
      "VGADFVINGR\n",
      "GHLEGDQLYLEHNND\n",
      "LLDKVPSK\n",
      "GNASAGAPAGASVAAAND\n",
      "VEMQLNHIHK\n",
      "PITVFFGGK\n",
      "AQYSANFNQAK\n",
      "IIARPYVGEPGNFT\n",
      "AYEAAFNNAFNAVR\n",
      "HTPFFNNYRPQF\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "TAENPDVYFQHR\n",
      "YTIAVYDGRK\n",
      "ASIYYNGIGEYNAQFKK\n",
      "VTLSFWFDKNKR\n",
      "THFHPGTNVGIGK\n",
      "FGDYVPEAPATMFK\n",
      "ILIISTPTDLPR\n",
      "SYFENFLNANK\n",
      "FSQFLQELR\n",
      "DETTQPASTSAETVKK\n",
      "AFLPGSLVDTRPA\n",
      "TQNVQESELIELFEGVR\n",
      "AAADIVFQMIGGIR\n",
      "TTGIQFFPSPSLSVK\n",
      "FVEKPSPEEAPSNLAIIG\n",
      "ATEQFGDIVIAPR\n",
      "TYVTSLTLTTTQGPGIK\n",
      "YEANEAEYDKKK\n",
      "IGHGALAER\n",
      "YIPLLAYSPSFK\n",
      "AYTEEQIETIK\n",
      "KQLDEGIAGDNVGVLL\n",
      "SFLFVGPTGVGK\n",
      "NLDGIPAAPR\n",
      "IFNVLGETVDHD\n",
      "APIGRPTPVSPWGK\n",
      "VVYEEYYSR\n",
      "KFGSPTITNDGVTIA\n",
      "NKEIQETSEILS\n",
      "FNYGVGAGVR\n",
      "GTTTEPAIAFR\n",
      "ISQHRPLPVEVLELD\n",
      "SHNPNVDAIGTIVG\n",
      "KVQLVGDDFFVTNTDYLA\n",
      "ALIQLTTEELR\n",
      "TLPVYLNALTGK\n",
      "YTPVDIEGFDYER\n",
      "ASGIWVTNHGGR\n",
      "INTGTYVFDNAR\n",
      "VVLLDVTPLSLGIETMGGVFTK\n",
      "ANKDFVPPYGHGASLYIR\n",
      "PITAADIR\n",
      "FAVLLEEEVR\n",
      "VGFINVHLFR\n",
      "SLSNQEIDDLLR\n",
      "KLLDYAEAGDNIGTLL\n",
      "SQAVNIINLLGGR\n",
      "TTTITSQDLQAK\n",
      "HGIEGVVVIGGDGSYHGAM\n",
      "LREEVSEQY\n",
      "TATVNDVAESVER\n",
      "GGHTVGAGVVSDILD\n",
      "QTRPAVINALAM\n",
      "SFDIELTSAGDKK\n",
      "ILGSVMYVNTDPAK\n",
      "KATINVEFFPVL\n",
      "IAMQIAAVNPTYLNR\n",
      "WNATAITVVEDFK\n",
      "SLTYVYGIGLPTSK\n",
      "AAEELALISGQK\n",
      "SSFFVAGTDTDVGK\n",
      "SNIYDSANELSR\n",
      "AAGTSYHAGFASK\n",
      "QLQWFDNKPLFGK\n",
      "AALGEDAAVFSAK\n",
      "LHAEILPSGGDKK\n",
      "AYTTFSQNK\n",
      "PFVTWDVIR\n",
      "LVETDGNIDK\n",
      "GSDFILGPTHEETFTAIVR\n",
      "VTDAALVLNAISGYDAK\n",
      "LGALTVGVVTRPFGFEGSK\n",
      "LLYYIPAGQYGK\n",
      "AYYPAEPFR\n",
      "AGVAGLAAIGAANSLGAIVR\n",
      "AAIHVSNVQVLDK\n",
      "PIIFPISNPTK\n",
      "EAAAVHPIEPVGAEL\n",
      "PGDPIGSAGPTTSGR\n",
      "LGALTVGVVTRPFSFEGPK\n",
      "VPAAAPEAFASLGVDADLVADLGAR\n",
      "FGLEQGLNFIAIS\n",
      "TFSFDTAAAQGAVIK\n",
      "ATQEEYIEHR\n",
      "KADLYVLDEPIGGVD\n",
      "FFGSSQLSQFMDQHNPLSELSHK\n",
      "IDFGILPYPVSNK\n",
      "SMIADKIEK\n",
      "PLPQVEAETR\n",
      "GTPVTATYSPEFTK\n",
      "LAASTDIPVPVDVR\n",
      "ILELANHLDTYIPEPE\n",
      "AINEGVAQGYVEGYLRK\n",
      "TALNVLIYPDDHLK\n",
      "PYSTLTEFIQHSK\n",
      "TGNLDHNPIHEDMLYAA\n",
      "VYTSLSSK\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "NVYVHYVDVNGNK\n",
      "YEAAFNNAFNAVR\n",
      "GGATEVLGGHK\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "IILRPQEISNNPGIA\n",
      "TAEIMAGAGVK\n",
      "SAVALADKFDTLTGIFGIGQAPK\n",
      "PIDSHSALER\n",
      "AITGSLSANPDVYLR\n",
      "AISSFNIGSR\n",
      "SGMSALALMLHQMGHK\n",
      "PEIVGEEHYAVAAEVKR\n",
      "GFLEVETPVLHNEAGGAAAR\n",
      "LTYVYGIGLATSK\n",
      "DTETIFNAAGLDFDVL\n",
      "YAAGLNSLDYLAIT\n",
      "VVDKDAEKR\n",
      "SEQNQQPEVAAEEQQEAVLQIQR\n",
      "NHPVSAVEEVA\n",
      "LIHNKPSVIATGGGTVTYDK\n",
      "QVNVGDTVEVVGLK\n",
      "LIYDNRPYK\n",
      "QTIVIQSNSGLTDEEIDR\n",
      "PILLRPVDDLELTVR\n",
      "GLGSGGSIR\n",
      "VTIPLGSITLR\n",
      "YILLMGPPGAGK\n",
      "KLVQLGIYPAVDPLASSS\n",
      "PAGAISADGPINLLQAIQVAR\n",
      "LIGFGNFEVR\n",
      "PSLTAIAHILDLSK\n",
      "AKFEELTADLVQATIEPT\n",
      "FVTNTDYLAR\n",
      "ASSYETIEELKK\n",
      "STIIPSFVGHTIAVHDGR\n",
      "THIYPGVNVGR\n",
      "PGVPESFR\n",
      "AGASAQVLGQEGK\n",
      "APDAAEELFAK\n",
      "RVQHVAQYLVNHGVSAD\n",
      "QVLAKPGTITPHTK\n",
      "TGFHLLHTLFQTSIQYPQIQ\n",
      "VTIVATGLGDVVSAEPVVIAR\n",
      "TAAAVMGGTQSLHTNSR\n",
      "ATIQWFPGHMSK\n",
      "AITAITSVEQFDELVLGSK\n",
      "SQAQYAGTGR\n",
      "QVLAAPGSINPHTK\n",
      "TDYYVIGDVHGK\n",
      "EAAFNNAFNAVR\n",
      "AEDLSHALAFTSPK\n",
      "TVIGDALSNIFRK\n",
      "AGIHVSNVMVVDPETK\n",
      "AITSLEIKDK\n",
      "LGMPGEFPYTR\n",
      "KAPSTPWGKPALG\n",
      "FDVMDEMPR\n",
      "TAQIFEQVK\n",
      "VVGAVAADIRK\n",
      "PMLATGGSAILAVDSLKK\n",
      "LNEGFSGGEK\n",
      "THEAAVAQFAASGK\n",
      "SEQLHSINEVLQDLK\n",
      "LSVAVSAGQAVK\n",
      "PQFYSAEEAEELVR\n",
      "VGIVTALLPHLGYETASALAK\n",
      "GIVRPVNIPLNDAETQK\n",
      "VSMYEYAR\n",
      "VNINPALIEEFGKDMK\n",
      "SELQTMQDALDIVK\n",
      "IIELTYEHEK\n",
      "GLTVLDYFTSSHGAR\n",
      "TKPIILTGDRPTGK\n",
      "KGSVTSIQAIYVPADDYTD\n",
      "EKYTVIDLNKDK\n",
      "IADLLDRDVFAE\n",
      "IRPSGTGESPLANLTDWLEVTR\n",
      "FFSPGANPSNK\n",
      "LPDVSGRVDDALR\n",
      "LTAAITTVLAR\n",
      "IAQVAAVSSR\n",
      "VIPIPTNRPIA\n",
      "AGEQMSTDSGVPASAATD\n",
      "AMKPTVLSYK\n",
      "SYGSLFDATQTK\n",
      "AIAGFQALTALSTTEDPTR\n",
      "AELPNITILATGGTIAGSGETAVSSAYK\n",
      "PQFYSAAEAEELVR\n",
      "QPDLDAHLVGEGIA\n",
      "ANGHVGGAVVWNMK\n",
      "IQMVNLSSLSSSSSDR\n",
      "LLHTLNGSGLAVG\n",
      "VISLTYVYGIGLPTSK\n",
      "VIPADIVAVFDNLAADNGKK\n",
      "TIQHQILQK\n",
      "FSGADALGPLIQGLAK\n",
      "LLQIAEPGLSAAPHK\n",
      "AQIIDELTGER\n",
      "PATAFTQLAAK\n",
      "GGHTVGAGVVTEIEG\n",
      "PVTGPGNRPLK\n",
      "ATEQLGEIVIAPR\n",
      "GILPLGGATEVLGGHK\n",
      "GFFTGLDIGTSSIK\n",
      "PGVTLLDYSSDASHNR\n",
      "LWDALGQASGR\n",
      "APMAHIQPAFDNGLWK\n",
      "EETAHNESAHAK\n",
      "PTVATYNQSGVK\n",
      "HVAGNMYPESLK\n",
      "QLIFPEINFDDVDKVR\n",
      "FSSILSQGGTSNK\n",
      "SITLERPALLG\n",
      "DETTQPASTSAETVK\n",
      "MGDVLVIGGGVIPDADIPGLKK\n",
      "VTISFISAVRPF\n",
      "SDSPIQYR\n",
      "PLVTTTEMFKK\n",
      "MAGLLKPQASYNLVSALK\n",
      "MIEPLEER\n",
      "ITINTAHVEYETAKR\n",
      "AVFTPGTPTSDIVNFIK\n",
      "FVTNTDYLSR\n",
      "RVGGSNYQVPVEVRPE\n",
      "GLFDEVIFGPTK\n",
      "ILDKTHQK\n",
      "VVVSLTYVYGIGIPTSK\n",
      "FLNILASIR\n",
      "TIDQAHALDAIL\n",
      "SYSAQVNGK\n",
      "KQLDEGLAGDNVGVLL\n",
      "PIQLPFIPHEDPR\n",
      "TRNPIVFAFHPSAQESSAHAA\n",
      "TLASQIASDLLDIK\n",
      "YNAQTLELNPR\n",
      "AIIVSAGEVGR\n",
      "AITALEIKDK\n",
      "KVGFINVHLFRPFATD\n",
      "NIINVLEQEQLR\n",
      "PSTVIIIGMMVLISGVLGYVQEAKSDR\n",
      "HTPFFANYRPQ\n",
      "TRPVETPAPGVMQ\n",
      "PATNTSAPTSSIPDIPVFMK\n",
      "VGLGTPNRPIG\n",
      "IVLISSDHTRPVPSHIITPIILR\n",
      "KINSAIFPGIQGGPLE\n",
      "FSDGAYTK\n",
      "ALHGGDISADIEANL\n",
      "ALDTAGVNDRK\n",
      "AYELVADVLEEISAK\n",
      "VIPADIVAVFDNLAAENGKK\n",
      "ASFGTNYGFLIEELR\n",
      "AAQLINPNDK\n",
      "FVEDHDAGFPR\n",
      "YADPDGYFGTSSK\n",
      "TYQENYQK\n",
      "CDLFLDIALK\n",
      "IDGHDGMGQLLGHK\n",
      "AAADPAVVAAK\n",
      "QNVEGVEVTR\n",
      "VELITSTATVK\n",
      "HIVIATGAK\n",
      "VPNTLLQMLLR\n",
      "VIPIPTNRPVA\n",
      "SVMNPNDHPHGGGEGK\n",
      "FIPASMIDTR\n",
      "RPVVAGSPSEAVYNFLWPQQAK\n",
      "FLSAHAAEEMQHM\n",
      "IIFIEDIIDTGR\n",
      "QIESATSEFDKEK\n",
      "YAGFATAEESNK\n",
      "TEKPLLLPVEDVFSITGR\n",
      "FAPSPTGPFHIGGA\n",
      "VDNVNNVIAEHIIGFDVR\n",
      "ANHTMLLHAGPEIAVASTK\n",
      "FGNATLFDLGTK\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_867ws.csv\n",
      "Retrieving GO terms for sample: 733ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "TYHFQNPSDAIVK\n",
      "PIPKPGVPESFR\n",
      "SSSSQHVTNTPSSNENITR\n",
      "TAAEAEAEKDR\n",
      "YMKPVPGNPDR\n",
      "QYLQSIIADLRK\n",
      "DETVAYHNAYIR\n",
      "AMHIAAVNPK\n",
      "PTPNLFAGGENMHGR\n",
      "KEYHVIAETGIHAR\n",
      "FMPVHGEYR\n",
      "PSLFVESSVDDRPMK\n",
      "YTYVKPGLASFVDVDKPVIR\n",
      "LDKEAKEK\n",
      "FATIGNAVSLNHMYADTR\n",
      "EAAEILGLKEFLER\n",
      "SQEFINPSDGVIR\n",
      "NIISEAGVEVIHGK\n",
      "LFEGEAKEYSYK\n",
      "GVATILATGGNAMVK\n",
      "FSLNSNHAIAEK\n",
      "LSMNAGVFHFDSAK\n",
      "VPFTAAFGWTGNK\n",
      "PVYIQEDMVGHK\n",
      "IDESQEEQKNAAK\n",
      "SVNPANKEELVGR\n",
      "AVGFDSGALQQDAIRK\n",
      "SDNEETNFVIIDDRIEGK\n",
      "PGTITPHTK\n",
      "GVATAEAEEIKAK\n",
      "CGIVGVVGNR\n",
      "EILEQMEHAEVR\n",
      "PAVHHTMGGLK\n",
      "ADEYAGDAELKK\n",
      "LEVIDRLDYRPNAVAR\n",
      "TIIGGGVVGTHAAR\n",
      "PTAGVTAVGVR\n",
      "VSTVMSNIGFHK\n",
      "QVIAKPGSINPHTK\n",
      "NSSVIKEDNAAIR\n",
      "GDNVSVVNLLNIKK\n",
      "QFIADDKEWGPK\n",
      "VQGITGSQGLFHTK\n",
      "GDEVEIVGISEETSK\n",
      "ANVHEPLIEHIK\n",
      "IVSTVMSNLGFHK\n",
      "NVNNVIAEAIIGYDVR\n",
      "GSEGHDSGHLNYADIGKR\n",
      "LEGMDGKPVVVR\n",
      "SGVEAVIDKDFASQR\n",
      "GADFLYSVGTIHDR\n",
      "VGCTHAGTAAVK\n",
      "PSGASTGEYEAVELRDGDKSR\n",
      "LPLHLAPLSWK\n",
      "FSHGDHEEHLAR\n",
      "DLGAHPEYLGANDIQLGKK\n",
      "AAENIVPNSTGAAK\n",
      "LIGSVSEHIIR\n",
      "ANDAIILFVGTKK\n",
      "AYTEEQIENIK\n",
      "FGPTAAVLINAIKK\n",
      "DSQLSEHQAEGMLEGYVLTGR\n",
      "ITSITDGKEMIEPLEER\n",
      "EVPTSGSTIPHEVIGR\n",
      "DGDMGQSHVGLQAR\n",
      "TTEHMEELNDQQIVRR\n",
      "DVIDELDYRPNAVAR\n",
      "TNLYGSLEAGGTK\n",
      "ATPDSESFVR\n",
      "VIGYGSQGHAHAQNLR\n",
      "SVGLVDALAAIGKK\n",
      "ISSDSHPFYTGR\n",
      "QAVEGDGKVER\n",
      "NVSLHTAKPGMVIGK\n",
      "VEFEEKPAQPK\n",
      "QDGISAHILDLR\n",
      "TPAVMGETLISVLK\n",
      "TAVGLLPIAASGADIK\n",
      "MALHDTNVLR\n",
      "DLTDPVMLAHLLK\n",
      "YAVGQEQSNHFR\n",
      "KQALTNITTVNTAGVR\n",
      "VLEMFFSTHGAR\n",
      "FPQFIGHTIAVYDGR\n",
      "ISTQFESHFAR\n",
      "GVTLLDYSSDASHNR\n",
      "DFYDKGDR\n",
      "AGSARPLAEVNR\n",
      "VEMQLNHIHKK\n",
      "YLDKDQLK\n",
      "SFIGEHEITYLR\n",
      "PGMASNPALK\n",
      "LIGTEVKPFK\n",
      "PEGYYTIPLGK\n",
      "GYTTHAGVVQCK\n",
      "EVQDYDGNLQKR\n",
      "SQEILNSVLAIESEAK\n",
      "GQTVQAVEGDGKVER\n",
      "GGGGGGGLGSGGSIR\n",
      "PEVIVAAHSGLK\n",
      "ANITTSLFQEMVQAGATR\n",
      "VALHNGGGTGIGK\n",
      "IDETVEPYIVDKDGNR\n",
      "PEHNHTISASLK\n",
      "KPGFEAITAAVEER\n",
      "PELNGKLDGAAQR\n",
      "GIALVSTSEGVITDKEAR\n",
      "QPEMSNELR\n",
      "TSGHAILMGR\n",
      "ALHAVAQAQK\n",
      "VNPGIEAAALRQR\n",
      "FASMTGNTEEIADIVADKLR\n",
      "ITSAATTAQWNNHR\n",
      "SEPLFLQSVMQEK\n",
      "EVHHCAVSEAK\n",
      "SPVTNDGAQTLEK\n",
      "ELLNMKEEMAER\n",
      "NMLETMTEKPR\n",
      "AGSANNQLKEDR\n",
      "ETVGTYNPLVAENQVTLKEDR\n",
      "FRINATPAHTAEQVTR\n",
      "IETTTSEFDREK\n",
      "EFAGGNKR\n",
      "IDNDEEKLNQTR\n",
      "ARPYVGEPGNFQR\n",
      "AHMVSSAAK\n",
      "DPLGRPVDGLGEIATDK\n",
      "LTGAFNMTQAVLKPMTK\n",
      "GIVPILTSYIAHR\n",
      "VEQFHVAHISTGDMFR\n",
      "ALADLEKQEAK\n",
      "TTEHMEELNDQQIVR\n",
      "QEAFAQVGQGLSQTPEK\n",
      "AQNTIVTTVMSNLGFHK\n",
      "GCTHAGTAAVK\n",
      "GLEAKPGETEEDEKVR\n",
      "EMQLNHIHKK\n",
      "PLSSLANAGIR\n",
      "YVHYVDENGNTIK\n",
      "DETSASGVQNEVAR\n",
      "LNIEQIIADIK\n",
      "TTFLGNPVTFTGK\n",
      "TGSSPVTTQVPHAVGIALAGK\n",
      "QLIGFGNFEVR\n",
      "VGDALDLSHALAFTSPK\n",
      "FPLSSLANAGIR\n",
      "GMEAHGNSQIVR\n",
      "VGNEQHGLVNLGK\n",
      "VITAPGGSDVK\n",
      "YGGGEEASGSGGGYGGGSGKSSHS\n",
      "LVSSAVHPESR\n",
      "WHDSSETIGK\n",
      "YHHSNHPGGLTAR\n",
      "NGNPNVKPATR\n",
      "ADLAVNDAAAFTALADAAK\n",
      "AMNAGKEDEEKISVR\n",
      "EMQYLGWGDYSKK\n",
      "IPHNTTPK\n",
      "NHLGDWGK\n",
      "EAAAILGLKEFLDR\n",
      "PDVMYVVDPHK\n",
      "YGNTCDAHHMTSPHPEGLGAIK\n",
      "AHMVDDKLHAR\n",
      "PVGQDPHEYEPLPEDVQK\n",
      "LGGAPYSSMTEFLEHSNIEER\n",
      "VQLHANSR\n",
      "AQMTMIQAITDALR\n",
      "LPLSVFQEGQYGVK\n",
      "SIHTAKPGMVIGK\n",
      "AFEAYREQEDALK\n",
      "DIDPIRDEVLEFESVK\n",
      "PDYLALHMQAK\n",
      "DNDEEKLNQTR\n",
      "YIDDEQKPSEELR\n",
      "VNEVAHVNR\n",
      "PLHGTGEMLAR\n",
      "TLTTISKEEFTSFANTVSHR\n",
      "LEVHHCAVSEAK\n",
      "AKTEIKQELR\n",
      "VTGTATTVHHK\n",
      "ALPLANIPVGTLVHNIELKPGR\n",
      "SGGHCDTAFASK\n",
      "NVSIHTAKPGMVIGK\n",
      "EAVNALHSAFELSK\n",
      "PEHNHTITAALK\n",
      "IDLGAHPEYLGANDIQLGKK\n",
      "IVSTVMSNIGFHK\n",
      "ALLGKPGFEELSK\n",
      "PALIEAVQTIMK\n",
      "FTPLHGTSNLSVR\n",
      "SVGLVHAADAAAK\n",
      "ALNIEQIIADIK\n",
      "PGIIKEGVATAEAEEIK\n",
      "ELVPGEHVVAR\n",
      "EGAVASKEEILALATLPNR\n",
      "PITNAGVIKPMDTADWKK\n",
      "LDAVEGGSHNYGEVK\n",
      "GSDYVVVSPDHGGVSR\n",
      "GLALGDAHILR\n",
      "GISDVAEMVNILNKK\n",
      "VQEKQNFR\n",
      "VIGQSGNLTPADKK\n",
      "AAATELTKK\n",
      "DYILDAAGNKGTGK\n",
      "FQGVAFKPNFIEK\n",
      "EAPFAQTSLKK\n",
      "EEFGPEHTSFK\n",
      "GPSGAIMDMMGDKINAR\n",
      "YMKPVPGNPER\n",
      "PVNDPTLLWINSGVATLKK\n",
      "IGGGDSAAAAINLGR\n",
      "AQVMDLNKQER\n",
      "IGNAVSLNHMYADTR\n",
      "SDSVAKDELRK\n",
      "IPELNGKLDGSAQR\n",
      "VAHDENNSAK\n",
      "STSEILAHTK\n",
      "VSSAVHPESR\n",
      "GEHEAVELRDGDKSR\n",
      "PGDDLPVIQGSALK\n",
      "VGFDSGALQQDAIRK\n",
      "IDTPGHVDFTIEVQR\n",
      "DQFHQLVQQLHEEGK\n",
      "SMVHSGDFKR\n",
      "ATTSHWITNR\n",
      "DGLFIGAPSYYVVNKDTK\n",
      "STIIDVYAR\n",
      "TGKPNEHILQFAR\n",
      "AAYVEKLEALDKDAK\n",
      "PSNWEGVDIGPK\n",
      "YDFYDKGDR\n",
      "LVDGAPGIIK\n",
      "SSDSHPFYTGR\n",
      "IPTEIKNNENR\n",
      "ELLEKPVTFVPETR\n",
      "QELFSNHYFR\n",
      "METLDATLDEVSER\n",
      "AQVQYYGTGR\n",
      "AFTPTASLK\n",
      "NYITPDVVHVMMEGR\n",
      "DGSYHDVDSSETAFK\n",
      "SMASPHAAGATALVK\n",
      "TEEELAAERER\n",
      "ADYLHEDLAIR\n",
      "PVGTLIHNIELKPGR\n",
      "AAGDVIEGTVKR\n",
      "PVESRPIEYNR\n",
      "PIVDKPTIQYIVEEAVK\n",
      "ATDVATFAPSNK\n",
      "DIELTSAGDKK\n",
      "VQTLTDKASDYR\n",
      "TAHVEYETAKR\n",
      "GGEFQEIHPCESLR\n",
      "EVPLTYHAGESVAER\n",
      "TEQTTEITAYER\n",
      "DFLNHHFANLQTKEER\n",
      "PIHVFSEIGK\n",
      "DYGSIDKAPEER\n",
      "ATSDTTYEHNSDTWLVR\n",
      "ACEHVVHNMR\n",
      "SFHDHNSR\n",
      "AAVDAVFAAVSEYLSKGEK\n",
      "VVGQEQSNHFR\n",
      "PVIQGSALK\n",
      "PGFEAITAAVEER\n",
      "IALVHYTDGVK\n",
      "ISPFANTTEKPSAPLSR\n",
      "TNMLETMTEKPR\n",
      "PTVMSSTQPYK\n",
      "MKPVPGNPDR\n",
      "SMVHAGDFKR\n",
      "PDQLEDLESGYRK\n",
      "PVGTVVHNIELKPGR\n",
      "EIVGIKDEIQK\n",
      "FDGQDQGKPAEQFAK\n",
      "ISHDEIVAAAK\n",
      "PIAASGADIK\n",
      "AEMGVHYVVIGHSER\n",
      "YADLTELYKK\n",
      "PYQNDDEFMAYVGHLIEKPSVQR\n",
      "PSVTFDETTGDYSR\n",
      "ATNMLETMTEKPR\n",
      "FPEIDYDKVSK\n",
      "TEIKQELR\n",
      "KPYSTLTEFIQHSK\n",
      "MANHSGDFINSDK\n",
      "AIELLTPFTK\n",
      "ETAVGDEGGFAPR\n",
      "TINTSHIEYETANR\n",
      "PVGAPTFK\n",
      "TEYNWNEK\n",
      "ALDLSHALAFTSPK\n",
      "FACEHVVNNMR\n",
      "GIAIVSTSEGVITDKEAR\n",
      "PSPTGLLHIGNAR\n",
      "AADFGQEVADKVR\n",
      "SYISNYASLMHSLR\n",
      "DTTMRPDEKVER\n",
      "TINTSHVEYETDTR\n",
      "AGIEFDQAYTSVLKR\n",
      "GVSNFLPHHLEALLETAR\n",
      "PEPERDTDKPLLLPVEDVFSITGR\n",
      "TPGQVISVR\n",
      "GTDYVVIGHSER\n",
      "EFDQAYTSVLKR\n",
      "IPVVIEQTSR\n",
      "LSWADEVAHLK\n",
      "TDNGATVVESKDWEK\n",
      "AVGDEGGFAPR\n",
      "VVFTGASVEEAIQEGLR\n",
      "QEAQHLLDHAK\n",
      "QDAVKDEAIR\n",
      "FVDEGPTLKR\n",
      "GAISGVHLLPFFPSTGDR\n",
      "VASDSVAKDELR\n",
      "VIPALTEETRR\n",
      "PMHEMAAEDFR\n",
      "EFIEDDKQGLIR\n",
      "VELPHEMVHDEVHR\n",
      "GIHVIDLQQTVK\n",
      "ALYGVDHLIEAK\n",
      "DGDGHLESSDPIKGK\n",
      "IISSHGNTIR\n",
      "ARPFVGEPGNFTR\n",
      "PFITHHNAQNIDMVLR\n",
      "FTGWADVDLSDKGTQQAIDAGK\n",
      "TIDFKAEVEK\n",
      "PYSAAFAWTGHK\n",
      "FWEDKIAPALK\n",
      "EEFEHQFVTAR\n",
      "SQIIELPEVLANQIAAGEVIERPASVVK\n",
      "LLNNMVVGVSEGFKK\n",
      "STLHNSLPAAR\n",
      "DTVITGQITGHPVR\n",
      "PYVGEPGNFQR\n",
      "EIIEDDKQGIIR\n",
      "PFANTTEKPSAPLSR\n",
      "FALLGKPGFEELSK\n",
      "THEYVIEMR\n",
      "IGHGIGPTIHESPAVPHYGEPGK\n",
      "VVLKIEEKEEK\n",
      "SNFVLASTLKK\n",
      "TVNDVLTLASLVEKEGSTDEDRK\n",
      "SEVAHNVQTK\n",
      "EVMTDHQTLVVESGHPVGLFK\n",
      "VGTLVHNIELKPGR\n",
      "AQHFGAYQHNGGR\n",
      "PLAEMFGYATVLR\n",
      "VEAPTDELVHDYVTR\n",
      "TINTAHVEYETAKR\n",
      "YYHHSNHPGGLTAR\n",
      "SGFVTIEDLK\n",
      "LDDENAVLPLSVFQEGQYGVK\n",
      "PQGLTSLLAFDESK\n",
      "VAALDQHGVLAQHAIEETGR\n",
      "IGSGTSLDSAR\n",
      "TVHMNAPVLSIDYDKK\n",
      "IAADYISAPRPGK\n",
      "GQPLFLHSVMQEK\n",
      "LLGKPGFEELSK\n",
      "THSNHPGGLK\n",
      "VMTDPIADFLTR\n",
      "DEAAAEKTDTTK\n",
      "AVENITMPQLGESVTEGTISK\n",
      "AQFHTIHGR\n",
      "VSDKEVDKELAK\n",
      "LFVESSVDDRPMK\n",
      "SGQVLIHGEKPSPK\n",
      "AITAQMVK\n",
      "SVSFENKETNR\n",
      "EISSDSHPFYTGR\n",
      "VTVKDAEK\n",
      "LENAGLSVSDINEVILVGGSTR\n",
      "GEYFTHSTGHGIGLEIHEAPNVSR\n",
      "TVALHAVAQAQK\n",
      "YTHSMYPGGLK\n",
      "LLGASGQRPSEAK\n",
      "AFYQDAFGFEEKR\n",
      "FDVELTSAGDKK\n",
      "EILYIIRPNIDEAAK\n",
      "PLNVSGYGK\n",
      "INTAHVEYETAKR\n",
      "IDEAWKNPEFQAASKN\n",
      "ASKDFHIVAETGIHAR\n",
      "PAYFDQVLLLHR\n",
      "GSTFDTSYRPEEK\n",
      "AYTTEQIEEIKNK\n",
      "TNTVNLDWNNLGFDYIK\n",
      "PTTSGTGSEVTPFAVISDK\n",
      "SDSAAYKENETR\n",
      "SNNLINLGLYDDVKK\n",
      "IVVALGGNAILSSDPSAQ\n",
      "EYGLIDKIFTNR\n",
      "GFQTEKPFKR\n",
      "AEIFHALKK\n",
      "AYSDQMAALSDEELKAK\n",
      "PGLIDCHTHLVYGGSR\n",
      "LNIENIIAEIK\n",
      "LKPAIEGAGVAAGGAVR\n",
      "DADVEDFNKIHEK\n",
      "PEGDIFLVHAEDDSKR\n",
      "PVAATAQAAIPEGTVIGDGKLK\n",
      "ILNHFLDGFR\n",
      "EAPTDELVHDYVTR\n",
      "GGIEEVIENAKK\n",
      "AAIDLGAHPEYLGANDIQLGKK\n",
      "SSADANEVCAHIR\n",
      "VALHAVAQAQK\n",
      "PELLKELSQMASK\n",
      "ALFVESSVDERPMK\n",
      "LDSQSGVEPQTETVWR\n",
      "GGFNTNNLEWTQAILR\n",
      "KANANNIEELVLTYTLTK\n",
      "ALTAGIVGLPNVGK\n",
      "AANALALYKR\n",
      "AAAEAEEIKAK\n",
      "VGFDDLRDVLSNKPAK\n",
      "LEMFFSTHGAR\n",
      "DFHIVAETGIHAR\n",
      "EVSVKGPGSGR\n",
      "PIVGDEHADPEFGTGVVK\n",
      "GETLSHKNPAR\n",
      "TDTEIAVHLIGK\n",
      "GPEVTKEALER\n",
      "DTPGHVDFTIEVQR\n",
      "MALHDTEIIR\n",
      "IARPFVGEPGNFTR\n",
      "PVVPSVALAK\n",
      "EAKPGETEEDEKVR\n",
      "AACQALDLKPENHELGK\n",
      "LTPAGVHSLVGK\n",
      "TVFGYHVKDPER\n",
      "VAATESGHTAK\n",
      "VFAFHPSAQESSAHAAQIVR\n",
      "ELALISGQKPLITK\n",
      "PVHMVETINK\n",
      "LGIDESQEEQKNAAK\n",
      "IETCLLTDEEKVR\n",
      "SEGTVPLHTLR\n",
      "LTQQALNEGKPEK\n",
      "TAEAEEIKAKLEEAGASVTLK\n",
      "VYTPLHGTGEMLAR\n",
      "PLSEMFGYATTLR\n",
      "FLNHVMGQK\n",
      "PATLLVQTASK\n",
      "PYITDVYAR\n",
      "TVATYEVEK\n",
      "HARPATLLVQTASK\n",
      "TAAITTVLAR\n",
      "EGNDLYHEMQDSGVSAK\n",
      "GSYGGGEEASGSGGGYGGGSGKSSHS\n",
      "PAIIFIDEIDAVGR\n",
      "GADAVIAEGMEAGGHIGK\n",
      "FVNHGHILVDGK\n",
      "EVSVEVSKEVTDEDVDAR\n",
      "AAADEAVADEALRK\n",
      "LFAEDLLEDYKK\n",
      "VDYILDAAGNKGTGK\n",
      "FAPVHINASFMEEHGR\n",
      "TGVNVTIDGKEK\n",
      "PALTEETRR\n",
      "PLLQELGNLTK\n",
      "LGNIIAEVFKR\n",
      "AAEQFGDEQVHIWR\n",
      "ELEYLIGLSAHLK\n",
      "VRPSGTEPLIR\n",
      "FLDTPGHAAFTSMR\n",
      "AISGDVSDGTDAKR\n",
      "EAGVQNFSLKDEKAR\n",
      "VMEVPHEETYK\n",
      "ESRPIEYNR\n",
      "PRPIFNQR\n",
      "VGAGALHGLGYGDNAK\n",
      "WVVDESKLVEK\n",
      "SEGLSEEEAYKR\n",
      "AAIAFVNGRPEGK\n",
      "YIEASDKVEAR\n",
      "VPAILEAVEATLGR\n",
      "NEHGLVDLEDLKR\n",
      "PGDDIPVIQGSALK\n",
      "PSDAQVISHALLLR\n",
      "SGEVPEEIAEKR\n",
      "PGEHVVAR\n",
      "SDKEVDKELAK\n",
      "LEIFHYLDGLYQK\n",
      "PATILVQAASK\n",
      "FDEMEKGQIQGR\n",
      "YADKIQKDPTK\n",
      "STGEHEAVELRDGDK\n",
      "SLHTAKPGMVIGK\n",
      "MDLMGDKINAR\n",
      "NGTVIIDDFAHHPTEIIATLDAAR\n",
      "TNLNTPFMIGNVEIPNR\n",
      "GGVHHTVHGR\n",
      "SDAILREEIAK\n",
      "VDEAAAEKTDVNKR\n",
      "LSATHEPK\n",
      "PIVLDVFAER\n",
      "QNAEEVIEKLQDK\n",
      "SFDAFKEEFAK\n",
      "PFFIDNDANVAALGER\n",
      "VELTQATLADIKER\n",
      "AGDLVDLHSIVPVGQDPHEYEPLPEDVQK\n",
      "ALGDAHILR\n",
      "GTYGLQATESHWITNR\n",
      "VAIPTTSGTGSEVTPFAVITDKK\n",
      "GPMTITMLLHNTVESAK\n",
      "ASEEGGTEIEEVAEKTPEK\n",
      "IVELPHEMVHDEVHR\n",
      "VLDFGTYDHTR\n",
      "ENEAVLEEVRSEVK\n",
      "DITNQLYKVIIFHR\n",
      "DEAAAEKTDVNKR\n",
      "PLGFPESFFAEGK\n",
      "SAATTAQWNNHR\n",
      "PEFHIPHGR\n",
      "TTIHSYTNDQQILDLPHK\n",
      "MVHVSHLR\n",
      "PITPNDILTK\n",
      "TLDKDVHKR\n",
      "TVSALIFAGGTGK\n",
      "SQLAVNLHEKVEK\n",
      "PGVVVVYDR\n",
      "TSVVVVGTQWGDEGK\n",
      "SIVAEDKPAQK\n",
      "FSHGDHQEQGER\n",
      "GLGNIERPVPLK\n",
      "PAMPRDDEYSAHTDRR\n",
      "KALAQVADNIEQF\n",
      "NPALIEEFGKDMK\n",
      "YVQAHAHNTLK\n",
      "YDHEEFER\n",
      "IDFPLSSLANAGIR\n",
      "ASVMSHLAASLR\n",
      "TDLGLGLKNDK\n",
      "TINTAHVEYETDTR\n",
      "VASDSVAKDELRK\n",
      "GPEFHIPHGR\n",
      "AEILEQMEHAEVR\n",
      "SNTYHFIGIK\n",
      "VMGEGAGVLVIESLEHAQK\n",
      "NTAHVEYETAKR\n",
      "PFTAAFGWTGNK\n",
      "PCGDGNAVAAAR\n",
      "NGGAHSAVVTAVSK\n",
      "PLEDVEIETPITK\n",
      "YESALNDAR\n",
      "VPMVGTTIPHEVLSEFGGAK\n",
      "TNITTSLFQEMVQAASTR\n",
      "PDPMSGLPPR\n",
      "ANQANHEVLEVPASNIKK\n",
      "NGLGIAILSTSEGLLTDKEAR\n",
      "TLGGKPYSTLTEFIQHSK\n",
      "EDVVQSVVTSELFKK\n",
      "NPNIEIVSQYADAFDKPEK\n",
      "LGGKPYSTLTEFIQHSK\n",
      "PSKPYTAKPLEVR\n",
      "FAEDLLEDYKK\n",
      "EFIEDDKQGIIR\n",
      "YMAKPGEVER\n",
      "YGPDKYMER\n",
      "GIEFDQAYTSVLKR\n",
      "PWVFSWSQSR\n",
      "IGGDGSYHGAMR\n",
      "PQFYSADEAEELVR\n",
      "GDGIFVNDAFGTAHR\n",
      "IVAVGLPSEMMDLSIVK\n",
      "TLLDVQHVQK\n",
      "GGKPYSTLTEFIQHSK\n",
      "VLPAGVEITNNGNVVTVK\n",
      "ANIALVHYTDGVK\n",
      "MYGDNHDTGSGK\n",
      "VNGNPNVKPATR\n",
      "SELLEKPVTFVPETR\n",
      "IEDDKQGIIR\n",
      "DQIDAAPEERER\n",
      "SSDHTRPVPSHIITPIILR\n",
      "PALGVGPGNVPCYIEK\n",
      "TEAQVKEFEAEGR\n",
      "AETPAVMGETLISVLK\n",
      "PEDAHILSVVDGSVVGR\n",
      "VQAAHSEIEVAK\n",
      "PSGETLEAAYVSATATIGEK\n",
      "PLTTSIAALNR\n",
      "EILYIIRPNIEEEAK\n",
      "LDAHLVGEGIAR\n",
      "DFLNHHFANLQTK\n",
      "MQYLGWGDYSKK\n",
      "AILNHFLDGFR\n",
      "LSEYDFPGDDIPVIQGSALK\n",
      "ESILGTTLVTHQTGPEGK\n",
      "PLEVIMDQIR\n",
      "AETGAGQHGVATAAAAAK\n",
      "RPGTLELTCGGPDEQALLAVATR\n",
      "TYQPTKTEAPR\n",
      "TELKPFNSTEIYKK\n",
      "LGAHPEYLGANDIQLGKK\n",
      "PDLDAHLVGEGIAR\n",
      "PFAPGANPMHGR\n",
      "SIAFANAGQHQDTGAK\n",
      "EGTLDADKLR\n",
      "STSEGLLTDKEAR\n",
      "SIAYETVQLDNR\n",
      "TSAATTAQWNNHR\n",
      "PVVISVYEDR\n",
      "EGTALSIMGQLKK\n",
      "EGGSHNYGEVK\n",
      "PIGGWNPMVVSSQR\n",
      "YSDNEEEKVITR\n",
      "PFTAPFAWSGAK\n",
      "AFEFANNRK\n",
      "ALSILPHLMTTAAK\n",
      "SFDADKLAENFK\n",
      "PTTFAELEELAKDSK\n",
      "TYESYISMSR\n",
      "SHSIEQLSINTIR\n",
      "PTIQYLVEQGAK\n",
      "VNEVDHVNR\n",
      "VIGDALSNIFR\n",
      "DGATAQNAMNELKR\n",
      "DSQSGVEPQTETVWR\n",
      "GVTLLDHSSDASHNR\n",
      "NIALVHYTDGVK\n",
      "PLINIPVGTVVHNIELKPGR\n",
      "AKPGTITPHTK\n",
      "DAVEGGSHNYGEVK\n",
      "VTSDSGIHAR\n",
      "IDYAWEEADTTYGK\n",
      "VGSNAEFSHNR\n",
      "VATAEAEEIKAK\n",
      "YDQIDAAPEERER\n",
      "GQPADAYDHVTDR\n",
      "AFGEYGLQATTSHWITNR\n",
      "YDDGEETLKR\n",
      "GNALPLANIPVGTLVHNIELKPGR\n",
      "PILDQLAEEVHEDDLK\n",
      "STGEHEAVELR\n",
      "EETAFLIEEHLK\n",
      "AVVEARPEAPK\n",
      "GFVGVPHYNNR\n",
      "TLAPSAHNSQPWK\n",
      "QVNTVDIAEVLER\n",
      "IAGSANNQLKEDR\n",
      "IIEDDKQGIIR\n",
      "DIQYLGWGDYDKK\n",
      "GGFVIAGNSHAATK\n",
      "ANVTLFDQTGK\n",
      "LPQAEAEVDPEAK\n",
      "PMMFDIAHEVGK\n",
      "AVLNADLDLIENACKK\n",
      "GQPHPEGYRK\n",
      "SILTDNGATVVESKDWEK\n",
      "SVLEMFFSTHGAR\n",
      "TEVTLHRPNDSK\n",
      "PVGTILHNIELKPGK\n",
      "NIALINYVDGEKR\n",
      "GNLDHNPIHEDMLYAAR\n",
      "QDYDGNLQKR\n",
      "ANDAVILFVGTKK\n",
      "EYVDYKDTELLSR\n",
      "DGMEAHGNSQIVR\n",
      "CEETGNSHVQLFAK\n",
      "TTHDNPTYEK\n",
      "FGEYGLQATTSHWITNR\n",
      "SMAVSDEELAKR\n",
      "PNELSGGEQQR\n",
      "PQGIWDVLMAPIR\n",
      "SNIYDLANELNR\n",
      "LEGMNGKPVVVR\n",
      "PVAADLAAK\n",
      "GGGGGGLGSGGSIR\n",
      "ASFDEITGVGHR\n",
      "TDLKPNTR\n",
      "YGLQATTSHWITNR\n",
      "IAVGAGALHGLGYGDNAK\n",
      "PTINQLVR\n",
      "KVAKDETIK\n",
      "GEFHIPTFGR\n",
      "LAFEFANNRK\n",
      "SEYDFPGDDLPVIQGSALK\n",
      "YGHFEGEAQTYK\n",
      "LEEDWKPDYGER\n",
      "TALDKEAKEK\n",
      "SINRPEVHNAFRPK\n",
      "YGDLPLREDLPGHGEGPGEK\n",
      "AMDLSHCINFTNTR\n",
      "PADTNSLLAVMDK\n",
      "TIDVTYENEQIK\n",
      "VMTDPIADMLTR\n",
      "STAHVEYETETR\n",
      "NFHNPLSEEETVER\n",
      "NTYSLTAVNKR\n",
      "PFVGEPGNFTR\n",
      "ELTQATLADIKER\n",
      "PGVAAISDK\n",
      "PLTYHAGESVAER\n",
      "PGVTLLDHSSDASHNR\n",
      "VDAVFAAVSEYLSKGEK\n",
      "AGDYSATVSAPEKK\n",
      "WVIGVDRDQEAEGK\n",
      "TEEELAAERERQEAAGETPR\n",
      "ALTPAGVHSLVGK\n",
      "LAIGGKPVATMK\n",
      "THPIHVFSEIGK\n",
      "SGYRSGGGFSSGSAG\n",
      "TEEHVTNLAK\n",
      "PAVDPLASSSR\n",
      "EEHDQALSQK\n",
      "ALEIFEYLEK\n",
      "STFYVPAINLIGK\n",
      "IGFPLGATTPEVK\n",
      "VSEGLSEEEAYKR\n",
      "LTEHLDLFTDLTEVAK\n",
      "ALIWGVKPVIVDR\n",
      "ATAAPSPAIAAPDAPR\n",
      "AIPTTSGTGSEVTPFAVITDKK\n",
      "APNDPDRVVTIIGNANPSDKVR\n",
      "VVEKDAAKR\n",
      "PIFEHYEVISR\n",
      "EEELAAERERQEAAGETPR\n",
      "IFPEIDYDRVDK\n",
      "PEVTKEALER\n",
      "NPNDHPHGGGEGKAPVGR\n",
      "PTGYAQNFLIKK\n",
      "WAQVMDLNKQER\n",
      "PNEGPDDLYAK\n",
      "VFESLRPTPELSFAVR\n",
      "PIVLAGNDLVGESK\n",
      "PPATGIVHQVNLEYLAPVVHAVK\n",
      "ALVVVGDHNGR\n",
      "YGFDISKPASNAR\n",
      "VGIIIASHGEFADGIK\n",
      "GIAIISTSEGLLTDKEAR\n",
      "STLSEEEVKDGK\n",
      "EAATDVATFAPSNK\n",
      "TIGNAVSLNHMYADTR\n",
      "FEDEPVSEDVKQR\n",
      "TQTVYFGTYTR\n",
      "TNSVFQGR\n",
      "EVQDYDGNVKER\n",
      "PVVIEQTSR\n",
      "AIDFLNHHFANLQTKEER\n",
      "VASHMDEVGFLVSEIKPDGTFR\n",
      "PTSGSTIPHEVIGR\n",
      "VSLHTAKPGMVIGK\n",
      "DEAVADEALRK\n",
      "IEIVGIKEETSK\n",
      "AEEYGHSFER\n",
      "PVLVGTVAVETSDYISK\n",
      "FMAKPGQVER\n",
      "VGSSSEYILR\n",
      "NNMVVGVSEGFKK\n",
      "IHEVGLLSEHLTR\n",
      "STHPIHVFSEIGK\n",
      "IFPEINFDDVDKTR\n",
      "YVTSLTLTTTQGPGIK\n",
      "LTDPVMLAHLLK\n",
      "SEPLFLQSVMHEK\n",
      "SVAALDAHGILAQHAVEETGR\n",
      "AKPGSINPHTK\n",
      "GFSPIPAMSMLSHAAGSR\n",
      "VNHGHILVDGK\n",
      "DEAAAEKTDVNK\n",
      "VGDEGGFAPNLGSNR\n",
      "PSSILYNGPYILK\n",
      "VSVYNGSGIEGLAK\n",
      "PFEIKDGIEANDDTRLR\n",
      "LDLSHALAFTSPK\n",
      "VIAKPGSINPHTK\n",
      "VDEEGNDVTPDKLK\n",
      "TATVNSIPLIASSIMSK\n",
      "KYVEIFGVDFEK\n",
      "LLQDINAQLVK\n",
      "KPGTITPHTK\n",
      "VAADFGQEVADKVR\n",
      "PLVSMTDMLNK\n",
      "TAVSHLVTVEEVK\n",
      "NYTNIHNYAR\n",
      "AALAYGLDKTDKEEK\n",
      "VEGVNIVKK\n",
      "IDAMEHPEEYPQLTIR\n",
      "TAVGDEGGFAPR\n",
      "PIGGVDPAAR\n",
      "THENVIEMR\n",
      "AEILEQMEHAEVRR\n",
      "EQACESYGYEMDKELSR\n",
      "VATVLNRPR\n",
      "AANIVPNSTGAAK\n",
      "VVGDFPIELDTVVVGAGPGGYVAAIR\n",
      "YADGIRDGYFR\n",
      "MNAGKEDEEKISVR\n",
      "VDDGKLGLR\n",
      "FPLGHLEKPEVR\n",
      "ITAPKVVGK\n",
      "NEVDHVNR\n",
      "IEVPMVGTTIPHEVLSEFGGAK\n",
      "PAISGHEAPVRDYLR\n",
      "DFNVPLKDGVITDDNR\n",
      "GLYHIVNVEANDDAALKEFDR\n",
      "LPLEDQDVSKEMQR\n",
      "ILYIIRPNIDEAAK\n",
      "ATIGNAVSLNHMYADTR\n",
      "TIGGAPYSSMTEFLEHSNIEER\n",
      "GLIQSSGEILIDGEPTKK\n",
      "PIYAGPLALALIR\n",
      "GYSEGTVPLHTLR\n",
      "TVVGFQTEKPFKR\n",
      "DYVVIGHSER\n",
      "SQETTSQQQQMLR\n",
      "EGLTLVYCGDGR\n",
      "GGAVDNPERPFVAILGGAK\n",
      "FTLVGDDQNIQEVAFR\n",
      "YADADKVEVR\n",
      "YQIGDKPDNLDK\n",
      "EVTIPETEEDLDGLGYLQGK\n",
      "QELKDAVK\n",
      "SGGSYGGGEEASGSGGGYGGGSGKSSHS\n",
      "VLAPHVGNATFETR\n",
      "TISAQHFGHAVR\n",
      "TQTISFGYGSKPAQLLSNK\n",
      "FVNHGHILVDGKR\n",
      "YGKPIDEYKGK\n",
      "GLQATESHWITNR\n",
      "STHSEGKEPHR\n",
      "TINTAHVEYETAK\n",
      "AQISAQLVK\n",
      "PGTGPAGADDATPIPR\n",
      "FAAVSEYLSKGEK\n",
      "GIAILSTSEGLLTDKEAR\n",
      "LEAGVHFGHQTR\n",
      "VPTSGSTIPHEVIGR\n",
      "IGIVGSNAEFSHNR\n",
      "ASYNQLLEAYHPAR\n",
      "PTLEVEVYTESGAHGR\n",
      "AAALAYGLDKTDKEEK\n",
      "ISTAHVEYETETR\n",
      "FLMVKPDGVQR\n",
      "PCGDGNVVAAAR\n",
      "PEIAAIGPK\n",
      "GQDPHEYEPLPEDVKK\n",
      "TLGGAPYSSMTEFLEHSNIEER\n",
      "MSYVAIGKEEGR\n",
      "QILDLPHKDLR\n",
      "FNVPVKDGVITNDNR\n",
      "TDTEIAAHLIGK\n",
      "NDIPGLSAVKPK\n",
      "SEYDFPGDDTPVVAGSALR\n",
      "SYFSENEIAAAMTVK\n",
      "VFVGAHGNSIR\n",
      "IQTSMGAAK\n",
      "LLEKPVTFVPETR\n",
      "TVPHGGFGIGIER\n",
      "GALTVAVVTRPFGFEGSK\n",
      "SMASDGGSLKR\n",
      "LESTNKPTALVLTR\n",
      "TDEILLESR\n",
      "LIFPEIDYDRVDK\n",
      "DLVTATLTGDKK\n",
      "ADHPEVFDEIDR\n",
      "DAQHFGAYQHNGGR\n",
      "GHFEGEAQTYK\n",
      "TNYAIILAAGK\n",
      "AACGAGVNSSHQIK\n",
      "SNLVGTSTGSAAHQR\n",
      "QFFDKELAAR\n",
      "PNFVGQTIAVYDGRK\n",
      "QTEIALNEGKPANIVEK\n",
      "AYGLDKTDKEEK\n",
      "PLVEDYEKFK\n",
      "GNEQHGLVNLGK\n",
      "PVGTIIHNIELKPGK\n",
      "NNMVTGVSEGFKK\n",
      "ITSDSHPFYTGR\n",
      "GEYGLQATTSHWITNR\n",
      "SAVELTQATLADIKER\n",
      "VAQEAAEEVKR\n",
      "PVEPLVTGQR\n",
      "PHEYEPLPEDVKK\n",
      "NLLSEAGAEVIHGK\n",
      "INTAHVEYETAK\n",
      "PGGVLGPSFIK\n",
      "AESILGTTLVTHQTGPEGK\n",
      "VAALDAHGELALHAYEETGR\n",
      "PGFGESAGQALVNHPLVDK\n",
      "VLYTGATVEEAIQK\n",
      "TDYVVIGHSER\n",
      "GYGNTCDAHHMTSPHPEGLGAIK\n",
      "PVETMDLNIPR\n",
      "TTEHFEELNDQQIIR\n",
      "EEYGHSFER\n",
      "TGTVNSIPLIASSIMSK\n",
      "AVLTEQINTLNEHLR\n",
      "DGDIGDSHVGLQAR\n",
      "ISSDHTRPVPSHIITPIILR\n",
      "PVAIHLDHGSSFEK\n",
      "QLIAEKDLETAR\n",
      "PGANPMHGR\n",
      "IMDTPGHADFGGEVER\n",
      "LVALHNGGGTGIGK\n",
      "EVPMVGTTIPHEVLSEFGGAK\n",
      "TTNDFAEITTDRPEK\n",
      "PGAGAINALLEAATR\n",
      "LAVGFDSGALQQDAIRK\n",
      "VVDPHKEQIAVK\n",
      "LAEMGVHYVVIGHSER\n",
      "PGIQGGPLEHVIAAK\n",
      "VSNPDMFATLTQTFEK\n",
      "GEAMDLSHCINFTNTR\n",
      "FVESSVDDRPMK\n",
      "NFSHGDHEEHLAR\n",
      "DETVEPYIVDKDGNR\n",
      "GAGVLVLESLEHAQK\n",
      "SNQPITDMIETIER\n",
      "EITSDSHPFYTGR\n",
      "PVGTLIHNIELKPGK\n",
      "PSYDVESFVNSIEKPR\n",
      "MFALLGKPGFEELSK\n",
      "PVNIYEVHAGSWK\n",
      "AGVNVELFSLVPVKR\n",
      "ETDGYNAIQVGFDDKR\n",
      "ALVNQGIAQELGIIEIPQLHEK\n",
      "AGDIEPTTGHISLGPNER\n",
      "EFDDKERELESLR\n",
      "PYVEALAEK\n",
      "EGMDGKPVVVR\n",
      "GVEADHTFFSPGR\n",
      "TLHRPNDSK\n",
      "PLANIPVGTVIHNIETKPGK\n",
      "TQSIAKPAVQFGGR\n",
      "LALEGKPLATMK\n",
      "GFDISKPASNAR\n",
      "LVDDGKLGLR\n",
      "IASFDEITGVGHR\n",
      "TIHPEIQGNLR\n",
      "FPMVALLTEFRK\n",
      "YTPLHGTGEMLAR\n",
      "SIITEVYAR\n",
      "TNDMFSLK\n",
      "ASKDFHVVAETGIHAR\n",
      "GYVVLGHSER\n",
      "GATFKEDAGR\n",
      "TPADEVYHLNKR\n",
      "AEHMLDMGQDTTLGK\n",
      "PGFPIVLHGGSGIPDDQIQAAIK\n",
      "TVAVVTRPFGFEGSK\n",
      "EEYIPHADLR\n",
      "LIPTVIEQTNR\n",
      "SDAQVISHALLLR\n",
      "DYMLLHGVTTVEAK\n",
      "NQEKVEAALTDKK\n",
      "AKPEESYEELEK\n",
      "TIGGLYGTVDEVDTEKR\n",
      "GALSMNAGVFHFDSAK\n",
      "GEESGPKGDVISNFDIR\n",
      "LLNHYLEGFR\n",
      "GDTSDLRVTELGHIQR\n",
      "ITLDRPALLGR\n",
      "TGTGDKTEGLQGQVQEGK\n",
      "SIHIAAQQGEIADK\n",
      "YASIDAAPEERER\n",
      "GGGGGLGSGGSIR\n",
      "ATFYVPAVNLIGK\n",
      "PLIASSIMSK\n",
      "ESSVDDRPMK\n",
      "AEVDSLKGDKK\n",
      "SIDAAPEERER\n",
      "VLESLEHAEKR\n",
      "AAQELAEADKIK\n",
      "GMSTVPEVIVAAHSGLK\n",
      "PALIEEFGKDMK\n",
      "GADFLYSVSTLHDR\n",
      "TVSSIAGGGASYYMAK\n",
      "PSGASTGEYEAVELR\n",
      "LVDELLKQSETLDAR\n",
      "AEANIMKQEK\n",
      "TNLSTDLHDVEK\n",
      "STQYLNSNLK\n",
      "VTDSAEEAVK\n",
      "YGDHIAVHLHFEQVR\n",
      "QAENEEIKQR\n",
      "VIDTAHGHSAGVLR\n",
      "DTGRPISVPVGK\n",
      "GVIIATPEHNHTITAALK\n",
      "GISMLEHVFR\n",
      "YQPTKTEAPR\n",
      "TIGTLPFDQETIR\n",
      "PVGTLVHNIELKPGR\n",
      "EMALHDTEIIR\n",
      "GLSVLEMFFSTHGAR\n",
      "LIFPEINFDDVDKTR\n",
      "IDGDIGDSHVGLQAR\n",
      "IAKPGSINPHTK\n",
      "NTAHVEYETAK\n",
      "NVNTINVKPK\n",
      "TVEDSEKEVSR\n",
      "NGLGIAIISTSEGLLTDKEAR\n",
      "NVEANDDAALKEFDR\n",
      "TAEEVEHER\n",
      "NVGSMAHSTGK\n",
      "IPYLPKPILEK\n",
      "LTGLGMPFAK\n",
      "QVLAKPGSINPHTK\n",
      "MHDKGPTR\n",
      "LADHPEVFDEIDR\n",
      "SEFTFEIEEK\n",
      "AEDLLVDLEQR\n",
      "TVNLDWENLGFSYMK\n",
      "TLDRPALLGR\n",
      "FIEEYLDEANIR\n",
      "VSASVVGHPVR\n",
      "DTGALKLLEDK\n",
      "PILEQLAGEVHEDELK\n",
      "DAQPHNVAEYTAGK\n",
      "TLGGAPYSTLR\n",
      "IGSVSEHIIR\n",
      "PVDPVDPVDPVDPVDPVNPVDPVD\n",
      "GIDVAGSTGIGHTR\n",
      "GLQATTSHWITNR\n",
      "TSPAGPWPAPAAR\n",
      "GDIVPGPALAHK\n",
      "GMEAHGASQIVR\n",
      "IDSHSALER\n",
      "PFYDLPFDR\n",
      "VSEGLPEEEAYKR\n",
      "EEFHVAHISTGDMFR\n",
      "IEMLNHSFYNTLSK\n",
      "PLCMGESNTLNQR\n",
      "INTAHVEYETDTR\n",
      "VPSGASTGEHEAVELR\n",
      "EVLDFGTYDHTR\n",
      "AALDAVEGGSHN\n",
      "SLQEEIIAQLGVKPIIDPEEEIRK\n",
      "LDLTNHIHTLLR\n",
      "TELGHIQR\n",
      "DCADADLVVITAGAPQKPGETR\n",
      "GESVHHHHAEDDNIDLTR\n",
      "IAKPAVQFGGR\n",
      "GIPTPNLFAGGENMHGR\n",
      "GAGALHGLGYGDNAK\n",
      "SIAPSSIANVHEPLIEHIK\n",
      "MDTPGHADFGGEVER\n",
      "VVNPESTGVAVEEK\n",
      "YVKPGLASFVDVDKPVIR\n",
      "NDLTDPVMLAHLLK\n",
      "VATDKVEKR\n",
      "LMHISSLPGK\n",
      "PPLAQIGLTEK\n",
      "NSAIANAENNFGLEK\n",
      "TPAGVHSLVGK\n",
      "PLLLDFPTLFQTER\n",
      "FQGGDPLVPIDETVEPTFADGSKEK\n",
      "PIGHALIGKK\n",
      "ACGAGVNSSHQIK\n",
      "SADANEVCAHIR\n",
      "PGYEAPVYIAWAGR\n",
      "PLEDQDVSKEMQR\n",
      "SLTSQLITETFPDLDKVER\n",
      "DPVMLAHLLK\n",
      "SVLVNKDTK\n",
      "FQGGDPLVPIDETVEPTFADGSK\n",
      "ALEQDLVPIVVVNKIDKPSAR\n",
      "AALDAHGELALHAYEETGR\n",
      "GEGNAPAFHYEDVDISLIKPR\n",
      "GDALDLSHALAFTSPK\n",
      "GDIGDSHVGLQAR\n",
      "NALQVLAQVSVHR\n",
      "VGLPVETMDLNIPR\n",
      "PFATIGNAVSLNHMYADTR\n",
      "FGGQEFLIGLD\n",
      "PELNGKLDGSAQR\n",
      "CTHMADLDFGK\n",
      "VTAAEAEAEKDR\n",
      "THVINLDGEHLTLEDVIAVAR\n",
      "ASDGGSLKR\n",
      "YDGSYHDVDSSETAFK\n",
      "EAGVHFGHQTR\n",
      "FTTAAIDLGAHPEYLGANDIQLGKK\n",
      "PLFVNAVVTK\n",
      "GNAVSLNHMYADTR\n",
      "AVGLPVETMDLNIPR\n",
      "ANYVGGTDKTR\n",
      "IDGDMGQSHVGLQAR\n",
      "IEFEKPNITK\n",
      "GIIIASHGEFADGIK\n",
      "SIITDVYAR\n",
      "LEVTEALRDYVVSK\n",
      "PGDNVTIEVELIHPIAVEQGTTFSIR\n",
      "DTTISAQHFGHAVR\n",
      "EELALISGQKPLITK\n",
      "VDGLSEEEAYKR\n",
      "PYNPVSEHDQYSR\n",
      "VTDINKEAVQR\n",
      "VITATNMLETMTEKPR\n",
      "PVGTVIHNIETKPGK\n",
      "GQLEALKDKPDGK\n",
      "PTSMFITPPLAQIGLTEK\n",
      "SDGLHQAIEAK\n",
      "PTINQLVNKPR\n",
      "MVGKPALPHLK\n",
      "NGLLQPTSGQVLIHGEKPSPK\n",
      "LYIIRPNIDEAAK\n",
      "PASISQLIHPVFEDTALQK\n",
      "TISTAHVEYETETR\n",
      "PSPTGHLHIGNAR\n",
      "EGEEITNEELKAGIR\n",
      "AGISMLEHVFR\n",
      "LSANARGLGAAR\n",
      "PFITDVLAR\n",
      "YNYKPIFDATSVEK\n",
      "PIALYDIHGFVK\n",
      "PEYGTSFLNELKK\n",
      "VEFEEKPAEPK\n",
      "FPEINFDDVDKTR\n",
      "AGSLNEDVHVR\n",
      "PEIVGEEHYEVAR\n",
      "NGLGIAIVSTSEGVITDKEAR\n",
      "APVAADLAAK\n",
      "GPHTLSGDDPTR\n",
      "ETLDATLDEVSER\n",
      "PLLAPMSEVAGR\n",
      "PTPLLEEEIR\n",
      "TINTAHVEYETEK\n",
      "PTIEVEVYTESGAFGR\n",
      "AALDAHGILAQHAVEETGR\n",
      "EANAAEKEAFAGR\n",
      "DFGTYDHTR\n",
      "LHRPGKEIENLMPDYLER\n",
      "CGIVGFIGEQDAK\n",
      "PVGQDPHEYEPLPEDVKK\n",
      "PTEIKNNENR\n",
      "VYTSLTSLDNQDFR\n",
      "LAKPGTITPHTK\n",
      "VEDHDAGFPR\n",
      "QDLVTATLTGDKK\n",
      "VAALDAHGILAQHAVEETGR\n",
      "PNYAIILAAGK\n",
      "DGAPGVLKEGVAKEEAEALK\n",
      "TIAHVIDTR\n",
      "AAGSARPLAEVNR\n",
      "IDFLNHHFANLQTKEER\n",
      "LVATDKVEKR\n",
      "PVGSASSIVYR\n",
      "NVTIHTAKPGMVIGK\n",
      "IDSNEEKLNQTR\n",
      "DAVEGGSHLYGEK\n",
      "SNLYDTANQLER\n",
      "MAANKAFTLVID\n",
      "NNANVLKQEDQGER\n",
      "GIQVIGSLVGTRK\n",
      "ELLAENLGVEK\n",
      "NQGVIGDVLYCHTAR\n",
      "LVGDDFFVTNTDYLSR\n",
      "LGQTVQAVEGDGKVER\n",
      "SHGDHQEQGER\n",
      "AEEYEKNPPK\n",
      "EFHVVAETGIHAR\n",
      "DLLDFSIPGYKK\n",
      "VEVQDYDGNLQKR\n",
      "LGKPGFEELSK\n",
      "VFVLSKEEGGR\n",
      "SENVADLGGIAAALEAAKK\n",
      "AYGTLTQLLLENRPK\n",
      "PYSSMTEFLEHSNIEER\n",
      "VTNSIHHASK\n",
      "GQVIAKPGSIN\n",
      "PAHDPNDFLVGQR\n",
      "GSMAHSTGK\n",
      "AVIGYGSQGHAHAQNLR\n",
      "PTELEVLQEIK\n",
      "GKPIDEYKGNCTAAK\n",
      "DTSIADLAVATNAGQIK\n",
      "SPTGLLHIGNAR\n",
      "LIPYLPKPILEK\n",
      "AFETSVSLK\n",
      "PGPALAHK\n",
      "VLAAPGSINPHTK\n",
      "ISAQHFGHAVR\n",
      "LEVNPANER\n",
      "YFGAHTYQR\n",
      "AAFAIHQFFQER\n",
      "QNVFEEMEQGR\n",
      "APEIVGEEHYAVAAEVKR\n",
      "EGTEVTLHRPNDSK\n",
      "IVTAGHVDHGK\n",
      "TDAEGDDVTNDIFVGAK\n",
      "PGEFAYIVGPSGAGK\n",
      "TFDEQVVR\n",
      "QRIKIEVHYYNNQQDAEQDNLANQD\n",
      "LDGIEVVGSLVGTR\n",
      "ASGIGGIKEIEDQVIR\n",
      "SHMVDDKLHAR\n",
      "NIMDTPGHADFGGEVER\n",
      "VPVVQTCSLDK\n",
      "ETIRVEPR\n",
      "GITGSQGLFHTK\n",
      "GEITEEKLETVR\n",
      "NLLIMGLPGAGK\n",
      "PITSLEIKDK\n",
      "IVTNSIHHASK\n",
      "FVGAHGNSIR\n",
      "GYAIHQQIENER\n",
      "NEPTAAALAYGLDKTDKEEK\n",
      "LPLANIPVGTLVHNIELKPGR\n",
      "TQLIHLDGNSLTLEEVIAVAR\n",
      "SNQVVFDK\n",
      "PNIYAIGDIVPGPPLAHK\n",
      "PITVADIKR\n",
      "FHFMGTPQETK\n",
      "FYTHPPISER\n",
      "TEHLDLFTDLTEVAK\n",
      "TQFDTPEYLAK\n",
      "ANIYDVANELSR\n",
      "PALGFIFNTDKVK\n",
      "LAKPGSINPHTK\n",
      "AAEAEAEKDRLHGVGIAEQR\n",
      "DVELTAAGDKK\n",
      "PILTSYIAHR\n",
      "LDGIQVIGSLVGTR\n",
      "TAHDILNNPFLNK\n",
      "LDLSHALAFTSPKK\n",
      "TPGTGPAGADDATPIPR\n",
      "IGDALSNIFR\n",
      "SQVSIDKLSK\n",
      "LGIVDHQGQALLDGQPLDKELKR\n",
      "GLVGSNYDQSYNRK\n",
      "DGIQVIGSLVGTR\n",
      "TSLTLTTTQGPGIK\n",
      "DAVEGGSHLYGEKK\n",
      "DELTFSKNEGR\n",
      "PSEVDYVNAHGTGTPANDSAETTSIR\n",
      "AESSFITK\n",
      "YVVGQEQSNHFR\n",
      "ALNIENIIAEIK\n",
      "ILYIIRPNIEEEAK\n",
      "YVVDPHKEQIAVK\n",
      "KPIHVFSEIGK\n",
      "FGYHVKDPER\n",
      "SGIGGIKEIEDQVIR\n",
      "PLDASSVGDIISR\n",
      "INANGGFKESK\n",
      "FAPEVQKPVK\n",
      "GGAPYSSMTEFLEHSNIEER\n",
      "ETLSHKNPAR\n",
      "IDHMVAEFK\n",
      "TSGSTIPHEVIGR\n",
      "NDTTAINLHFIR\n",
      "PTNESAPQKR\n",
      "ASHGMLCSAR\n",
      "TDGYNAIQVGFDDKR\n",
      "FIYLGEEDKQALR\n",
      "YYTHSNHPGGLK\n",
      "PLFQAFLDSHK\n",
      "DAVFAAVSEYLSKGEK\n",
      "NIPVGTLVHNIELKPGR\n",
      "PNFPVSTVVGHAGR\n",
      "TLNVHPADGIR\n",
      "QVDPDFRDSLK\n",
      "TYVKPGLASFVDVDKPVIR\n",
      "IGYSFEGKPITAK\n",
      "DMMDPADLPAEKR\n",
      "NNVIAEAIIGYDVR\n",
      "LWLSSVIDKEMR\n",
      "FAIGDIVPGPALAHK\n",
      "SQTIYFGTYTK\n",
      "PSAQESSAHAAQIVR\n",
      "VHDAAAPAADRAAAATGA\n",
      "VPGQHGPNNR\n",
      "ACEHVVNNMR\n",
      "PNIEIVSQYADAFDKPEK\n",
      "AAATDVATFVNQNSLPK\n",
      "SNISTDLQDVEK\n",
      "DLIPYLPKPILEK\n",
      "GVIKPMDTADWKK\n",
      "AHIDAPGHADYVK\n",
      "ETEEELREAGLNR\n",
      "GLPEDAHILSVVDGSVVGR\n",
      "ALGEHIYTSFLEAK\n",
      "GGGLGSGGSIR\n",
      "PTTSGTGSEVTPFAVITDK\n",
      "FEDEPVSDDVKQR\n",
      "ARPYVGEPGNFTR\n",
      "PAHDPNDFEVGNR\n",
      "NALEVELQAQHNLR\n",
      "FIDAEHALDPEYAK\n",
      "FDVELTAAGDKK\n",
      "SYSEGTVPLHTLR\n",
      "LTVTELKPFNSTEIYKK\n",
      "PEPIAEIYATK\n",
      "TVGTYNPLVAENQVTLKEDR\n",
      "ANVVEPTLTDDLVQTLR\n",
      "TEEGIGHIPEDR\n",
      "SILPHLMTTAAK\n",
      "VEANAAEKEAFAGR\n",
      "TYFDGQDQGKPAEQFAK\n",
      "TDPVMLAHLLK\n",
      "IYGFDISKPASNAR\n",
      "PDVLFDAPGR\n",
      "PVTNDGAQTLEK\n",
      "KEEPKKEEPKKEVTK\n",
      "LLVDDHEMVR\n",
      "SSIKDIER\n",
      "GQPAVVGAHGIVRPVNIPLNDAETQK\n",
      "GTYNPLVAENQVTLKEDR\n",
      "VGLVGSNYDQSYNRK\n",
      "ATLAPSAHNSQPWK\n",
      "IDFLNHAFYNYLPSDKR\n",
      "FGPDETKSNR\n",
      "ALELFKPFVMR\n",
      "PLIVTQGLLSHMK\n",
      "LPGLAALTEK\n",
      "SPIEDHTGNLSLEFLDYELHAPK\n",
      "VDEAFSHDTAQYSK\n",
      "GIVGSNAEFSHNR\n",
      "ANIALIHYVDGVK\n",
      "TLVGDDQNIQEVAFR\n",
      "YDFPGDDLPVIQGSALK\n",
      "IGDALSNIFRK\n",
      "ILLDTKGPEIR\n",
      "NTSHVEYETDTR\n",
      "PIYIDDEQKPSEELR\n",
      "YSYLAGDGSYTLEDRK\n",
      "AGALAPVLAQAPASRCR\n",
      "ATPEHNHTISASLK\n",
      "GDLVAYVEEQTK\n",
      "DTVTYLVSKK\n",
      "ETPAVMGETLISVLK\n",
      "EYHVIAETGIHAR\n",
      "SEGLPEEEAYKR\n",
      "PALGVGAGNVPAYVEK\n",
      "GSLSEHMAR\n",
      "YTVGEVDDQGHLK\n",
      "HGDHQEQGER\n",
      "PQQKPEVPDELFSK\n",
      "HQGNWKDPNLK\n",
      "YADLTDLYKK\n",
      "HHSNHPGGLTAR\n",
      "AFHPSAQESSAHAAQIVR\n",
      "GEEITNEELKAGIR\n",
      "AESAITSVVLPHVK\n",
      "GTEVTLHRPNDSK\n",
      "PLVMGCYGIGVSR\n",
      "MASKDFHIVAETGIHAR\n",
      "DDVPGLIKEK\n",
      "HQVHWYMR\n",
      "DEYMETLDATLDEVSER\n",
      "PTSGQVLIHGEKPSPK\n",
      "FGVEADHTFFSPGR\n",
      "VSFGVAGAHGK\n",
      "KEFHVVAETGIHAR\n",
      "YDIYPEKFNNK\n",
      "AIDLGAHPEYLGANDIQLGKK\n",
      "DSNEEKLNQTR\n",
      "PFVAILGGSK\n",
      "LANGFLHGDR\n",
      "VAIFQPHTFTR\n",
      "QTVQAVEGDGKVER\n",
      "ADAAVSTIEIER\n",
      "VGFQTDKPFKR\n",
      "GTLVHNIELKPGR\n",
      "LGHEGIGIVK\n",
      "SGGTENHLFLVDVTK\n",
      "ACESYGYEMDKELSR\n",
      "GGEVTVVTVGGEDSEKELR\n",
      "PEASLVDLALPR\n",
      "TEDSTIADIAVATNAGQIK\n",
      "LKPGFEAITAAVEER\n",
      "EAGYHFVETDIESR\n",
      "LVPGTGNITINKK\n",
      "HHMVDDKLHAR\n",
      "SFDVELTAAGDKK\n",
      "GIPTEIKNNENR\n",
      "IESATSEFDKEK\n",
      "DQAHALDAILK\n",
      "PAESHVLPNDADLTTK\n",
      "PEQGHTAK\n",
      "TLTDEDKNVLR\n",
      "LEDHFENMGAK\n",
      "GIDESQEEQKNAAK\n",
      "LYTTDFEHTVR\n",
      "QTVYVLTDDLR\n",
      "FACEHVVHNMR\n",
      "METRPLSATK\n",
      "PATLLVNTASK\n",
      "NQANHEVLEVPASNIK\n",
      "EGVVHSIEYDPNR\n",
      "IQGETPEQANAR\n",
      "GINPHASEYAGMSAK\n",
      "LNMGVGDAVSNAK\n",
      "ITATNMLETMTEKPR\n",
      "VGDDQNIQEVAFR\n",
      "PIVLDVFAERDLAR\n",
      "TVTFYSYPK\n",
      "EAAAEKTDVNKR\n",
      "SQNVTATHLLNIKR\n",
      "YEVPLTYHAGESVAER\n",
      "PQFYSAEEAEELVREGYK\n",
      "GYAGGEIIISHR\n",
      "PFIHVEMIEGR\n",
      "PTVPGFVHVQDGQVAVR\n",
      "GEVTSGTQSPTLKK\n",
      "VGKPALPHLK\n",
      "SALALMLHQMGHK\n",
      "SNIYDTANQLER\n",
      "LEKPVTFVPETR\n",
      "LLNFFNIDDKLR\n",
      "GVGGGGGNAINR\n",
      "DGMEAHGASQIVR\n",
      "SDIEIANSVQMKPIK\n",
      "VDADVEDFNKIHEK\n",
      "PATILVQTASK\n",
      "AEKLMAKLK\n",
      "DGDGHLESSDPIK\n",
      "PVTVIGHQR\n",
      "IVPNSTGAAK\n",
      "SPEIVGEEHYEVAR\n",
      "ATFSSHEAIR\n",
      "SLFVESSVDDRPMK\n",
      "LLNILATLDRPTEGK\n",
      "GSMGPVAPNR\n",
      "IIDTPGHVDFTIEVQR\n",
      "PNMASGNVAMR\n",
      "SNANALGMVETK\n",
      "IGQTGNLTPADKK\n",
      "SDAFTDVAK\n",
      "SAINWTEEVAK\n",
      "LDAMEHPEEYPQLTIR\n",
      "MTTIHSYTNDQQILDLPHKDLR\n",
      "LNNMVVGVSEGFKK\n",
      "TSITDGKEMIEPLEER\n",
      "ITAPGGSDVK\n",
      "LSAVMEQHAR\n",
      "VGIVPILTSYIAHR\n",
      "NYITPDKVHVMMEGK\n",
      "TDILMQGLEKLEYR\n",
      "GLPEEEAYKR\n",
      "STGEHEAVELRDGDKSR\n",
      "GAANIVPNSTGAAK\n",
      "TLEHKESGER\n",
      "NGLSYSQLMHGLK\n",
      "YTEKDVLR\n",
      "AADEAVADEALRK\n",
      "IPALTEETRR\n",
      "AIEDETGELRNTIK\n",
      "PDTTVAHAADLMR\n",
      "VGDEGGFAPR\n",
      "AGEEGDDVTQDIFTGAK\n",
      "GVVHSIEYDPNR\n",
      "TFMAKPGQVER\n",
      "AIAFVNGRPEGK\n",
      "HRDRTPASLHAPCGR\n",
      "GDGHLESSDPIK\n",
      "ASLGDGIFVNDAFGTAHR\n",
      "IEVPTSGSTIPHEVIGR\n",
      "AVQMEYEKDVK\n",
      "SPEIVGEEHYAVASEVKR\n",
      "AALVVVGDHNGR\n",
      "ISSHGNTIR\n",
      "ITADNVAEVLAAWTGVPVTK\n",
      "PGIPGMLEFDIPVR\n",
      "FEGDAKEYSYK\n",
      "FAAVTEYLSKGEK\n",
      "SMETLTNEEVMALIKR\n",
      "EAAIAFVNGRPEGK\n",
      "FDIELTSAGDKK\n",
      "LVDVAEREYNEAK\n",
      "SQEEQKNAAK\n",
      "WLSSVIDKEMR\n",
      "ITSLEIKDK\n",
      "EEGGTEIEEVAEKTPEK\n",
      "VPSGASTGEHEAVELRDGDKSR\n",
      "TGFVLGGHGDDMVPLVR\n",
      "ANVVEPTLTDDLVQTLRK\n",
      "YLDGQGFLEVETPVLHNEAGGAAAR\n",
      "GGAHSAVVTAVSK\n",
      "VLSDIEIANSVQMKPIK\n",
      "PLEFVFKPVPR\n",
      "NWEKVEGK\n",
      "PLIQSLTEGQLR\n",
      "PTTSGTGSEVTPFAVISDKANNR\n",
      "ILGDNIYHGPGLSK\n",
      "VRPSGTEPLVR\n",
      "ELQGGANHYYVKR\n",
      "TEQFFEKELAAR\n",
      "VTLHRPNDSK\n",
      "QSIAKPAVQFGGR\n",
      "DFPLSSLANAGIR\n",
      "IGYGSQGHAHAQNLR\n",
      "AATDVATFAPSNK\n",
      "TGPHGGGGPGSGPVGVK\n",
      "LYSDNEEEKVITR\n",
      "ALDAVEGGSHNYGEVK\n",
      "SGSTIPHEVIGR\n",
      "TFSFDTAAAQGAIIK\n",
      "ENILAGKYDSQR\n",
      "SSTSHQIIYEGPNQLHGAAVK\n",
      "DETTGIGLHFIR\n",
      "AEVILESMEFPDPVIEVAIEP\n",
      "DVEDFNKIHEK\n",
      "VHINPNTLENIEER\n",
      "VVEGMEAGGHIGK\n",
      "YASIDAAPEER\n",
      "LDDELAKDIDEEVETLDELKEK\n",
      "ITELAYLHER\n",
      "SATKPVNDSKK\n",
      "LDAQSGVEPQTETVWR\n",
      "PQEANPSGYYTK\n",
      "SDVNAVLDIDETDHVR\n",
      "LGTTLVTHQTGPEGK\n",
      "LYYDGANLNAVLSQAR\n",
      "TREGNDLYHEMQDSGVSAK\n",
      "IDAAPEERER\n",
      "HVEYETKAR\n",
      "LVVAHGNSLR\n",
      "PLVPIDETVEPTFADGSKEK\n",
      "FLNHHFANLQTKEER\n",
      "GAQFHTIHGR\n",
      "PGEIVAQDMIEFGK\n",
      "KPYQVNMDLVK\n",
      "MANHSGDFINSDKAR\n",
      "PLLLPVEDVFSITGR\n",
      "EANDDAALKEFDR\n",
      "LITHKLDEIR\n",
      "QTQPHIVIGTPGR\n",
      "ADFLYSVSTLHDR\n",
      "AVEVVMPK\n",
      "PVFTKPSNMGSSVGISK\n",
      "PTSSTYSTIEKK\n",
      "VSPDHGGVTR\n",
      "LYQTADPDTTSGYVSRPYTVGTK\n",
      "PLSEMFGYATSLR\n",
      "GSVEAYIKDGEAAAR\n",
      "LEETTSEFDREK\n",
      "TYLFIAHDLSVVR\n",
      "PSTPWGKPALGLK\n",
      "ALGQTVQAVEGDGKVER\n",
      "PYAHITTTTTHK\n",
      "SGAHILITEDADEAVK\n",
      "LGDNIYHGPGLSK\n",
      "AEFMTYLAENRK\n",
      "EAYLESVNASVVEFAR\n",
      "AAAFEKETGSK\n",
      "GYGSQGHAHAQNLR\n",
      "TPLHGTGEMLAR\n",
      "LVRPSGTEPLLR\n",
      "APILEQLAGEVHEDELK\n",
      "TAPHTPVPFSPPLEK\n",
      "EELTLISGQKPVVTTAK\n",
      "FHETDEDINKK\n",
      "ESGVAHIR\n",
      "LKPAVEGSGVAAGGAVR\n",
      "GMTEEKARATLSD\n",
      "EGLAGDNVGVLLR\n",
      "GTELGMPDHIVWR\n",
      "ESATSEFDKEK\n",
      "YTHSNHPGGLK\n",
      "PLANIPVGTLVHNIELKPGR\n",
      "PQAAGIIHSDFEK\n",
      "AGQLEALKDKPDGK\n",
      "FAETDESVNKK\n",
      "PEDDYVLPIGK\n",
      "RPEELFDESGK\n",
      "GKPALPHLK\n",
      "DFHVVAETGIHAR\n",
      "IGQSGNLTPADKK\n",
      "PTTSGTGSEVTPFAVITDKK\n",
      "FWEDKIAPALKDGK\n",
      "SLVEEAGSCIAEAHK\n",
      "VLVDDGKLGLR\n",
      "TTLDELKEAAK\n",
      "PQTETVWR\n",
      "AIISTSEGLLTDKEAR\n",
      "STVHGSLPPAR\n",
      "IGLEHVTSGK\n",
      "LEEKIGGIR\n",
      "YMAKPGEVERK\n",
      "VVAELAEDVKEK\n",
      "TATNMLETMTEKPR\n",
      "QFGDEQVHIWR\n",
      "VVGDHNGHVGFGTGK\n",
      "PAGVEITNNGNVVTVK\n",
      "VEMQLNHIHK\n",
      "IVASDSVAKDELRK\n",
      "KDDHRGGK\n",
      "GIEIGNSLVEEDKLDVAK\n",
      "PLFLQSVMHEK\n",
      "PYVGEPGNFTR\n",
      "PYILGTAGHVDHGK\n",
      "STFYVPAINLIGR\n",
      "QIDAAPEERER\n",
      "PNVTGFVGSHGNR\n",
      "VSTVDGSFKR\n",
      "LDTAGVDKR\n",
      "LEVHPEQQR\n",
      "SWYDNEMSYTAQLVR\n",
      "SSVVVVGTQWGDEGK\n",
      "PFAIDPMPNLYFTR\n",
      "LDGIEVVGSLVGTRK\n",
      "AVVGNKPGVTK\n",
      "FIGAPSYYVVNKDTK\n",
      "ATEQFGDIVIAPR\n",
      "IALDGTPNKGK\n",
      "EESNLRPK\n",
      "NFSHGDHQEQGER\n",
      "DYRPNAVAR\n",
      "PQAEAEVDPEAK\n",
      "AELEFEKPVVELR\n",
      "GIVDHQGQALLDGQPLDKELKR\n",
      "ANAHPIQLPIGAEDDFR\n",
      "ALHNGGGTGIGK\n",
      "IIGGGVVGTHAAR\n",
      "NIIKKDDK\n",
      "EMFFSTHGAR\n",
      "VTELKPFNSTEIYKK\n",
      "GEEGDDVTQDIFTGAK\n",
      "SPFANTTEKPSAPLSR\n",
      "NLHTDGLGQSILLK\n",
      "LEVMTDHQTLVVESGHPVGLFK\n",
      "ELGAIVVRPEEGETVVEAIHR\n",
      "EGDTEAKQELAEANLR\n",
      "EDVGHQGIR\n",
      "LADDSWFAVRPSGTEPK\n",
      "PLITDASGKK\n",
      "LDTAGVTDRK\n",
      "TLLDHSSDASHNR\n",
      "IPTTSGTGSEVTPFAVITDKK\n",
      "NVVDADVEDFNKIHEK\n",
      "IPVVISVYEDK\n",
      "LQVDPDFRDSLK\n",
      "INTSHVEYETDTR\n",
      "PNDHPHGGGEGK\n",
      "PVDIKEIDTIR\n",
      "LAAIWAQDENGLIGK\n",
      "TMSYDDLLHYGSEK\n",
      "FMGTPEFSTGVLKR\n",
      "AEELALISGQKPLITK\n",
      "TYQDNFQK\n",
      "SADILLTHFNQLFCPNDLGHPLYGK\n",
      "FIEDDKQGIIR\n",
      "ITIGGLYGTVDEVDTEKR\n",
      "TFLDTPGHAAFTSMR\n",
      "FYMKPVPGNPDR\n",
      "EYFDKDGEKHR\n",
      "CEAAPGIIHLMDR\n",
      "AEAGHISFAELVPVIEK\n",
      "ITEIGNKVPEAGK\n",
      "VDTTMRPDEKVER\n",
      "EVTPALKEYVEK\n",
      "PVLDETETFFR\n",
      "MTTIHSYTNDQQILDLPHK\n",
      "AANDAIILFVGTKK\n",
      "FPSKPYTAKPLEVR\n",
      "IVTDINKEAVQR\n",
      "YLGAGPFFGLAHEAQLK\n",
      "LPTIQYLVEQGAK\n",
      "TINTAHVEYETEKR\n",
      "PIIGFDSGVPGAPEGAIK\n",
      "SDGTENHLFLVDVTK\n",
      "VLSKPGSITPHTK\n",
      "MELIDAFAHAR\n",
      "HFGAYQHNGGR\n",
      "PVISGSVPPHFLR\n",
      "DENAAVIIREDK\n",
      "STKPIHVFSEIGK\n",
      "ELNAPGIIVQNEKR\n",
      "GYTVAVVGATGAVGAQMIK\n",
      "SNIYDSANELSR\n",
      "TLTAAITTVLAK\n",
      "EPEYVKPIQGLK\n",
      "DWTISAEVVTKPEVK\n",
      "PAVQFGGR\n",
      "IEPEYVKPIQGLK\n",
      "SMIQSMVEHR\n",
      "YTTDFEHTVR\n",
      "GSQGHAHAQNLR\n",
      "AYHKDNVKK\n",
      "VEDSEKEVSR\n",
      "LVDDHEMVR\n",
      "PVLIQTSMGAAK\n",
      "PMVALLTEFRK\n",
      "GADAVGMSTVPEVIVAAHSGLK\n",
      "TLADVMPTGYHAAR\n",
      "TAAIDLGAHPEYLGANDIQLGKK\n",
      "DGGAHSAVVTAVSK\n",
      "SYVAIGKEEGR\n",
      "PLGATTPEVK\n",
      "FAFHPSAQESSAHAAQIVR\n",
      "LDLPHKDLR\n",
      "PLQTQSISPSR\n",
      "LMDAMEHPEKYPQLTIR\n",
      "TFSFDTAAAQGAVIK\n",
      "GIQFHPEVR\n",
      "QDELTFSKNEGR\n",
      "ISAYKEER\n",
      "NTDVVVLEEEEAELREK\n",
      "THDNPTYEK\n",
      "SSMTEFLEHSNIEER\n",
      "TGFNDLQKPEFIKHDNHEVGIK\n",
      "PNVGKFEVDADGK\n",
      "ASAVFADNEAGYLAGIAAAK\n",
      "GAPYSSMTEFLEHSNIEER\n",
      "LLIGTEVKPFK\n",
      "DLDAHLVGEGIAR\n",
      "FEAGADAIVIDTAHGHSAGVLR\n",
      "PPIEGVEIVK\n",
      "TLERPALLGR\n",
      "LLKPAVEGSGVAAGGAVR\n",
      "PYSTLTEFIQHSK\n",
      "PVTIALFTDTDLTKR\n",
      "PVVQTCSLDK\n",
      "NLFAEDLLEDYKK\n",
      "VEEFHVAHISTGDMFR\n",
      "AEQDAQHLVDEAK\n",
      "YEAAFNNAFNAVR\n",
      "TQTQPHIVIGTPGR\n",
      "VDGLLQVEGGRPLSGEITVR\n",
      "SNQNVYDTANQLER\n",
      "LDGIQVIGSLVGTRK\n",
      "EVTSGTQSPTLKK\n",
      "GPDETKSNR\n",
      "KPAKYLSKNSDYK\n",
      "PIDSHSALER\n",
      "GDYSATVSAPEKK\n",
      "SSVVVVGTQWGDEGKGK\n",
      "AISSFNIGSR\n",
      "YHSLTQGHK\n",
      "TITSAATTAQWNNHR\n",
      "AIIIGADAAGNK\n",
      "MISPFANTTEKPSAPLSR\n",
      "GFDSGALQQDAIRK\n",
      "PEIVGEEHYAVAAEVKR\n",
      "VPSGASTGEHEAVELRDGDK\n",
      "VLAKPGTITPHTK\n",
      "LEYLIGLSAHLK\n",
      "IFDEMEKGQIQGR\n",
      "SEATTTLDGWYCLHDLR\n",
      "LNNMVTGVSEGFKK\n",
      "ATYGIPHISTGDMFR\n",
      "LIGFGNFEVR\n",
      "LADGSWIAVRPSGTEPK\n",
      "PFTKPYSLVGIK\n",
      "ALQAENEEIKQR\n",
      "GAAIQEYAESHGYGVVR\n",
      "PLAVENFLTHAK\n",
      "PNDHPHGGGEGR\n",
      "DVTDAEGDDVTNDIFVGAK\n",
      "PIVDYILDAAGNKGTGK\n",
      "VVAQEAAEEVKR\n",
      "NQANHEVLEVPASNIKK\n",
      "SEPVTGYIHSTESFGSVDGPGIR\n",
      "PEQEIVELAEGFAK\n",
      "ATIQWFPGHMSK\n",
      "LEANWKELADLVSCR\n",
      "AVIGQSGNLTPADKK\n",
      "IPELNGKLDGAAQR\n",
      "DHTLLKPEATK\n",
      "SQAQYAGTGR\n",
      "EDFKQINKR\n",
      "PFQATEIYKK\n",
      "EAAFNNAFNAVR\n",
      "ISMIQSMVEHR\n",
      "GDALDLSHALAFTSPKK\n",
      "VLDGIEVVGSLVGTRK\n",
      "EELTLISGQKPVVTTAKK\n",
      "NYSDSMEDRIR\n",
      "AITSLEIKDK\n",
      "PEVPLPQVLEK\n",
      "PALFVESSVDERPMK\n",
      "TDIETFHPDR\n",
      "PASMVSDHYVDNLAQFK\n",
      "ILVPGTGNITINKK\n",
      "ATEIMAACQALDLKPENHELGK\n",
      "ATELHLKR\n",
      "ASTDNHAAGGNAAEHLFPLLEK\n",
      "LSDIEIANSVQMKPIK\n",
      "GAGYITIAEHYISYR\n",
      "VGTSTGSAAHQR\n",
      "PLVKPEGLTVLK\n",
      "IDVSNVKDYASLEPVLK\n",
      "HPIHVFSEIGK\n",
      "PQFYSAEEAEELVR\n",
      "GIVRPVNIPLNDAETQK\n",
      "LTAVGLLPIAASGADIK\n",
      "TAGSLNEDVHVR\n",
      "GELGPGLHFVTPIIR\n",
      "FVLASTLKK\n",
      "VSMETLTNEEVMALIKR\n",
      "VPSYDVESFVNSIEKPR\n",
      "PDATVHTLLGGTIK\n",
      "PTTSGTGSEVTPFAVISDKK\n",
      "SELQTMQDALDIVK\n",
      "TKPIILTGDRPTGK\n",
      "TENSVAGGNTQNVIGGR\n",
      "YYTHSMYPGGLK\n",
      "VEGGSHNYGEVK\n",
      "KPGSINPHTK\n",
      "TLDATLDEVSER\n",
      "ILITHKLDEIR\n",
      "LTAAITTVLAR\n",
      "PADAYDHVTDR\n",
      "THSVFQGR\n",
      "VASDNVANDDLRK\n",
      "TDSIAEKGEDGDSYYSMMK\n",
      "GYSFEGKPITAK\n",
      "AALDQHGVLAQHAIEETGR\n",
      "AIAGFQALTALSTTEDPTR\n",
      "FVAIPTTSGTGSEVTPFAVITDKK\n",
      "SVGGDLSEMKR\n",
      "VLAKPGSINPHTK\n",
      "PEGYTLNQIAEAVEK\n",
      "GFLLDTKGPEIR\n",
      "YDIEGVDKEGR\n",
      "AVDAVFAAVSEYLSKGEK\n",
      "YGIQFHPEVR\n",
      "DGIQVIGSLVGTRK\n",
      "ASDKFIVR\n",
      "NINPALIEEFGKDMK\n",
      "GINPLEHDIR\n",
      "GIMAHVDAGK\n",
      "PLNVSGPFHTALLESASQK\n",
      "IAIHDTTLGPALGGTR\n",
      "QGETPEQANAR\n",
      "VDGSYHDVDSSEMAFK\n",
      "VGTVIHNIETKPGK\n",
      "GGSYGGGEEASGSGGGYGGGSGKSSHS\n",
      "VDPHKEQIAVK\n",
      "SSITSHEPGYLNKETEK\n",
      "STVMSNLGFHK\n",
      "TYFLVDDLNHLVR\n",
      "EAGLAPVLEDAGGRLLLAPGAADGVR\n",
      "ALTALEIKDKTFGVK\n",
      "TMNEITATELRARVAAGR\n",
      "GMFINTNVGALNANR\n",
      "ATEQLGEIVIAPR\n",
      "YGTLTQLLLENRPK\n",
      "LTFEISQEDIKK\n",
      "SSIDETVLFK\n",
      "PGVTLLDYSSDASHNR\n",
      "PVVDNEQVYGVITDRDIFK\n",
      "PAGAVHLVQNGHEVFVQK\n",
      "IELFKPFVMR\n",
      "DALDLSHALAFTSPK\n",
      "LMVKPDGVQR\n",
      "TLGGKPYSTLTEFIQHSKIEEK\n",
      "GAPYEVLLEIKR\n",
      "PFEIKDGIEANDDTR\n",
      "VGYGNTCDAHHMTSPHPEGLGAIK\n",
      "FPNFVGQTIAVYDGRK\n",
      "GLVPILTSYIAHR\n",
      "VLSENDKGWTK\n",
      "GDGHLESSDPIKGK\n",
      "PTAAALAYGLDKTDKEEK\n",
      "YGSIDKAPEER\n",
      "YVPGQHGPNNR\n",
      "PLIVLADGMGGHR\n",
      "VEEANGCIAEAHHAQTSLLTK\n",
      "SDNEETNFVIIDDRIEGKK\n",
      "AIFQPHTFTR\n",
      "DLSHALAFTSPK\n",
      "DAVGMSTVPEVIVAAHSGLK\n",
      "METRPLSATKR\n",
      "GNIYGFDISKPASNAR\n",
      "VEFEEKPENPK\n",
      "IDEAWKNPEFQAASK\n",
      "IDPSPEAALAAACR\n",
      "VVVSLTYVYGIGIPTSK\n",
      "TDLPSTLHNALK\n",
      "DLTTDNLSADAKK\n",
      "MEEHDQALSQK\n",
      "NGADVPPLRVVDGDGAGVPAL\n",
      "VIGQTGNLTPADKK\n",
      "ETTTSEFDREK\n",
      "LAAFDFPFRK\n",
      "PLEVHHCAVSEAK\n",
      "TSVGLVDALAAIGKK\n",
      "NATSQAGVVGNPNLTVYGGTK\n",
      "AEMGGKDTIVVDKEADLELAAK\n",
      "PSGASTGEYEAVELRDGDK\n",
      "TVHDVIAEQR\n",
      "SPTGHLHIGNAR\n",
      "PGLASFVDVDKPVIR\n",
      "GGLYGTVDEVDTEKR\n",
      "TLADGSWIAVRPSGTEPK\n",
      "LLLPVEDVFSITGR\n",
      "TTFAELEELAKDSK\n",
      "LNEEEGRVSLSLK\n",
      "GSDVDKYYFTQR\n",
      "VLDGIQVIGSLVGTRK\n",
      "PELIELAGKK\n",
      "IARPYVGEPGNFTR\n",
      "DVTDLVALHK\n",
      "SMDILSQVSETYRK\n",
      "VQAHAHNTLKK\n",
      "FEGGDPLVPIDETVAPTFEDGSTEK\n",
      "GISENYTVRK\n",
      "TYQENYQK\n",
      "PWGKPALGLK\n",
      "ITALEAALVSAYKK\n",
      "DNVNNIIAEAIIGYDVR\n",
      "AAADPAVVAAK\n",
      "QNVEGVEVTR\n",
      "TGIDLTADEVDADAVTR\n",
      "TGIAGLSVVADSLSAIK\n",
      "GTAGSLNEDVHVR\n",
      "STFDTSYRPEEK\n",
      "GAGANPEVGRK\n",
      "DAPGHADYVK\n",
      "SLVALHNGGGTGIGK\n",
      "ISFHDHNSR\n",
      "EFPNAAKDEFGR\n",
      "VSENVADLGGIAAALEAAKK\n",
      "QIESATSEFDKEK\n",
      "ALLKPYQVNMDLVKK\n",
      "DSAGHLGDVR\n",
      "PTDLVNAIVAIEDHR\n",
      "MFKDVNEQILK\n",
      "IADHLVEAPK\n",
      "EMALHDTNVLR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_733ns.csv\n",
      "Retrieving GO terms for sample: 737ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "ALHGGDVSSDIEANL\n",
      "ANELEALIR\n",
      "AEIGVLEGYK\n",
      "TNTLQFIEDYR\n",
      "DLNEAIADIDAK\n",
      "QILMQAINMNK\n",
      "TNLSTDLHDVEK\n",
      "NPINLPYLVTEPQFVACH\n",
      "APQENTFYAGVK\n",
      "GAANIVPNSTGAAK\n",
      "PADLIEPELAGYTEDLNSK\n",
      "DFVPPYGHGASLYIRPY\n",
      "ENDLLLITADHGNDPTYAGTDHT\n",
      "SFDVELTSAGDKK\n",
      "HDAFAEALR\n",
      "ATFYVPSVNLIGK\n",
      "AFLEIEYNSK\n",
      "VWAGIANETGLAK\n",
      "YTEKDVLR\n",
      "APAPAPAPAAAAAPVPAGAETVK\n",
      "VIEGEALDLLIGSR\n",
      "GFMAINPEFFGDPAEIKK\n",
      "KEYHVIAETGIHAR\n",
      "FVGHTIAVHDGR\n",
      "STTNELLYYIPAGQYGK\n",
      "IDPLAVYFEAR\n",
      "NDLVKVTVPEGVESIGK\n",
      "TSVVVVGTQWGDEGK\n",
      "AFIQIIPSVNPLTLR\n",
      "AIGVAHPVSILVDTFGTGR\n",
      "SQEFINPSDGVIR\n",
      "PEGVLAAVGLADDADLLAAHMSK\n",
      "FSHGDHQEQGER\n",
      "SQWITEEQTPHLR\n",
      "APQGTFDTSEIQITGEASR\n",
      "FWNAHNNVLEEVAK\n",
      "AEPPGVGPLDVKTDDGAR\n",
      "VGGSNYQVPVEVRPE\n",
      "VTPEEFAFYR\n",
      "HAVYPAHDSVMQMTGSINK\n",
      "FTGHLLGAAGAVEAIATIEAMR\n",
      "FSTDLHSLGQFIQEGTR\n",
      "PGTITPHTK\n",
      "LLSSYEFPGDEVPIVVGSALK\n",
      "SEFTFEIEEK\n",
      "PEYWVAVVKPGR\n",
      "TVNLDWENLGFSYMK\n",
      "SLTNEQIIEAIASK\n",
      "ALTALEIKDK\n",
      "ALNIENIVAELK\n",
      "ALTHGFLDSVPVDDILR\n",
      "TLDRPALLGR\n",
      "VVPTDGSENAKR\n",
      "SQMNVQIVTPDGLVYDHHAAFVSVK\n",
      "PSTDAAEVLGNISR\n",
      "IGALTVGVVTKPFAFEGK\n",
      "VLVAKPGLDGHD\n",
      "AAANHPIEPVGAELR\n",
      "LSIDQVVYYMSTR\n",
      "VLSDIEIANSVQMKPIK\n",
      "AIYNNITELIGQTPIVK\n",
      "SVTGEEVTAEDLGGAMAH\n",
      "LVLTDGSLGMK\n",
      "VLFTGSTVEEAIQK\n",
      "LFSSILSQGGTSNK\n",
      "AAANDAVVLFVGTK\n",
      "IAELFSSILSQGGTSNK\n",
      "PGFEELSK\n",
      "VDNVNNIIAEAIIGYDVR\n",
      "IISIDISGLEAGTQYR\n",
      "EDFHSGTQAAAAGGFT\n",
      "PSQANPQGGIVTK\n",
      "TVIGDALSNIFR\n",
      "SVSFENTATNR\n",
      "LAAGPDKPAFVTVGDSVK\n",
      "YLGPTPAKPGDPIGSAGPTTSGR\n",
      "LGDENPDGIDGYYK\n",
      "AHPIQLPIGAEDDFR\n",
      "GFPFTGSR\n",
      "TFSFDTAAAQGAIIK\n",
      "PVNIPLNDAEQQK\n",
      "VPSGASTGEHEAVELR\n",
      "SSILSQGGTSNK\n",
      "TLDADGIEDLLQR\n",
      "AAIDNIVGHGRPA\n",
      "HHIISNASCTTN\n",
      "GVPSTDAAEVLGNISR\n",
      "NLFKDEVR\n",
      "PSCPYCQLFEPK\n",
      "SYEVVSRPLR\n",
      "EIADYFEETAHNESAHAK\n",
      "SLQETIIQELGVKPVIDAQEEIRR\n",
      "YVPLAEMFGYATVLR\n",
      "HTPFFNNYRPQFYF\n",
      "YASIDAAPEER\n",
      "TIMTLTSKEKQK\n",
      "NTNNLEWTQAILR\n",
      "AAENIVPNSTGAAK\n",
      "VLADPIYNSK\n",
      "TEPILQVK\n",
      "LAMTWAYSPSYGK\n",
      "TVTGLPDAYSR\n",
      "THAAQQPEVLDISGLI\n",
      "VLNIINSFNVGDAK\n",
      "KAPSTPWGK\n",
      "TRPVEAPAPGVMQ\n",
      "LVDGAPGVIK\n",
      "SFSFDSASVQGAVIK\n",
      "TSPLLESR\n",
      "ANIALVHYTDGVK\n",
      "IAHDISAFSFVAMAQAAR\n",
      "IDAPGHADYVK\n",
      "VVGQTVGYVR\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "VGFINVHLFRPFATD\n",
      "MMHASTSPFYPLFAALDVNAK\n",
      "VQHVAQYLVNHGVSAD\n",
      "MIVPAGAPSFK\n",
      "LFITEGDVNVER\n",
      "FTAEYVDIR\n",
      "AAQYSDCADADLVVITAGAPQKPGETR\n",
      "NYVPGQHGPNN\n",
      "TYADCADADLVVITAGAPQKPGETR\n",
      "LTEAPSSTDDMFEIAER\n",
      "DPVMLAHLLK\n",
      "YFGDYVPEAPATMFK\n",
      "PLVTTTEMFK\n",
      "MIVPAGAPTFK\n",
      "AENQNYGTGR\n",
      "LIYEGGFKK\n",
      "SMQDPIADMLTR\n",
      "CGACMNICPVY\n",
      "IKDTQDPTLTFLAAC\n",
      "VAAVTDATFAEETK\n",
      "ADVVTTSVNNGDQLSK\n",
      "FEANPSEELFR\n",
      "PVLINFENTDPHEAAR\n",
      "SVTGEEVTAEDLGGAMAHNSVSGVAH\n",
      "KVLGKEPTK\n",
      "YIGPVENGVK\n",
      "VVDKDAEK\n",
      "THVINLDGEHLTLEDVIAVAR\n",
      "AVTEYLAAGEK\n",
      "LTSHNVMPR\n",
      "GICGFANTVDTLSAIK\n",
      "CVSPLDPENEEQR\n",
      "VLDSAVAGDNVGALL\n",
      "TNQLIYTGK\n",
      "APVPAGAETVK\n",
      "NNVANSLLVTGAILGVNVH\n",
      "YLDKDQLK\n",
      "SDVVCVMGPAENPASADR\n",
      "MEMIQFHPTGLGR\n",
      "VLGKEPTK\n",
      "VGELLSVHVIPR\n",
      "QDEVIGIIPALGIQLHWTTVR\n",
      "LNANIVGK\n",
      "ATFTQYVEAK\n",
      "LFVGPTGVGK\n",
      "ANITTSLFQEMVQAGATR\n",
      "MINRRNSNK\n",
      "KPGFEAITAAVEER\n",
      "FDTVAEELAAGGK\n",
      "VTSHSTCPVLIIK\n",
      "SIITDVYAR\n",
      "TAIDFTAEVEK\n",
      "AHTLYIVGIGPGNPDYVVPR\n",
      "LKPAVEGSGVAAGGAVR\n",
      "GFTEETVR\n",
      "VIAETGIHAR\n",
      "FVAEVFTGSPGK\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "PAPAPAPAAAAAPVPAGAETVK\n",
      "YIPLLAYSPAFK\n",
      "FVYYLGPTPAK\n",
      "SEPLFLQSVMQEK\n",
      "QLDEGLAGDNVGVLL\n",
      "SQEVLHRPLNVAVLTVSDTR\n",
      "IMDAANNTGASVK\n",
      "NVFIGQPAVVGAHGIVR\n",
      "ETAHNESAHAK\n",
      "AQMTMIQAITDALAVELKR\n",
      "ATTCGLTEFVGTSK\n",
      "PSFVGHTIAVHDGRK\n",
      "AIAQVAAVSSR\n",
      "GVAAAEAEEIKGK\n",
      "TPISAVIDGHDGMGQLLGHK\n",
      "TVAIDWENLGFAYMK\n",
      "VANVNTINVK\n",
      "DFHVVAETGIHAR\n",
      "AQAQYAGTGR\n",
      "AEYNGVTLEPLMDGSQDR\n",
      "QLDGKQVLAASCLFHAPGTKEHMK\n",
      "ALAAHALAIFGDHQDVMAA\n",
      "TADLLLTHFNQVFCPNDLGHPLFGAEMK\n",
      "AITAAMVK\n",
      "EMGVNYVVIGHSER\n",
      "TTEHMEELNDQQIVR\n",
      "AIYENITELIGNTPIVK\n",
      "PFITDVLAR\n",
      "AQMTVQIVTPDGLVYDHHAAFVSVK\n",
      "DLIEGDLTVGQAR\n",
      "STNLEVGIVGLPNVGK\n",
      "PVCAHPQAFFHR\n",
      "IVIFGAGLGK\n",
      "VGADFVINGR\n",
      "VEDGVITATSK\n",
      "PLSVPQGAIGLFTR\n",
      "ANVTLFDQTGK\n",
      "LLDKVPSK\n",
      "AVIFSGIQPSGELTLGNYLGALR\n",
      "TTFLGNPVTFTGK\n",
      "NPINLPYLITEPQFVACH\n",
      "IVTSGHVDHGK\n",
      "IVPNTTGAAK\n",
      "VIFYQLTELAR\n",
      "QVGAGLVTVMVR\n",
      "VVAADFGQEVADKVR\n",
      "NVAGALDIYDDVEVGHQVLVDDGK\n",
      "ALKPLGDR\n",
      "LAVSPFAPTVLDK\n",
      "VNVNTECQIAFANAT\n",
      "AQYSANFNQAK\n",
      "IIARPYVGEPGNFT\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "YSSIDAAPEER\n",
      "PLFGVLPYYK\n",
      "YAPSPTGLLHIGNA\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "QGIAQELGIIEIPQLHEK\n",
      "HTPFFNNYRPQF\n",
      "PYVGEPGNFTR\n",
      "NANAALHETVNIPAS\n",
      "KAVVTGVEMF\n",
      "STFYVPAINLIGR\n",
      "ILIISTPTDLPR\n",
      "TVDIAEVLER\n",
      "SFDIELTSAGDK\n",
      "FPTNICLISGPS\n",
      "AEVQTGYTPDMNATATADTATTDDTTTK\n",
      "SNIYDLANELNR\n",
      "LLTDILHGNGSGGSTNPMLISR\n",
      "AEFSFEIEEK\n",
      "TGIDLSNDKLADQR\n",
      "PIYNSDDGIGLR\n",
      "PVDTIGQYDATK\n",
      "LPYTYLAK\n",
      "SYTVEMLGNVVGSK\n",
      "VDHSLNQVVLHTIPGSAQSVAF\n",
      "PVVFMDTTTGYK\n",
      "KIHPTAGVTAVGA\n",
      "TIVFNTNHDVLDGTETVISGASCTTN\n",
      "AELMPAQKSMSIAEIVELLHNYDFSR\n",
      "ALSSLTVSPR\n",
      "LLGAAGAVEAIATIEAIR\n",
      "ATEQFGDIVIAPR\n",
      "LITEPQFVACHR\n",
      "ATELLENTIATLK\n",
      "EESNLRPK\n",
      "MNIINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PTINQLVR\n",
      "YIPLLAYSPSFK\n",
      "ATNLGHVVR\n",
      "KQLDEGIAGDNVGVLL\n",
      "AYTEEQIETIK\n",
      "PLIHVELVEGR\n",
      "PGFEELGAELNAR\n",
      "VVAADFGQEVADK\n",
      "MNIINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "AINEGVAQGYVEGYLR\n",
      "SAVAVLEGTESK\n",
      "REDRAWGR\n",
      "YWASLGDGIFVNDAFGTAH\n",
      "SDLIIVAAR\n",
      "QLIFPEINFDDVDK\n",
      "PTNELPQGGIIEK\n",
      "PGSITPHTDFESEVYVLSK\n",
      "ANLCEVCGK\n",
      "GMIAELFSSILSQGGTSNK\n",
      "MMVAGDHANNDMAGNEPDSHK\n",
      "LVGDDFFVTNTDYLSR\n",
      "DLCGRIVESLDADGALTR\n",
      "MVYTISPVHTTESFLK\n",
      "PELSEELIAELK\n",
      "EFHVVAETGIHAR\n",
      "VQSAMVYTISPVHTTESFLK\n",
      "SVHAYIMGEHGDSEFAVWSHAN\n",
      "ALIQLTTEELR\n",
      "ALNIEQIIADIK\n",
      "VNGTAYDVEVNEVK\n",
      "AVGYTSYPDNVVR\n",
      "YTPVDIEGFDYER\n",
      "VMTDPIADMLTR\n",
      "SIPEPLGIVIHTPQGK\n",
      "SGYVEQGEVVR\n",
      "KAGAHVQSAMVY\n",
      "KMIGNSSSK\n",
      "AAGFQEELNHEEVVEVTER\n",
      "PITAADIR\n",
      "VGFINVHLFR\n",
      "IVIPHVVFGGK\n",
      "WRAYFNAVSAR\n",
      "NCPGGILVYQNEMHSYR\n",
      "SLSNQEIDDLLR\n",
      "GIEEQLGEIVIAPR\n",
      "SADILLTHFNQLFCPNDLGHPLYGK\n",
      "ITVLGYGSQGHAH\n",
      "KAGMNEIADYFEETAHNESAH\n",
      "HASTSPFYPLFAALDVNAK\n",
      "NFYNALLAGQSGIGPITR\n",
      "AFETSVSLK\n",
      "VQYGGSVKPENVAEY\n",
      "VFDTVAQELAAGGK\n",
      "GLSVGIVGLPNVGK\n",
      "AYTGDQMILDGPHR\n",
      "VLAAPGSINPHTK\n",
      "LVLTDGALGMK\n",
      "YFGAHTYQR\n",
      "SFDIELTSAGDKK\n",
      "YTIAVYDGR\n",
      "QTSNVMTSSPAKLLIDEQGNK\n",
      "PDVAEELFAK\n",
      "TLLQLQDVTYR\n",
      "YLEGEEITNDELIA\n",
      "AGFEVIYTGLR\n",
      "FADLVIWEPAQFGAK\n",
      "YIQTSDEAFR\n",
      "TLATQIASDLLDIK\n",
      "YVPIVVEQGER\n",
      "IVTAGHVDHGK\n",
      "FVDVPGFLPGTNQEWGGIIR\n",
      "FIVFVGPSGCGK\n",
      "AIILPDLPYAYDALEPYIDAETMHLHHDK\n",
      "HNPYYEVEGYYGN\n",
      "STFYVPAINLIGK\n",
      "YIPFLAYSPSFK\n",
      "VCPVCAHPQAF\n",
      "LNIENIVAELK\n",
      "VLTILIGGIDNLGK\n",
      "IAMQIAAVNPTYLNR\n",
      "PVEDVFTITGR\n",
      "AFQEVIDAK\n",
      "REVVEAESAAA\n",
      "AAEELALISGQK\n",
      "STKPIHVFSEIGK\n",
      "EEEFGVTAAAPVAVAAAGAADAGAAK\n",
      "PAVAEDLAVAR\n",
      "FVVKDHAK\n",
      "SQLLQEIEALR\n",
      "SNIYDSANELSR\n",
      "PAVQFGGR\n",
      "EGAGNPEAISHR\n",
      "VNVSIHTAK\n",
      "PAIDAGSSVSR\n",
      "MVATGIDFLAAGIGNIHGPYPANWK\n",
      "FLGGVAFGTLGLK\n",
      "PVSILVDTFGTAK\n",
      "APGTVQNFIDLINK\n",
      "AQGFYELK\n",
      "PFVTWDVIR\n",
      "DLEITSVEVAGQAR\n",
      "NLLIMGLPGAGK\n",
      "TVDLDWENLGFNYR\n",
      "LTDLGIVAK\n",
      "AYTTEQIEEIK\n",
      "ALEVIMPK\n",
      "SLGIETMGGVFTK\n",
      "YATNIITCFAR\n",
      "GSQGHAHAQNLR\n",
      "PITSLEIKDK\n",
      "SLNIETTQGLER\n",
      "FVGAHGNSIR\n",
      "TLVYQSTR\n",
      "PAVETVFTVLHAGGK\n",
      "LGALTVGVVTRPFGFEGSK\n",
      "PGFEDLSK\n",
      "AEEQDIKQETVEETEDTTNVEEPTVEK\n",
      "CGIVGVVGNTNATDILIQGLEK\n",
      "LRPGEPPTVESA\n",
      "SQSYINVIGAGLAGSEAAYQIAER\n",
      "SQTLASVTFQNYFR\n",
      "TQLIHLDGNSLTLEEVIAVAR\n",
      "EAATDVATFAPSNK\n",
      "PSAEGLGTLVDYPEGLR\n",
      "PVGTLIHNIELKPGR\n",
      "LVNRPVADGIR\n",
      "PVNIPLNDAETQK\n",
      "VGIVISTHVIPR\n",
      "VVEAATAAAR\n",
      "PGDPIGSAGPTTSGR\n",
      "DFVPPYGHGASLYIR\n",
      "EPPESAAQRTD\n",
      "HVGKPSDGAIR\n",
      "VLNALSIDSK\n",
      "TFSFDTAAAQGAVIK\n",
      "ANINENYLNLQGSYLFANIAK\n",
      "AVAQYYGTGR\n",
      "TQTVYFGTYTR\n",
      "TNSVFQGR\n",
      "SNLQQVIEAAFEK\n",
      "LVLAQAAATNSNIIR\n",
      "AICNGLEYLGTR\n",
      "VDQNFEGEVYYLEFEDENGNK\n",
      "WQFIHAWCLFCSVKNK\n",
      "YAEEYLGEK\n",
      "ANIYDVANELSR\n",
      "KGAGISENYTV\n",
      "SMIADKIEK\n",
      "MAINPEFFGDPAEIKK\n",
      "SQYEFIDKR\n",
      "MVTDPDRMEAVMDNPYILITDR\n",
      "ACLNNVAAEDTVETHTFDTVK\n",
      "AGFDEGNRPIGSF\n",
      "AMAAANGGPHPR\n",
      "HEVLEVPASN\n",
      "NNLIWPGLFDYVTR\n",
      "NAGFEGSIVIDR\n",
      "PYSTLTEFIQHSK\n",
      "VYTSLSSK\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "LLTGLGMPFAK\n",
      "STHPIHVFSEIGK\n",
      "FDESLGVNDR\n",
      "QSGNDLSDFYR\n",
      "AVINFEIFK\n",
      "GGATEVLGGHK\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "DMIIGYLINNR\n",
      "IILRPQEISNNPGIA\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "SIQLLNIGFGNMVSANR\n",
      "FLIQVTDDMNSIGR\n",
      "VVLCGWVER\n",
      "VPAEIADAVR\n",
      "ALEQWIEFANLGAATR\n",
      "LGFDCASSEFYDKER\n",
      "IMDAANNTGAAVK\n",
      "PYFSTDTTAALR\n",
      "PSSILYNGPYILK\n",
      "VGEVVSTHVIPR\n",
      "VAISGTGVEGVLTLR\n",
      "VGQDVHFVGGDLK\n",
      "DLEIASVEVVGQAR\n",
      "PASTTNTNSGIPDIPVFMK\n",
      "VPTGYAQNFLIK\n",
      "GNTVSHGEFGLVACEPSWITN\n",
      "IGTDYVVIGHSER\n",
      "AEALFEAGADAIVIDTAHGH\n",
      "GFLEVETPVLHNEAGGAAAR\n",
      "GGGVIPDADIPGLKK\n",
      "TLLALENVTK\n",
      "AGVINGYPDGTFK\n",
      "MVTSLILFVVD\n",
      "DDLIGLDAAYKK\n",
      "VAADFGQEVADKVR\n",
      "VAKPGLDGHDR\n",
      "IIIAAGHKPNA\n",
      "PQEGVVVAVGAGK\n",
      "SLEILDQLEEK\n",
      "VVDKDAEKR\n",
      "AIELLTPFTK\n",
      "PVVTFINTAGAYPGVGAEER\n",
      "AFESLTER\n",
      "ETAVGDEGGFAPR\n",
      "VVAEPLFNRK\n",
      "SEQNQQPEVAAEEQQEAVLQIQR\n",
      "PDPAVHEIFTK\n",
      "AEISLSPEELTSQASVYSNAR\n",
      "AGMNEIADYFEETAHNESAH\n",
      "PSPTGLLHIGNAR\n",
      "PTDKPFMMPVEDVFTITGR\n",
      "QTIVIQSNSGLTDEEIDR\n",
      "SESFAQLFEESLK\n",
      "LVDFDALYGHR\n",
      "NSNHYGIAGYYA\n",
      "KLVQLGIYPAVDPLASSS\n",
      "AGIEFDQAYTSVLKR\n",
      "EILALATLPNR\n",
      "LIGFGNFEVR\n",
      "VVEAEAAAAR\n",
      "MSTVHGSLPPA\n",
      "SQYEFIDK\n",
      "FVTNTDYLAR\n",
      "GTGASYEEALQQAK\n",
      "DVVISGGVPATAR\n",
      "QVGAGLVTVLVR\n",
      "VPSLFVESSVDDR\n",
      "ANIAGVNLEEFLK\n",
      "NSEALGMIETK\n",
      "AGGPITLVGPEIK\n",
      "SNYAIILAAGK\n",
      "VAEYYGCHILR\n",
      "LVAKPGLDGHDR\n",
      "VVFTGASVEEAIQEGLR\n",
      "PLTEDVVKPDQALFDSLCNQFK\n",
      "GRPVDTIGQYDATK\n",
      "CGYVHVGEEAPK\n",
      "SNISTDLQDVEK\n",
      "EAAVAAAVEALK\n",
      "AITAITSVEQFDELVLGSK\n",
      "ASASIPFTQGQR\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "TDYYVIGDVHGK\n",
      "VVTRPFGFEGSK\n",
      "KTLDSAVAGDNVGALL\n",
      "AVIEQVIAR\n",
      "FAALVVVGDHNG\n",
      "VWYVPPLSPILQR\n",
      "VNFINFTGSTPIGER\n",
      "RGPGGPGFRPAPP\n",
      "IVNFVDVPGFLPGTNQEWGGIIR\n",
      "PILATEAEVAAAPEHFDTIPALGAK\n",
      "AIISDTVLFR\n",
      "VVAARPQS\n",
      "AFALVNQGIAQELGIIEIPQLHEK\n",
      "KEGLGGEVIAY\n",
      "GQVLAKPGSINPH\n",
      "KSVVAEPLFN\n",
      "STSEALGMIETK\n",
      "LGMPGEFPYTR\n",
      "PAFVSFDAEK\n",
      "PYLNPNAALLTLSYLGAER\n",
      "LVVVGDGNGYVGVGLGK\n",
      "YHNDPANFPTNICLISGPS\n",
      "SWSFDNTKPIYLQIMEK\n",
      "PYLEEAGR\n",
      "AHNNVLEEVAK\n",
      "ALDWVSPVAALSADPAK\n",
      "SEQVFTFPTYDLAQSILGQHNR\n",
      "SNFVLASTLKK\n",
      "DLHPDMNITVEGNTITVAR\n",
      "PSLETLSIIAYK\n",
      "AILGVSIAVAR\n",
      "CIMPPKENYR\n",
      "SFDVELTAAGDK\n",
      "NVFIGQPAVVGAH\n",
      "ATIEALGQASK\n",
      "SEQLHSINEVLQDLK\n",
      "YLLGTSFAR\n",
      "PQFYSAEEAEELVR\n",
      "GIVRPVNIPLNDAETQK\n",
      "LFAAGLALGTVGLK\n",
      "VSMYEYAR\n",
      "NSVSGVAHFAAEDEDDCIAQIR\n",
      "YIQGETPEQANAR\n",
      "LEAIMSVLFD\n",
      "YYQQLLTYLR\n",
      "ASAEQYSYPAPQAATPAYQTSYATSAPR\n",
      "AVFAAVTEYLAAGEK\n",
      "SDAFADVAK\n",
      "VFLKPAAEGTGVIAGGPV\n",
      "IGSGTSLDSAR\n",
      "QITTDLLHSELINGSSNPMLDAR\n",
      "SELQTMQDALDIVK\n",
      "TDLNPIIADR\n",
      "ILFPIFSLGMAK\n",
      "VMTDPIADFLTR\n",
      "IFIMAQNFGADPK\n",
      "AHLTVQIVTPDGLVYDHHASFVSVR\n",
      "GLTVLDYFTSSHGAR\n",
      "SNISLTTLGGVR\n",
      "TTSGILFPINADFLASQGSSFGSAK\n",
      "AGTVNQELGLLFQGPNYVIVK\n",
      "TKPIILTGDRPTGK\n",
      "WYAIADSR\n",
      "ILIISTPQDLPR\n",
      "VAAGYWDLYR\n",
      "EEFGVTAAAPVAVAAAGAADAGAAK\n",
      "KAETTIPPLYS\n",
      "VSDKEVDKELAK\n",
      "PGTSPVTCGR\n",
      "QLAELENLDYK\n",
      "NQVTEEQSEDFTEK\n",
      "AITAITSVQEFDEK\n",
      "AGIVNGYPDGTFK\n",
      "LTAAITTVLAR\n",
      "SVSFENKETNR\n",
      "KIEIKEPLK\n",
      "THSVFQGR\n",
      "IQPAFDNGLWK\n",
      "NLFAAGLALGTVGLK\n",
      "SYGSLFDATQTK\n",
      "AIAGFQALTALSTTEDPTR\n",
      "LENLMPDYLER\n",
      "SFSDLMLFALSSNQELAQR\n",
      "MPGKSRIIFHIDMNSFYASVEMAYD\n",
      "IAPEAQDGGPIAYLR\n",
      "GIGIIIASHGK\n",
      "CGYIHVGEEAPK\n",
      "ATSMVIGTQWGDEGK\n",
      "VIVSLHTAK\n",
      "ANANALGMVETK\n",
      "PVPSHIITPIILR\n",
      "ATIRPILATEAEVAAAPEHFDTIPALGAK\n",
      "EYHVIAETGIHAR\n",
      "SLQREAIRLDPR\n",
      "MASSEAGFNELFR\n",
      "PAVAEDIAVAR\n",
      "SDIMYPVSFGK\n",
      "TDEILLESR\n",
      "PALGVGAGNVPAYVEK\n",
      "APQGTFDTSEINITGQASR\n",
      "HGDHQEQGER\n",
      "FEVVVENDGIIAK\n",
      "STLLSVITSAK\n",
      "VHTQTAGSMLTAQQVDNNIV\n",
      "YTLADGSWIAVR\n",
      "LPGLAALTDK\n",
      "VPAILEAVEATIGR\n",
      "TNYAIILAAGK\n",
      "LPGEGVVTGYGTIDGR\n",
      "ANLPNCPK\n",
      "AFHPSAQESSAHAAQIVR\n",
      "RPGSMGPVAPN\n",
      "IELPDPFENMGAQLVK\n",
      "TGGSQFFIVYEPQPHLDGVHTVFGK\n",
      "TADLLLTHFNQVFCPK\n",
      "AELELVCVPTR\n",
      "TTIDVDLCSIQEAR\n",
      "FSGADALGPLIQGLAK\n",
      "SLFLGGVAFGTLGLK\n",
      "FGVTAAAPVAVAAAGAADAGAAK\n",
      "SEHILIIEDDIDIANIER\n",
      "IINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PATAFTQLAAK\n",
      "FANTVDTLSAIK\n",
      "QIMAEAAEGKEADSSEMNAAVMQK\n",
      "PIEVGGSLGR\n",
      "PATLLVQAASK\n",
      "VTGFVGSHGNR\n",
      "GGHTVGAGVVTEIEG\n",
      "SEHILIIEDDLDIANIER\n",
      "VGFINVHLFRPF\n",
      "ATEQLGEIVIAPR\n",
      "PFVAILGGSK\n",
      "VGELISVHVIPR\n",
      "MLETMTEKPR\n",
      "GFFTGLDIGTSSIK\n",
      "TLLTADDVLNKK\n",
      "LVAANPVDVLTYSTWK\n",
      "SKPHVNIGTIGH\n",
      "LWDALGQASGR\n",
      "AELEYLIGLSAH\n",
      "LPLGGATEVLGGHK\n",
      "RNYVPGQHGPNN\n",
      "AHFTLTSTLYDIDVPGYK\n",
      "IVTLTDTNGNALSWASAGGLGFR\n",
      "PGSIKPHTK\n",
      "VFIFPGIEAGNIGYK\n",
      "GFFDFLKPR\n",
      "GVHFLQEWYLLDLVK\n",
      "ICDYLGLPLGEAFVGR\n",
      "SLVEEDKLDVAK\n",
      "FELLYHLASHIGQVITR\n",
      "EETAHNESAHAK\n",
      "LMPVEDVFTITGR\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "NSVSGVAHFAAENEDDCIAQIR\n",
      "PTVATYNQSGVK\n",
      "GEWSPGIVTGK\n",
      "ILIFPDLQAANIGYK\n",
      "VISTQFESHFAR\n",
      "PEQLKEDEIR\n",
      "CLPLANIPDGTQIHNIELK\n",
      "SITLERPALLG\n",
      "DETTQPASTSAETVK\n",
      "ALTAGIVGLPNVGK\n",
      "TTEHFEELNDQQIIR\n",
      "VTISFISAVRPF\n",
      "DFHIVAETGIHAR\n",
      "SEQLHSIEEVLQDLK\n",
      "LLAFVAGDLQGVTAK\n",
      "SILPLGTIVYLK\n",
      "VQATATITNANGK\n",
      "EFHVTAETGIHAR\n",
      "SLQETIIQQLGVKPVIDAQEEIRR\n",
      "ETTTPDGPIGK\n",
      "STEHMEELNDQQIVR\n",
      "PLVTTTEMFKK\n",
      "NKEIQETAEILA\n",
      "SFDVELTAAGDKK\n",
      "PATMETGLVVNVPDFIEAGQK\n",
      "TALADIQSGK\n",
      "FVTNTDYLSR\n",
      "VFHNDQPVAWICAN\n",
      "ATINQLVR\n",
      "YQVEQFIFWGAGR\n",
      "FLETTTPDGPIGK\n",
      "IWILQARPETVWS\n",
      "AEQLVNVHDLVGR\n",
      "SDVLSTLTKK\n",
      "DLSHALAFTSPK\n",
      "GLFDEVIFGPTK\n",
      "VEGVNDNGAEAVGLYR\n",
      "VLLKPAIEGAGVAAGGAV\n",
      "PYMMGTNSVIGVKPADEYQFR\n",
      "SNQPITDMIETIER\n",
      "MGIMNVTPDSFFASSR\n",
      "PIIHVELVEGR\n",
      "KQLDEGLAGDNVGVLL\n",
      "TQNVQEAELIELFEGVR\n",
      "RIVKIFNK\n",
      "PATLLVQTASK\n",
      "YEDCADADLVVITAGAPQKPGET\n",
      "ALIYDNRPYK\n",
      "TLASQIASDLLDIK\n",
      "PGYKPLPAVPYTAGDMAQQMPVSK\n",
      "PADEYQFR\n",
      "ALVNQGIAQELGIIEIPQLHEK\n",
      "GESPTPVPTLNDQMAR\n",
      "ASFGENYGFLIEELR\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "KVGFINVHLFRPFATD\n",
      "SNLSVNAIR\n",
      "ALAIFGDHQDVMAAR\n",
      "NIINVLEQEQLR\n",
      "AVGGFNTNNLEWTQAILR\n",
      "AALHETVNIPASR\n",
      "TDKPLLLPVEDVFSITGR\n",
      "YHELQDIISILGMDELSDEEQ\n",
      "LFEQDAANNGGTR\n",
      "QFAGVGVQILPADLSEPGDLARVAERAR\n",
      "SYAYDTIADIIR\n",
      "IVLISSDHTRPVPSHIITPIILR\n",
      "YTPYDGDESFLAGPTER\n",
      "AYLTIFCTNSVAK\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "ANLFAAGLALGTVGLK\n",
      "SLLDDILAHNR\n",
      "ETNHGVLTFTISQEQIKPALD\n",
      "HGVLHYAVANIPGAVA\n",
      "SIVLGADAAGLR\n",
      "ALHGGDISADIEANL\n",
      "LLLPVEDVFSITGR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "YVTEEELAAER\n",
      "AQVTAQLVK\n",
      "PIVSYNWK\n",
      "AVLDILLQEGFVK\n",
      "ELTVEITNESGLHAR\n",
      "IIGEPSEFDQEEVEQLAK\n",
      "QTIIGDEQPITCR\n",
      "SNIYDTANQLER\n",
      "DENIAFINAGYLFQNHPDR\n",
      "GMLSMLLSVLQAPVR\n",
      "VIPADIVAVFDNLAAENGKK\n",
      "QLIFPEINFDDVDKTR\n",
      "SDIMYPVSFGNLMNHIMTEYK\n",
      "SDLLITHVDVLTDEGVLK\n",
      "PAQNISAVGHGK\n",
      "MQLHDVLIR\n",
      "PATILVQTASK\n",
      "VPAILEAVEATLGR\n",
      "GIVRPVNIPLNDAEQQK\n",
      "YFKDRDKLLEAQRIKDR\n",
      "AVQMEYEK\n",
      "TQDPTLTFLAACR\n",
      "SIFWPLNEEFEK\n",
      "TYQENYQK\n",
      "GLFSGLLGNASQK\n",
      "AAGAETQPVPQPQPTPQVTSPR\n",
      "IVPNSTGAAK\n",
      "IDGHDGMGQLLGHK\n",
      "TGDQMILDGPHR\n",
      "VPNTLLQMLLR\n",
      "VLFFVDNIYR\n",
      "VFIGFDCASSEFYDKER\n",
      "MARKDAIYELLK\n",
      "HFLVGSCDSLEANILK\n",
      "SILFLLTPAETLTK\n",
      "SNFVLVSTLK\n",
      "SIHIAAQQGEIADK\n",
      "AQDFTVEGGSLGEMHAAK\n",
      "YIIRPNIEEEAK\n",
      "TILMSHLGR\n",
      "APQGSFDTSEIHVTGQASR\n",
      "TEKPLLLPVEDVFSITGR\n",
      "FAPSPTGPFHIGGA\n",
      "YVDKNFGR\n",
      "SNANALGMVETK\n",
      "IILLEPTLQEAISR\n",
      "PLGGATEVLGGHK\n",
      "PEDLVSAFETASSEAK\n",
      "SDAFTDVAK\n",
      "LRPLQMAHAFLAEVVTK\n",
      "VITVPAYFNDAQR\n",
      "TGNPTGLIWNLLGR\n",
      "IGGSNYQVPVEVR\n",
      "AEDNTTNVIYR\n",
      "YVPLSEMFGYATDLR\n",
      "SELLFNELPRPTFR\n",
      "VMIHQPLGGVQGQASEIEIHA\n",
      "AMPNLNVFRPADA\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_737ws.csv\n",
      "Retrieving GO terms for sample: 781ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "VIKKEDWK\n",
      "YDDEIGVIDGIKK\n",
      "TDLANEFDHIIK\n",
      "APQENTFYAGVK\n",
      "KTSDKFIVR\n",
      "EENYDELLAEIDSRGMK\n",
      "IVKENIKLEK\n",
      "LSIKEIEREEAKREER\n",
      "KLPTKYNK\n",
      "KEYHVIAETGIHAR\n",
      "PFCIPIGEKDEFK\n",
      "STTNELLYYIPAGQYGK\n",
      "SVYQFSLPTK\n",
      "NVVQGPGAAATGSNSVAVGDNAK\n",
      "SVEVQKLEK\n",
      "AHNDAVGPFK\n",
      "FNPIAQGNAER\n",
      "AEYQNLANQEEAR\n",
      "SSGLYSTEKR\n",
      "AVQMEYEKDVK\n",
      "AKPGLDGHDR\n",
      "YSPCINHGIK\n",
      "SNIYDLANELSR\n",
      "CYDEEKFEK\n",
      "HNDAVGPFK\n",
      "PGTITPHTK\n",
      "YTYENILLSGGFRPKEFNGTIRIDDPNGK\n",
      "IQQGADNSAPVCQK\n",
      "CGIVGVVGNR\n",
      "GLPSIYPTGVTIYNPEK\n",
      "SLTNEQIIEAIASK\n",
      "ALNIENIVAELK\n",
      "PGEEIILEGR\n",
      "HELKPAEGSR\n",
      "PTFNQLVR\n",
      "PLIQSLTEGQLR\n",
      "VLFTGSTVEEAIQK\n",
      "APQADTFYAGAK\n",
      "SIQASVEEILEDIKK\n",
      "PFGPGANPMHGR\n",
      "MVDKVVER\n",
      "NNDTLVIIDDLDILGK\n",
      "GFGSWEVKER\n",
      "MMTAQPPFDPGAYR\n",
      "QVQTGLAALEVEEVMGRGAGGLEWK\n",
      "EIVGIKPTTK\n",
      "SLGALYVVSGPSGAGK\n",
      "AYATVAIADKK\n",
      "ALPTIAIVGRPNVGK\n",
      "YVEKPVIVYR\n",
      "EAEAHQGPSIIIA\n",
      "VPSGASTGEHEAVELR\n",
      "PVVESLICK\n",
      "RRSNQAMAGLEELK\n",
      "KSDRGGYDAK\n",
      "SQEYLDFELPIAELEAK\n",
      "ANSVEVQDYEGNVLER\n",
      "VAITAALVK\n",
      "SEIFSTAVDNQTAVTIHVLQGER\n",
      "YDKLVNKK\n",
      "PVDVLREFEK\n",
      "KAPSTPWGK\n",
      "CAFHQMLLPR\n",
      "LTGQPSACGTAR\n",
      "VVLKVEEK\n",
      "IAHDISAFSFVAMAQAAR\n",
      "VIFTGASVEEAIQNGLK\n",
      "ADTGILIVSHSK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "TAHIEYETANR\n",
      "APQENTFYVGAK\n",
      "WNHKVVNVPKK\n",
      "IDAAPEEKER\n",
      "SFGTTLKK\n",
      "PLVTTTEMFK\n",
      "PTIAIPHPLGNPK\n",
      "SMQDPIADMLTR\n",
      "ATGWQQENGTWVYYNRNEEK\n",
      "LDAEYQNLASQEEAR\n",
      "LVDKYAEK\n",
      "SYLLTSMEEVRKENEK\n",
      "MSIDSTLPDAPPAESGAK\n",
      "ALSIFGDHQDIYAAR\n",
      "SYEAQNITVLEGLEAVR\n",
      "KVLGKEPTK\n",
      "LTGEQTIGVFTGK\n",
      "NFKAYKVSK\n",
      "PTPAFISIEGSNQGK\n",
      "RMAIKEALEK\n",
      "HTPFFDNYRPQFY\n",
      "ITAFTSHIIR\n",
      "VEMQLNHIHKK\n",
      "APVPAGAETVK\n",
      "TTEHIEELNDQQLIR\n",
      "GITINTAHIEYETLTV\n",
      "LDKLDKEAK\n",
      "KMEKQTGK\n",
      "GVKEPGVLHEVD\n",
      "GLPFVIDLEGDTTK\n",
      "AGYVVVGTQWGDEGKGK\n",
      "VLGKEPTK\n",
      "KLVLNHCELIRP\n",
      "ITGNFIGGK\n",
      "AVTMEYEKDVK\n",
      "PADAYWGIHTLR\n",
      "HTPFFDGYRPQFY\n",
      "PVLWEHAK\n",
      "TQEWFESADLEK\n",
      "SIFTMGIDVGSTASK\n",
      "SIITDVYAR\n",
      "SNITTSLFQEMVQAASTR\n",
      "YKDYKEILK\n",
      "NEKEKELLKR\n",
      "QPQPSAASAAAAMPAATGQHPER\n",
      "AVVELTVCPLGTGTTSASSYVAGAQK\n",
      "MIFRSSRR\n",
      "TGNAHVTEILA\n",
      "AYTNDQNTLDAPHKK\n",
      "AAQIISGTQLSQQIK\n",
      "VGLISVHLFRPF\n",
      "YGPEVVTGLAK\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "PAGAPSFK\n",
      "EINKVTGR\n",
      "AGYVVVGTQWGDEGK\n",
      "PLSVPQGVIGLFTR\n",
      "SEPLFLQSVMQEK\n",
      "PGGQGVEINGK\n",
      "STVQEIFGFK\n",
      "VNPIFTQVAADFSHDTWWMSVIK\n",
      "CATMTGAEAISTWGPQVPTFR\n",
      "QEVSPSAQDQAAQVAEAAR\n",
      "AQMTMIQAITDALAVELKR\n",
      "ATTCGLTEFVGTSK\n",
      "DSVISTGLQYR\n",
      "CAFHQMILPR\n",
      "MKISIHVD\n",
      "DALGLDPAVYELLKEPQR\n",
      "VLKFDKDR\n",
      "APAPAPAAAAAPVPAGAETVK\n",
      "FVGKDLYK\n",
      "SGQTTSEYISHHLSFLK\n",
      "PGQVISVR\n",
      "DFHVVAETGIHAR\n",
      "FNHPQEVTPEAK\n",
      "HTPFFSGYR\n",
      "SQIFSTAADNQSAVDIHVLQGER\n",
      "EFKDLGINNK\n",
      "KLVSENIQTR\n",
      "LSANARGLGAAR\n",
      "PDKPITEKPLEVR\n",
      "PFITDVLAR\n",
      "QQISRIAAGLLFGPAREVYH\n",
      "ATYTTSDFKPGLK\n",
      "MLPHNTLGR\n",
      "YGPEVVTGIAK\n",
      "YYGAPDAER\n",
      "NGIYYFDAFRLDELNPNKVFAK\n",
      "TMSDPIADMLTR\n",
      "LSKDKNWR\n",
      "SLGDLAALPSR\n",
      "FITSGLGGMSGAQGK\n",
      "ANVTLFDQTGK\n",
      "SEVFHLGLTK\n",
      "PVDQSFLMPIEDVFTITGR\n",
      "AVIFSGIQPSGELTLGNYLGALR\n",
      "TTFLGNPVTFTGK\n",
      "SPPVLAKNK\n",
      "QRPDPTASGVTGAVSD\n",
      "ISQMSAVWDPAK\n",
      "AVTAQMVK\n",
      "LAHTNPNTLVIVDNTFATPYMQK\n",
      "VGEKDILK\n",
      "ILHAVQEISTLGIAYPILLGR\n",
      "LGKIEEKDYLK\n",
      "AAVTAAMVK\n",
      "DITANNEKEHAK\n",
      "TDSPQAQTR\n",
      "IVPAGAPSFK\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "FGAGTAGAGIADR\n",
      "VMVKDEGK\n",
      "FPFIAFWSK\n",
      "HTPFFNNYRPQF\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "VLIFPTLSAGNIGYK\n",
      "SILVTGGAGYIGSHTVVELLNAGK\n",
      "EDLTIKVEEVMTK\n",
      "AYLISEEAQDLLKDVKK\n",
      "PIFSVADLGIVGDLHK\n",
      "PFLINEEELK\n",
      "MEKLPNKKPR\n",
      "SSGLYSTEK\n",
      "NDIVIARTGSTTGKSYR\n",
      "HTPFFSGYRPQ\n",
      "CAVQWPNVR\n",
      "VEKPVIVYR\n",
      "PTINQLVR\n",
      "FVATTGGK\n",
      "VLDGSGATVVPILVEGAIR\n",
      "AYTEEQIETIK\n",
      "SSAFTGFVLLNEAK\n",
      "SNLYDTANQLER\n",
      "PLIHVELVEGR\n",
      "FQEFMIVPAGAPSFK\n",
      "TLTALEIKDK\n",
      "AYLISEEAQDLLK\n",
      "SVQEVMDIAGVAHLAAIK\n",
      "NFFHLESTVQEIF\n",
      "PTFVACSVPAYLHQYDMTSGIK\n",
      "TMTDPIADMLTR\n",
      "SICAFHQMILP\n",
      "PGSITPHTDFESEVYVLSK\n",
      "GEKGGKAPPAGR\n",
      "EVGKIEAR\n",
      "EESPVLELK\n",
      "GFFDQLGDVAK\n",
      "ALIQLTTEELR\n",
      "ALNIEQIIADIK\n",
      "PAVVESMKK\n",
      "AMPKEDFK\n",
      "AYTNDQNTLDAPHK\n",
      "VMTDPIADMLTR\n",
      "DVRDGDGEGPALLDVGDGPVR\n",
      "GHISFDYSK\n",
      "PGDDIPVIR\n",
      "LLADESLKEALR\n",
      "CGIVGAVAQR\n",
      "PITAADIR\n",
      "AAVDTLIVIPND\n",
      "TTQIYATVSSER\n",
      "GIEEQLGEIVIAPR\n",
      "LGEHNIDVLEGNEQFIN\n",
      "GLFDFVSDIGKK\n",
      "GQVLAKPGTIN\n",
      "SQAQYAGTGRR\n",
      "AMMTLDGGR\n",
      "ISAFIVEANTPGFSIGKK\n",
      "SNYYNEASEFAK\n",
      "PLSYGGSQGR\n",
      "ASENLNQSSVALTPVEATDYAESVAAYK\n",
      "ELTRCAMSDLLAGID\n",
      "DLAAAARPHLDDPD\n",
      "KLSDKFIVR\n",
      "IVTAGHVDHGK\n",
      "HDHFLYTSNLDASNQKEVR\n",
      "ATSMVIGTQWGDEGKGK\n",
      "HLVKVEEV\n",
      "MPWLTPDTHQEEVEAARETVLR\n",
      "ILHPLPRVNEIAIDVDSSPK\n",
      "TINTAHVEYETEKR\n",
      "TYKDREELRK\n",
      "TFDEQVVR\n",
      "TAADLEHEKEIAR\n",
      "VAIKNWQK\n",
      "PLASGQQQVKK\n",
      "LISETGEQLGIVTSK\n",
      "STKPIHVFSEIGK\n",
      "TTIDFTAEVEK\n",
      "FAISSENLAK\n",
      "TEQFFDKELAAR\n",
      "GPTTPEGDEVLNR\n",
      "SNIYDSANELSR\n",
      "FIPLMLGGDR\n",
      "AKLVDKYAEK\n",
      "SELTTIARPYAK\n",
      "VGLLSVHLFR\n",
      "NLLIMGLPGAGK\n",
      "ALEVIMPK\n",
      "AAEQLGEIVIAPR\n",
      "PITSLEIKDK\n",
      "SLNIETTQGLER\n",
      "FVGAHGNSIR\n",
      "TQEYIIALDQGTTSSR\n",
      "AENQYYGTGR\n",
      "AYYPAEPFR\n",
      "PACATGIKR\n",
      "TSDKFIVR\n",
      "ANSPVMTVEVLR\n",
      "TFSFDTAAAQGAVIK\n",
      "AVAQYYGTGR\n",
      "SNLQQVIEAAFEK\n",
      "ELKEFFKK\n",
      "YLIKHDGK\n",
      "STLNALGMIETK\n",
      "SVADLGIVGDLHK\n",
      "CTGVIVGK\n",
      "KRKQNRKNELSEK\n",
      "PAVYEIIK\n",
      "AEQSIMNVEVLR\n",
      "SFEVLDQLENK\n",
      "AFIIKPLVTEK\n",
      "MHASTSPFYPLFAALDVNAK\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "AGTAQGVQTQDIIK\n",
      "SETPVTENAYGASSIK\n",
      "STHPIHVFSEIGK\n",
      "CGIVGYFGK\n",
      "HDHFLYTSNLDASNQK\n",
      "LTDPIADMLTR\n",
      "ANFAIVGATGVVGTK\n",
      "AYSPSYGKPLSVPQGVIGLFTR\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "KVELKDKER\n",
      "PFLMPIEDVFTITGR\n",
      "MIYENVLDLIGNTPVVK\n",
      "ANNEDLIFLHCLPAFHDTNTVYGK\n",
      "TVLDAALLHDVIASHD\n",
      "GLFDKLFGSK\n",
      "AISSFNIGSR\n",
      "GGHAVFLDAR\n",
      "HPTAGVTAIGCR\n",
      "ELADLVGRDGEVLEALQELTR\n",
      "ANISVFNIEGK\n",
      "QADKYKVPR\n",
      "AEQLTDQALVER\n",
      "VGEVVSTHVIPR\n",
      "PDGLASALAK\n",
      "KVTIINETGLHAR\n",
      "PEYNIALGQR\n",
      "PTLSQLVK\n",
      "ADNIDIVFLKPTK\n",
      "TLLALENVTK\n",
      "PGVIHVSAR\n",
      "SLEILDQLEEK\n",
      "ETAVGDEGGFAPR\n",
      "DGTLVLQPK\n",
      "SEQNQQPEVAAEEQQEAVLQIQR\n",
      "FYDAENIK\n",
      "VLSAGQAQGVGR\n",
      "SNALGMIETK\n",
      "VGIGGATFPTHVK\n",
      "PAVYELLKEPQR\n",
      "SNVIVKENESLDSALRR\n",
      "TGKPLSYGGSQGR\n",
      "TDVVVIGGGSTGAGVVR\n",
      "ANVFEMAQAQVK\n",
      "YAAAGAEYR\n",
      "LHASTSPFYPLFAALDVNAK\n",
      "FEESFGYLIKPFVR\n",
      "GIDKQEIKR\n",
      "LPDKKLER\n",
      "QQQMGRPGGGGK\n",
      "APGHADYVK\n",
      "LVAKPGLDGHDR\n",
      "SNYAIILAAGK\n",
      "LYSKEELRK\n",
      "PNPTNQKPAR\n",
      "PLTEDVVKPDQALFDSLCNQFK\n",
      "PIEWFLALYGGK\n",
      "SEPVTGYIHSTESFGSVDGPGIR\n",
      "DSGSHRDITQHLSQAISMYSPGR\n",
      "SDVFHLNLTK\n",
      "AVTQAQVAQLYVALFNR\n",
      "PTISQLVK\n",
      "ATIQWFPGHMSK\n",
      "SSLDNLTAK\n",
      "PITSLEIK\n",
      "YEIKDNKK\n",
      "GPITPEADEVLYKK\n",
      "YAQGTAAVLR\n",
      "AVIEQVIAR\n",
      "TASDLEHEKEIAR\n",
      "DPKDPEKLIDR\n",
      "AYLISEEAQDLLKDVK\n",
      "GGAIALGHPVGASGNR\n",
      "LVDKYAEKR\n",
      "WRIYIYMNNKNK\n",
      "SVIEINHPLIEHK\n",
      "TIPKLPDK\n",
      "TDINTVLAELKR\n",
      "SSLKDIER\n",
      "YFKDNKVEVK\n",
      "IIHKYEENTLNLDNCGTK\n",
      "PYLNPNAALLTLSYLGAER\n",
      "TIATFNVENLMR\n",
      "SWSFDNTKPIYLQIMEK\n",
      "ANVYDVLKER\n",
      "PLASGQQQVK\n",
      "ALNLQDKQAIVAEVNEAAK\n",
      "FSPLSVNFNSGGCIHAELFSEYR\n",
      "EDVALAFYHSQK\n",
      "KGMEPELLTEFLEGK\n",
      "LEEISSGTLLVAGMHITD\n",
      "WHPKDAIR\n",
      "SEQLHSINEVLQDLK\n",
      "NHRNVWDDPK\n",
      "YLLGTSFAR\n",
      "GIVRPVNIPLNDAETQK\n",
      "LFYEQPQIDFR\n",
      "VSMYEYAR\n",
      "FNPFIPLMLGGDR\n",
      "LADKYNLK\n",
      "EIDRLRDDLDLVTLK\n",
      "LLNDNFEDGEEVTLETLFNK\n",
      "ASAEQYSYPAPQAATPAYQTSYATSAPR\n",
      "YDNKYLEKVLK\n",
      "SELQTMQDALDIVK\n",
      "ANDKFEIK\n",
      "VMTDPIADFLTR\n",
      "PVQIAADAAEAALR\n",
      "EPEPAPLPDMPAAPD\n",
      "YIANSGYTNVCR\n",
      "TKPIILTGDRPTGK\n",
      "ELDKAVSK\n",
      "PILEPVGGHAVFLDAR\n",
      "ETTLKSSEQKKVNK\n",
      "KPGSINPHTK\n",
      "VLFSHLGR\n",
      "VTIINETGLHAR\n",
      "EWEFLLGAGPGWDGGTVPAV\n",
      "AITAITSVQEFDEK\n",
      "LTAAITTVLAR\n",
      "MVDYLANNAYDPHYGAR\n",
      "SVSFENKETNR\n",
      "GFEESFGYLIKPFVR\n",
      "PVVIKPNK\n",
      "ATITAALVK\n",
      "THSVFQGR\n",
      "WMAPAYEGTGVIAGSASR\n",
      "YVNAAHIYAVER\n",
      "SFLDSLFNMADKK\n",
      "AIAGFQALTALSTTEDPTR\n",
      "SYFSENEIAAAMTVK\n",
      "ANIQYYDVILKPVITEK\n",
      "AALQADGVEFPIHLDLPVAQTAK\n",
      "PIIFPLSNPTK\n",
      "ANANALGMVETK\n",
      "PLTWEEFEER\n",
      "TTEHIEELNDQQIIR\n",
      "AEYQNLASQEEAR\n",
      "NSSLASATPR\n",
      "SFLDGYFR\n",
      "EYHVIAETGIHAR\n",
      "PALGVGAGNVPAYVEK\n",
      "FVVKDYAK\n",
      "SSVLEQLKENYIFAVIR\n",
      "ASKDFHIVAETGIHAR\n",
      "RNNHFWYREAMKKLPK\n",
      "GPGANPMHGR\n",
      "SITQTNRPK\n",
      "SLANIDEANENAVR\n",
      "APSKDLFK\n",
      "TADLLLTHFNQVFCPK\n",
      "TIPKLPDKK\n",
      "MASKDFHIVAETGIHAR\n",
      "FVLQGVYDSGK\n",
      "TVKKTMSR\n",
      "FSGADALGPLIQGLAK\n",
      "ELFKDEVR\n",
      "TKPIVFSGVQPSGELTIGNYLGALR\n",
      "LINAMNPSTYLK\n",
      "IINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PATAFTQLAAK\n",
      "VLAKPGSVSPHTSFK\n",
      "PIEVGGSLGR\n",
      "SNLQQIIEAAFEK\n",
      "CVVADDVAHESR\n",
      "SAAALPAAVAGQTLPSLAPMLEK\n",
      "PAQSISAVGHGK\n",
      "TINTAHIEYETANR\n",
      "YSDKVVTK\n",
      "EGFIELTMVTDLNSVDQYK\n",
      "FYPLFAALDVNAK\n",
      "FHPSAQQSSAHAAQIVR\n",
      "ANITTSLFQEMVQAASTR\n",
      "EIPVPIDEN\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "PTVATYNQSGVK\n",
      "AIADSVEDAMTELGLEPR\n",
      "ALTAGIVGLPNVGK\n",
      "GLINYIHEK\n",
      "AIFEDVRDVVVEQLSVAPDAVK\n",
      "FNYYGAPDAER\n",
      "DFHIVAETGIHAR\n",
      "YAAVYEIIR\n",
      "PLVTTTEMFKK\n",
      "SKPHVNIGTIGHVDHG\n",
      "YEVNQVKNPSR\n",
      "PGSIHPHTNFK\n",
      "AGHDVQYGK\n",
      "PGLLEVFDNYK\n",
      "ATINQLVR\n",
      "DIIRDEAH\n",
      "ANANALGMVETR\n",
      "LSDKFIVR\n",
      "LVSSPSFVACSVPAYLK\n",
      "PAIFFDTVRR\n",
      "PGSVSPHTSFK\n",
      "AVITAALVK\n",
      "HTPFFSGYRPQF\n",
      "PIIHVELVEGR\n",
      "KQLDEGLAGDNVGVLL\n",
      "LAESVSMHR\n",
      "LIEKDFGK\n",
      "VEYVEKPVIVYR\n",
      "SIASDKIVK\n",
      "PATLLVQTASK\n",
      "VGLISVHLFR\n",
      "ALIYDNRPYK\n",
      "LAAVNSGAAGIGK\n",
      "PIEGHKPAAAILR\n",
      "ALVNQGIAQELGIIEIPQLHEK\n",
      "FVAKPETVKR\n",
      "FYNFGNLGSSK\n",
      "VPILDEVVEEDPNKK\n",
      "GDIMTPIPFDR\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "SILVCGGAGYIGSHVVK\n",
      "ASKDFHVVAETGIHAR\n",
      "LLLPVEDVFSITGR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "IVPTHQGR\n",
      "AQVTAQLVK\n",
      "KFFEDSLGLHPELYK\n",
      "PAGNQADIVK\n",
      "KFINKDPHK\n",
      "PLADKVAEQK\n",
      "SNIYDTANQLER\n",
      "SDLSDAILNQAVLELQER\n",
      "FMAINPEFFGDPAEIKK\n",
      "DENIAFINAGYLFQNHPDR\n",
      "AYSPSYGKPLSVPQGAIGLFTR\n",
      "PILDEVVEEDPNKK\n",
      "SDIMYPVSFGNLMNHIMTEYK\n",
      "PAQNISAVGHGK\n",
      "PATILVQTASK\n",
      "TFSFDAAAAQGAVIK\n",
      "AVQMEYEK\n",
      "VSKDKFESK\n",
      "GLFSGLLGNASQK\n",
      "SETPAPRFPEAEPYFVGDERTNR\n",
      "IVPNSTGAAK\n",
      "FVTHHNALNLDLFLR\n",
      "KWIEKHGGF\n",
      "DQPLYQKIFNDLK\n",
      "ASVTITGVTK\n",
      "YATVAIADKK\n",
      "IALHGVAGYAAVGAD\n",
      "ATFYVPAVNLIGK\n",
      "IPEPERDTDKPFMMPVEDVFSITGR\n",
      "ATGWQQENGTWVYYNR\n",
      "SAIELVYAR\n",
      "WHRDEYKK\n",
      "VMSVADVFADAINR\n",
      "ADNSNVDIVFLKPSK\n",
      "SDAFTDVAK\n",
      "GLLDDVTGK\n",
      "TELNTVKPDESGK\n",
      "YVVDATDVPLGR\n",
      "MSASNQTPSSR\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_781ns.csv\n",
      "Retrieving GO terms for sample: 737ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "AAFALNVPAESIR\n",
      "NVPLAVSFYDTAK\n",
      "AEIGVLEGYK\n",
      "TVSAPAEMLGADR\n",
      "YLLNVPVPR\n",
      "APQENTFYAGVK\n",
      "HVIPRPHTDTEK\n",
      "VGELVSVHVIPR\n",
      "GLESVPAGK\n",
      "DLGLDVPAR\n",
      "EPTVTPPGFFK\n",
      "STTNELLYYIPAGQYGK\n",
      "LLDQGQAGDNIGVLL\n",
      "SIGAGTTGTALFERNR\n",
      "PEQNYGAQNIQVLEGLDAVR\n",
      "SQWITEEQTPHLR\n",
      "AHNDAVGPFK\n",
      "IGENVDIAPNVYIGHNVVIGNNVK\n",
      "EYYKEQDKEQAK\n",
      "SSGLYSTEKR\n",
      "RGFESMRKLVINGGK\n",
      "VGLLSVHLYRPF\n",
      "QNEQVYNELSQR\n",
      "SNIYDLANELSR\n",
      "IANSGYTNVCR\n",
      "HNDAVGPFK\n",
      "PGTITPHTK\n",
      "SEFTFEIEEK\n",
      "SLTNEQIIEAIASK\n",
      "ALNIENIVAELK\n",
      "VDYKEYAK\n",
      "PTFNQLVR\n",
      "AMNNILGLFAHSPLKPLQK\n",
      "MIEPEVAFYELK\n",
      "SIQASVEEILEDIKK\n",
      "ITPYSSLEDIR\n",
      "SLQNIIETAFEQR\n",
      "PALGVGAGNSPAYIER\n",
      "FFDSAYSFGIIR\n",
      "SVPAYLHQYDMTSGIK\n",
      "SLGALYVVSGPSGAGK\n",
      "LVSENIQTR\n",
      "RSTIFPNFIGLT\n",
      "TFSFDTAAAQGAIIK\n",
      "ALESGVIAGYPLVDVK\n",
      "SNQIIHTSDAAFEKDVLK\n",
      "DKANENKQAADTK\n",
      "LLTEYGFPGDDIPVIR\n",
      "NLFKDEVR\n",
      "SNTEHTLENAENTR\n",
      "EEVVAQEAVAQQEVMTTEQIASSK\n",
      "NGISGALVNYNR\n",
      "SQEYLDFELPIAELEAK\n",
      "FYEFFGENVFR\n",
      "STAFTGFVLLNEAK\n",
      "HTPFFNNYRPQFYF\n",
      "YASIDAAPEER\n",
      "VLAAVGDGEGK\n",
      "KAPSTPWGK\n",
      "IAHDISAFSFVAMAQAAR\n",
      "IDAPGHADYVK\n",
      "FVYSPLHGVAARPVE\n",
      "KADKLETK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "VGFINVHLFRPFATD\n",
      "FPEEYHAPELAGK\n",
      "PLMLTFFITIGLSADFKSLQKGGK\n",
      "FVNVVDMVGR\n",
      "VTPAWRPNGSVDVQYR\n",
      "GIGGEYGAVTGR\n",
      "AENQNYGTGR\n",
      "SMQDPIADMLTR\n",
      "VAAVTDATFAEETK\n",
      "LVDKYAEK\n",
      "IELAESEEK\n",
      "TIEILVPDLPESVADATVATWHKK\n",
      "TPVMPQYVISQSPH\n",
      "VAEDRPMYIDIHAAEEIVR\n",
      "TPMTPQAKVAEAITR\n",
      "LLAANLGMTPNNDGR\n",
      "SYEAQNITVLEGLEAVR\n",
      "PGMIIGQGGK\n",
      "LTGEQTIGVFTGK\n",
      "LLTSTGETLTGK\n",
      "SEQNNPATEEQDESNRPLTPEEQR\n",
      "THIIVATHGK\n",
      "PTPAFISIEGSNQGK\n",
      "THVINLDGEHLTLEDVIAVAR\n",
      "GIDKTEIKR\n",
      "LSEGFSVRPYAAL\n",
      "ATFNLIIVSAER\n",
      "TTEHIEELNDQQLIR\n",
      "DVNVLVFDTEIYSNTGGQSSK\n",
      "PIAESLEAHEDVK\n",
      "SISIKPLEDR\n",
      "PMAAILNNLAHTTIAILSEK\n",
      "VGELLSVHVIPR\n",
      "VLGKEPTK\n",
      "AASTMEIGQYEEVPPNIAQEIIEKR\n",
      "SRDQLVGQQVPNVTFHT\n",
      "NGMPLADYVASKGLTK\n",
      "SAGSDYNQR\n",
      "FIEKEELKK\n",
      "SIFTMGIDVGSTASK\n",
      "TNNAIPQVK\n",
      "SIITDVYAR\n",
      "VGLISVHLFRPFS\n",
      "IVYSPLHGVAAR\n",
      "PNGSVDVQYR\n",
      "FVAEVFTGSPGK\n",
      "VGLISVHLFRPF\n",
      "IALLFYFDGEKR\n",
      "ILPGVNCGACGYPGCSGYASGVALEGAK\n",
      "AGYVVVGTQWGDEGK\n",
      "TLVIAQGADAK\n",
      "SITMVSSAK\n",
      "ALAQNEQVYNELSQR\n",
      "TDSIHSSITPVNIEEELK\n",
      "DALGLDPAVYELLKEPQR\n",
      "VGSRLLLLGAPR\n",
      "AGFTFEELEAAK\n",
      "MIGNSSSK\n",
      "DFHVVAETGIHAR\n",
      "PGPLAAHK\n",
      "VVLPHGTGK\n",
      "LPAGFSAELNLYSDYTR\n",
      "FNHPQEVTPEAK\n",
      "EAEAHQGPSIIIAY\n",
      "HTPFFSGYR\n",
      "AYISSLDILETEIAIKK\n",
      "GIEHLPEDEIVEEQK\n",
      "KLVSENIQTR\n",
      "PLFEFHGACPGCGETPYIK\n",
      "PFITDVLAR\n",
      "SVQEVMDLAGVAHLAAIK\n",
      "AYTSSLDILETEIAIKK\n",
      "ATYTTSDFKPGLK\n",
      "GENINLEIPLSAFAQQAAQPAPAAAVVEGK\n",
      "LLTEYGFPGDEIPVIR\n",
      "IVIFGAGLGK\n",
      "PDPIEFTDEIVGVVEYR\n",
      "PGQSHSLK\n",
      "KNNIRTIADNTFMTPIYQK\n",
      "NDAVPGINKPGPVDIPEPPID\n",
      "SLIDILFGK\n",
      "TTFLGNPVTFTGK\n",
      "ANVTLFDQTGK\n",
      "HNVWLEPVKDAK\n",
      "ASIQYYDVILKPLVTEK\n",
      "ELLPLLEQTVQMSK\n",
      "LSEGFSIRPY\n",
      "ATTNATAPK\n",
      "IVPNTTGAAK\n",
      "ILHAVQEISTLGIAYPILLGR\n",
      "TAIPDQEEPGELSREQK\n",
      "AAVTAAMVK\n",
      "AQYSANFNQAK\n",
      "IVPAGAPSFK\n",
      "IIARPYVGEPGNFT\n",
      "GVLQNVGLELLGK\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "VLLSGGDALLVSDK\n",
      "PGGIVTDR\n",
      "VLIFPTLSAGNIGYK\n",
      "NPVAAVVTLGVAVLPSLYAWFNILANWD\n",
      "FPTNICLISGPS\n",
      "SNIYDLANELNR\n",
      "PIFSVADLGIVGDLHK\n",
      "TTAAIDLGAHPEYLGANDIQLGKK\n",
      "SSGLYSTEK\n",
      "HTPFFSGYRPQ\n",
      "TNQLDSLR\n",
      "CAVQWPNVR\n",
      "PFITHHNTLNIDLFLR\n",
      "VEKPVIVYR\n",
      "AVLLTAEELRSPVILGVSEGAGK\n",
      "PTINQLVR\n",
      "LEEKDYVK\n",
      "AVVVASDNKK\n",
      "FVATTGGK\n",
      "EQCKEYDK\n",
      "SSAFTGFVLLNEAK\n",
      "PLIHVELVEGR\n",
      "SNLYDTANQLER\n",
      "AYLISEEAQDLLK\n",
      "VSKDDEESGMIK\n",
      "GAWTAQLGWIATVR\n",
      "PISAIENLTATTLR\n",
      "VIDETGIHAR\n",
      "LFYGLGADGTVGANK\n",
      "PTFVACSVPAYLHQYDMTSGIK\n",
      "PIETWTFDDIEIDPAK\n",
      "SLVPVVVEQTNR\n",
      "PAIFFDTVR\n",
      "PGSITPHTDFESEVYVLSK\n",
      "ANLCEVCGK\n",
      "YSHPVIIDEIPGITFSVEK\n",
      "PFIPETIDGKPWESYPTEK\n",
      "MMVAGDHANNDMAGNEPDSHK\n",
      "PTLLYSLITNVR\n",
      "YKPFNYYGAPDAER\n",
      "ALIQLTTEELR\n",
      "ALNIEQIIADIK\n",
      "VMTDPIADMLTR\n",
      "LWLDEEYNK\n",
      "NTIIGAEEVFTGR\n",
      "EKEEKQDKEEKQDK\n",
      "AGVPILEPVGGHAVFLDAR\n",
      "PVWAPVTK\n",
      "GNVEGWVSVVR\n",
      "PIWGLIHQQKPYQK\n",
      "FAVLLEEEVR\n",
      "GLFDFVSDIGKK\n",
      "SPVDYIIVNHVEPDHSGSIK\n",
      "SAAVAEAAPVAVEAK\n",
      "LLLRHTRHA\n",
      "VQASTLGPK\n",
      "FQEFMIVPAGAPTFK\n",
      "MVDAFTPIWALKK\n",
      "TIIGNEEVFTGR\n",
      "ISAFIVEANTPGFSIGKK\n",
      "PLSYGGSQGR\n",
      "EHNDANILALGSGIVGQ\n",
      "VGIFFGTTGGK\n",
      "GAFYQALRSEK\n",
      "GLYAEGDLGLSR\n",
      "YGAELILTDGTK\n",
      "ATNYIFVTGGVVSSLGK\n",
      "ADYTNYTK\n",
      "STFYVPAINLIGK\n",
      "TYKDREELRK\n",
      "PANIDEVIVGNVLSAGQAQGVGR\n",
      "SNEIYSNPLCER\n",
      "VVGGGNSGQAGAIR\n",
      "PIEGHKPAAALLR\n",
      "ELDLPYEVILK\n",
      "ELSLAPVAPALSER\n",
      "DINVLVFDTEVYSNTGGQSSK\n",
      "FEGVPSNSFDGR\n",
      "TAEFFNQVTLDDTEAK\n",
      "TAGCGGCCPTPSDFVK\n",
      "KGSAAAHYVLGGPQGNNTNAF\n",
      "SELTTIARPYAK\n",
      "AQGFYELK\n",
      "SNFVPQNSYSK\n",
      "VGLLSVHLFR\n",
      "LTDLGIVAK\n",
      "SATAVTPVSESLFK\n",
      "YATNIITCFAR\n",
      "SLNIETTQGLER\n",
      "FVGAHGNSIR\n",
      "PVITLPDGSQR\n",
      "IAAGALDEAINYAK\n",
      "TVGIVDDVTHTSLEVGPALALADPSTK\n",
      "AEEQDIKQETVEETEDTTNVEEPTVEK\n",
      "AYYPAEPFR\n",
      "PSQVVVHIHTGK\n",
      "LNSTFANINLETTR\n",
      "SNNIPAELK\n",
      "PIIFPISNPTK\n",
      "TSDKFIVR\n",
      "SEASAQAVAMLGR\n",
      "QEAVAQQEVMTTEQIASSK\n",
      "ANSPVMTVEVLR\n",
      "FIENIKAEQSPNLIGEFQFFGHK\n",
      "AQNEQVYNELSQR\n",
      "MRFEDYPAEPF\n",
      "AVAQYYGTGR\n",
      "TNSVFQGR\n",
      "SNLQQVIEAAFEK\n",
      "ILDLIGNTPVVK\n",
      "STLNALGMIETK\n",
      "MAINPEFFGDPAEIKK\n",
      "AMNSILGLFAQSPLKPLQK\n",
      "LESPDEIFVPLLQH\n",
      "SGSNTNAVEVLLEGLEK\n",
      "SNNLPYSLDAAR\n",
      "SFEVLDQLENK\n",
      "NDPVIGLD\n",
      "TTSVFQGR\n",
      "AFIIKPLVTEK\n",
      "PYSTLTEFIQHSK\n",
      "ELVYKPVEQPVEAPNPNLK\n",
      "MAPAYEGTGVIAGSASR\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "TSVPIYQGAGAK\n",
      "AGTAQGVQTQDIIK\n",
      "SETPVTENAYGASSIK\n",
      "DMQELDMTIPR\n",
      "STHPIHVFSEIGK\n",
      "HDHFLYTSNLDASNQK\n",
      "TDAIKDLVK\n",
      "LTDPIADMLTR\n",
      "PVANVSNNNANTASAK\n",
      "AVINFEIFK\n",
      "GFLEVETPIMHPILGGAAAK\n",
      "AISEAEAYPGPSLIIAYAPCIAHGIK\n",
      "TKGEAGTGDVVQAVSH\n",
      "IILRPQEISNNPGIA\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "TSGYAVPTFVVDAPGGGGK\n",
      "SQFDVVVIGAGPGGYVAAIR\n",
      "TVQIMYGEELGIPR\n",
      "VLEIYNALRPY\n",
      "LDWFSLQVR\n",
      "TIEILVPDLPESVADATVATWHK\n",
      "HGNIVEILEYAIEHNK\n",
      "NAMKENTR\n",
      "QADKYKVPR\n",
      "EYVEKPVIVYR\n",
      "TLPGGDFDRINR\n",
      "PINIYEVHLGSWK\n",
      "SNTILQHLPK\n",
      "PTLSQLVK\n",
      "ADNIDIVFLKPTK\n",
      "GLTVADLQELRK\n",
      "PGVIHVSAR\n",
      "VAADFGQEVADKVR\n",
      "SAVDGVQPQSETVWR\n",
      "SLEILDQLEEK\n",
      "YVGIGNAQFDCPGHQGGQFYR\n",
      "VLSAGQAQGVGR\n",
      "SNALGMIETK\n",
      "PAVYELLKEPQR\n",
      "PFVYWTSDLDTGFDDIDAQHK\n",
      "TGKPLSYGGSQGR\n",
      "SESFAQLFEESLK\n",
      "AMFATNSVQEVMDLAGVAHLAALK\n",
      "LLELNENDPGIFVTQSVHK\n",
      "FQVAYKPTDFVK\n",
      "LMPIEDVFTITGR\n",
      "GGAVAYLGNYFPLEDSR\n",
      "ANDKFELK\n",
      "QRELIKICK\n",
      "SYQDINAATIDR\n",
      "IIAQAMNEVGK\n",
      "LMDAAMADLTIITGQKPLL\n",
      "GLISYIEEK\n",
      "PTFGVDALPEALVK\n",
      "NIIQLGAQNVDVNVK\n",
      "VVFTGASVEEAIQEGLR\n",
      "PLTEDVVKPDQALFDSLCNQFK\n",
      "PMVFEIDKDLK\n",
      "PIEWFLALYGGK\n",
      "AVNIEDIKK\n",
      "EAGVPILEPVGGH\n",
      "SDVFHLNLTK\n",
      "CGYVHVGEEAPK\n",
      "PTISQLVK\n",
      "IIAIVPPK\n",
      "RMTLGDILK\n",
      "SQAQYAGTGR\n",
      "VGSYTDEAASNMIETSLENLK\n",
      "AIVEGNQGHEHVEPQSEEVNVEEGSVE\n",
      "AVIEQVIAR\n",
      "VTGGIGAGTVNIVNFDLTSAAR\n",
      "AIGIAHNLISACIDNHINSGNALGIDITK\n",
      "VAPAWRPNGSVDVQYR\n",
      "YVPTDENADKK\n",
      "SVIEINHPLIEHK\n",
      "TIPKLPDK\n",
      "STSEALGMIETK\n",
      "IVYPLQNVVTQK\n",
      "PAFVSFDAEK\n",
      "PYLNPNAALLTLSYLGAER\n",
      "AQVTATIASK\n",
      "YEYEELDK\n",
      "TAQIFEQVK\n",
      "TESFAQLFEESLK\n",
      "AILGVSIAVAR\n",
      "CLTEPGAGSDASAGR\n",
      "YLLGTSFAR\n",
      "PQFYSAEEAEELVR\n",
      "APQANTFYAGAK\n",
      "SGSAPSTPYTTNK\n",
      "VSMYEYAR\n",
      "FNPFIPLMLGGDR\n",
      "FIGITFGVYNGK\n",
      "TLNPLASGQQQVK\n",
      "ASAEQYSYPAPQAATPAYQTSYATSAPR\n",
      "TLEGGVSVPAEEKK\n",
      "HGNRDHRGQQAQSAPAAAAQDAAAPAVPAD\n",
      "TDSQVEAQAENNAEGVQK\n",
      "VMTDPIADFLTR\n",
      "TVEIVNETGLHTR\n",
      "SEIQQLSPNLLWK\n",
      "YIANSGYTNVCR\n",
      "PFLINEDELK\n",
      "MTTEPMTPADQR\n",
      "FVGASSITPNKK\n",
      "IKDVDKDR\n",
      "PILEPVGGHAVFLDAR\n",
      "FVYSPLHGVAAR\n",
      "AITAITSVQEFDEK\n",
      "GFLEVETPLMHPILGGAAAK\n",
      "MVDYLANNAYDPHYGAR\n",
      "AAIRPFLINEDELK\n",
      "ATITAALVK\n",
      "THSVFQGR\n",
      "FHQMEGLVVGK\n",
      "LAQNEQVYNELSQR\n",
      "VNVSLHTAK\n",
      "SMQDPLADMLTR\n",
      "TTALGEISDR\n",
      "EEVVTQAVPTNEQIALSR\n",
      "TTQLDSLR\n",
      "LVPILDEVVEEDPNKK\n",
      "FLEKEELKK\n",
      "ANIQYYDVILKPVITEK\n",
      "MTGAVLGPQDAYYIIR\n",
      "ATLTINTDEK\n",
      "PIIFPLSNPTK\n",
      "ANANALGMVETK\n",
      "YFPTFYYSLALR\n",
      "ATIRPILATEAEVAAAPEHFDTIPALGAK\n",
      "EYHVIAETGIHAR\n",
      "SFLDGYFR\n",
      "LISGNQISHSHR\n",
      "LPGEGVVTGYGTIDGR\n",
      "TNYAIILAAGK\n",
      "YNLKPLVEIVATGTGGVD\n",
      "LSGEQTIGVFTGK\n",
      "AALDLEYGR\n",
      "LNPLASGQQQVK\n",
      "AALGLEYGR\n",
      "VQKAVEKMKLNIK\n",
      "PAWRPNGSVDVQYR\n",
      "FSGADALGPLIQGLAK\n",
      "ELFKDEVR\n",
      "TKPIVFSGVQPSGELTIGNYLGALR\n",
      "IINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PATAFTQLAAK\n",
      "PATLLVQAASK\n",
      "PIEVGGSLGR\n",
      "ATEQLGEIVIAPR\n",
      "VGELISVHVIPR\n",
      "AIAYHGNIVEILEYAIEHNK\n",
      "MIHASTSPFYPMFASLDVNAR\n",
      "PAQSISAVGHGK\n",
      "PGSIKPHTK\n",
      "TEINETLLR\n",
      "YSDKVVTK\n",
      "FKDEIVPVVIPN\n",
      "MLPYDAQQAFIR\n",
      "YTNDQNTLDAPHKK\n",
      "NSVSGVAHFAAENEDDCIAQIR\n",
      "LIDAAMADLTIITGQKPLL\n",
      "PTVATYNQSGVK\n",
      "AFLPGSLVDTR\n",
      "ALTAGIVGLPNVGK\n",
      "PAFEEATGIK\n",
      "TTEHFEELNDQQIIR\n",
      "MAATSSPAQDEPYK\n",
      "FNYYGAPDAER\n",
      "DFHIVAETGIHAR\n",
      "PLVTTTEMFKK\n",
      "PAETAQEAVQWTYFGYLGAIK\n",
      "PGSIHPHTNFK\n",
      "ATINQLVR\n",
      "PMAAILNNLSHTTIAILSEK\n",
      "VSTVGTADTDTGAAGGAGR\n",
      "YELYLEPTLQVSYKPTDFVK\n",
      "VNVFRKCR\n",
      "AVITAALVK\n",
      "HTPFFSGYRPQF\n",
      "ATISIFGK\n",
      "PIIHVELVEGR\n",
      "KQLDEGLAGDNVGVLL\n",
      "PFVTHHNALNLDLFLR\n",
      "RIVKIFNK\n",
      "PATLLVQTASK\n",
      "PYITDVYAR\n",
      "YAAVAVAK\n",
      "PVNIYEVHAGSWK\n",
      "PIEGHKPAAAILR\n",
      "LVVVYEGMPSYGGLAGR\n",
      "PAPFLIHQESDVIVR\n",
      "ALIYDNRPYK\n",
      "IMELMDSVDSYIPTPER\n",
      "AQVDAGNMPHD\n",
      "ATINYIAVVR\n",
      "TTPAQILAVFENLKK\n",
      "FVAKPETVKR\n",
      "AVDAGAAAAER\n",
      "DTLTFTDTLGDGMSFDSD\n",
      "HTPFFANYRPQ\n",
      "FIDTPGAYPGLEAEK\n",
      "PFVTHHNALDIPLFMR\n",
      "ALAADPPLILMDEPFGALD\n",
      "IVEANTPGFSIGK\n",
      "PETIDGKPWESYPTEK\n",
      "VPILDEVVEEDPNKK\n",
      "VGLISVHLYRPF\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "LSEGFSVRPY\n",
      "YAAVYEILR\n",
      "SLPGAFTPTCSSSHLPR\n",
      "SILVCGGAGYIGSHVVK\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "LPFGDAISDIAPDPCR\n",
      "IGVIASVDEVDAIGHR\n",
      "PHSEVELILPK\n",
      "PAGNQADIVK\n",
      "AELATIARPYAK\n",
      "IAGEGTYMSR\n",
      "FMAINPEFFGDPAEIKK\n",
      "ILPGDDEVAAHFHVAR\n",
      "PILDEVVEEDPNKK\n",
      "SDLLITHVDVLTDEGVLK\n",
      "PAQNISAVGHGK\n",
      "SEIQQFSQHDIEVLNEETVYK\n",
      "QLVSHGHFILNGR\n",
      "PATILVQTASK\n",
      "AVLNVYNLAGDQTGTLEVNDAVFGIEPNK\n",
      "SNEAYAGTIR\n",
      "TDINPIIADR\n",
      "GLFSGLLGNASQK\n",
      "KLLDQGQAGDNIGVLL\n",
      "VLFFVDNIYR\n",
      "LELPTPGLVTVLAEANQPR\n",
      "ASVTITGVTK\n",
      "YATVAIADKK\n",
      "PATILVQAASK\n",
      "WVSGGELAGAVSR\n",
      "SIHIAAQQGEIADK\n",
      "EMVYKPVEQPVEAPNPNLK\n",
      "GTGAGRKGTARREETEADEELSR\n",
      "SYSKDEKENK\n",
      "SEQEQQQPIFNVER\n",
      "VEVPLFHEQNKR\n",
      "SIDYTPGPLLDAAR\n",
      "MLPTFQVAYKPTDFVK\n",
      "EMASYTAR\n",
      "GIFDEVTGK\n",
      "LSAQALSIFGDHQDIYAAR\n",
      "SNANALGMVETK\n",
      "WHRDEYKK\n",
      "PLGGATEVLGGHK\n",
      "ADNSNVDIVFLKPSK\n",
      "SDAFTDVAK\n",
      "GLLDDVTGK\n",
      "MSASNQTPSSR\n",
      "SELLFNELPRPTFR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_737ns.csv\n",
      "Retrieving GO terms for sample: 760ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "FASSLDQIGPVTR\n",
      "NVPLAVSFYDTAK\n",
      "AEIGVLEGYK\n",
      "TNTLQFIEDYR\n",
      "DLNEAIADIDAK\n",
      "TNLSTDLHDVEK\n",
      "IGFPEADDARLR\n",
      "GAANIVPNSTGAAK\n",
      "TQSLIIDPNEVR\n",
      "PSVKPICEYCK\n",
      "ANPVDVLTYSTWK\n",
      "SFDVELTSAGDKK\n",
      "NSDALGMVETK\n",
      "AVTMEYEK\n",
      "VWAGIANETGLAK\n",
      "YTEKDVLR\n",
      "HASNVGISANVEK\n",
      "AAIMIGYLGNFTK\n",
      "PVLVNFTK\n",
      "LIVTHEMGFAR\n",
      "PNANAIANVFK\n",
      "SNFASAFTPISVTTAK\n",
      "SIVIGADAAGLR\n",
      "KEYHVIAETGIHAR\n",
      "FVGHTIAVHDGR\n",
      "STTNELLYYIPAGQYGK\n",
      "VETYNQNSNPNMR\n",
      "TSVVVVGTQWGDEGK\n",
      "SILNALLGEDR\n",
      "MANPNTIER\n",
      "ILVQYVEYITNIR\n",
      "FYWTEEEVNER\n",
      "AIGVAHPVSILVDTFGTGR\n",
      "SQEFINPSDGVIR\n",
      "VVNIEQTFAK\n",
      "SQWITEEQTPHLR\n",
      "FLFVGPTGVGK\n",
      "AVQMEYEKDVK\n",
      "FWNAHNNVLEEVAK\n",
      "VTPEEFAFYR\n",
      "SENPQGAIVEK\n",
      "DGYNGSIRLK\n",
      "SNIYDLANELSR\n",
      "ISLSGNTESFVR\n",
      "PGTITPHTK\n",
      "DGETIVVTTTK\n",
      "CGIVGVVGNR\n",
      "ALEATLAAITGSLK\n",
      "VIPHVVFGGK\n",
      "SKEVPNGVVVQ\n",
      "SLTNEQIIEAIASK\n",
      "IMQLEHISK\n",
      "PLLEALSEADNVLR\n",
      "TISPVHTTESFLK\n",
      "ALNIENIVAELK\n",
      "FLLTPAETLTK\n",
      "PSTDAAEVLGNISR\n",
      "VESFHDQYEYKQR\n",
      "AEAKPETKPVAK\n",
      "AAANHPIEPVGAELR\n",
      "ILSTSEGLLTDK\n",
      "NAPIIDTTYNHIYTTDAK\n",
      "VLSDIEIANSVQMKPIK\n",
      "LVLTDGSLGMK\n",
      "PLIQSLTEGQLR\n",
      "VLFTGSTVEEAIQK\n",
      "PLEDVEIETPITK\n",
      "LFSSILSQGGTSNK\n",
      "AAANDAVVLFVGTK\n",
      "IAELFSSILSQGGTSNK\n",
      "PGFEELSK\n",
      "SMFLDTAK\n",
      "PAEEEATNAVIEK\n",
      "ILFGGIDYIQNTSVGR\n",
      "IGFDCASSEFYDKER\n",
      "HIALDTAEEASKGDAK\n",
      "PTYQPSGGDSTK\n",
      "PSQANPQGGIVTK\n",
      "TVIGDALSNIFR\n",
      "SVSFENTATNR\n",
      "LAGDGSYTLEDR\n",
      "VIYPANAFK\n",
      "AHPIQLPIGAEDDFR\n",
      "FAGDTGTVSNR\n",
      "TDTLIHGLYR\n",
      "PHVPGTTPVGPDGTTPLTPK\n",
      "TYHFQNPSDGVVKR\n",
      "PVNIPLNDAEQQK\n",
      "VPSGASTGEHEAVELR\n",
      "YEMKGEGR\n",
      "TLDADGIEDLLQR\n",
      "GVPSTDAAEVLGNISR\n",
      "LNQVVSDLYTAR\n",
      "NLFKDEVR\n",
      "PSENNAHPHTSQTGR\n",
      "LVQEPSEFEHEEVEELAR\n",
      "YTREKGNSK\n",
      "TTGILFFSPEISK\n",
      "YVPLAEMFGYATVLR\n",
      "YASIDAAPEER\n",
      "NTNNLEWTQAILR\n",
      "AAENIVPNSTGAAK\n",
      "DSLIPSPEPLVPEIEVGKR\n",
      "LILFETPQDALR\n",
      "VLADPIYNSK\n",
      "VVGSATNQPVGR\n",
      "THAAQQPEVLDISGLI\n",
      "TQQILGGFPTR\n",
      "VLNIINSFNVGDAK\n",
      "KAPSTPWGK\n",
      "LADGAQPSDTVR\n",
      "KAMLGSNPIAW\n",
      "LNSIDVLSGLDTVK\n",
      "FPGLGAVK\n",
      "SAISGHEAPVR\n",
      "RNVLKSSMK\n",
      "LVDGAPGVIK\n",
      "VVLKVEEK\n",
      "SFSFDSASVQGAVIK\n",
      "IAHDISAFSFVAMAQAAR\n",
      "DSLIPSPEPLVPEIEVGK\n",
      "IDAPGHADYVK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "VSMAELAEIR\n",
      "VAAAGAADAGAAK\n",
      "MIVPAGAPSFK\n",
      "EWWRNQSRK\n",
      "TNIYDLANELER\n",
      "LHDYGLSHGR\n",
      "FTAEYVDIR\n",
      "SDFQMDTER\n",
      "ALELLTPFTK\n",
      "VVVGDHNGR\n",
      "PAAWIAEQAGFK\n",
      "LVACEPSWITNR\n",
      "TPEEFAQYR\n",
      "LTEAPSSTDDMFEIAER\n",
      "MDTPKPPPK\n",
      "DPVMLAHLLK\n",
      "YFGDYVPEAPATMFK\n",
      "PLVTTTEMFK\n",
      "SQGNLYILSAPSGAGK\n",
      "AHITFDYSK\n",
      "GAAADVATFTNQNSLPK\n",
      "GTFLHSAR\n",
      "SVFYVPSVNLIGK\n",
      "SMQDPIADMLTR\n",
      "VAAVTDATFAEETK\n",
      "AVETGTPFIFFR\n",
      "ADVVTTSVNNGDQLSK\n",
      "FEANPSEELFR\n",
      "LVSDGFTQPNGQK\n",
      "LINLDFADVK\n",
      "PVLINFENTDPHEAAR\n",
      "SVTGEEVTAEDLGGAMAHNSVSGVAH\n",
      "ASAINGTSSLSDDPADQEK\n",
      "HQATSFER\n",
      "FLLTTAEEAGIK\n",
      "FLNTDPYSINSPETSGR\n",
      "FLPSLTLGCGSYGR\n",
      "WGAINFDLGK\n",
      "SNDGSVSGIAIGDYS\n",
      "PDSHVDESSPK\n",
      "THIIVATHGK\n",
      "AALYDHSLSDVVR\n",
      "PTAFDEIVPR\n",
      "PTPAFISIEGSNQGK\n",
      "IVTSLGTDPSEPSR\n",
      "AQMTVQIVTPDGLIYDHR\n",
      "VCNDCEPEDPSSEGSISIGR\n",
      "SYLPSELDSIYGFYDK\n",
      "VLDADGIDDLLER\n",
      "ATFNLIIVSAER\n",
      "ALDLVTPFTK\n",
      "LTGDVMTMPGLPK\n",
      "AVAHAVGVGAVK\n",
      "LTADGSTLFGR\n",
      "TTEHIEELNDQQLIR\n",
      "IFPEINFDDVDK\n",
      "YLDKDQLK\n",
      "TFDAIDQMAVSTIR\n",
      "SGAHILITEDADEAVK\n",
      "SISIKPLEDR\n",
      "VFTPGTPTSDIVNFIK\n",
      "VLGKEPTK\n",
      "LIIAYSPCINHGIK\n",
      "AIEVGNIIDGTVSGITK\n",
      "TIISDVYAR\n",
      "TLTVVNDQHGR\n",
      "AVTMEYEKDVK\n",
      "YFGAHTYER\n",
      "FVAGDWQENVNVR\n",
      "ALMGIGIGSGEER\n",
      "SQEILNSVLAIESEAK\n",
      "VEEAIDYGK\n",
      "PADAYWGIHTLR\n",
      "KLVLNHCELIR\n",
      "IIASSEASSNLQR\n",
      "TQEWFESADLEK\n",
      "VLLPHGLTER\n",
      "LDHGHYEDALECIR\n",
      "PVDIKEIETIR\n",
      "IHAYTGDQMILDGPHR\n",
      "VTSHSTCPVLIIK\n",
      "SIITDVYAR\n",
      "IVIGIGGSYLGAR\n",
      "TAIDFTAEVEK\n",
      "VIAETGIHAR\n",
      "FVAEVFTGSPGK\n",
      "VVGSHAPYTTGR\n",
      "TPFAAQVAAER\n",
      "FVGVGLAPDAGGIHLLSR\n",
      "LTSLFIAVR\n",
      "LNGLNNNTYTQSYK\n",
      "AEIIYDDGADLSLIQSK\n",
      "FFTATDGNHGR\n",
      "AVELGYDDFGR\n",
      "YINTLSSK\n",
      "SEPLFLQSVMQEK\n",
      "WGVALPLHPEYR\n",
      "VNFIDIISHYTR\n",
      "QEVSPSAQDQAAQVAEAAR\n",
      "IMDAANNTGASVK\n",
      "NVFIGQPAVVGAHGIVR\n",
      "ILFSHLGR\n",
      "YEYADGQTAGR\n",
      "PQENTFYVGAK\n",
      "PINNLNAR\n",
      "PSFVGHTIAVHDGRK\n",
      "AIAQVAAVSSR\n",
      "TDSIHSSITPVNIEEELK\n",
      "MKISIHVD\n",
      "NLMNYYNKTETVIFPSK\n",
      "TPISAVIDGHDGMGQLLGHK\n",
      "LNPSIDYIVR\n",
      "PGQVISVR\n",
      "ALPSLPELALR\n",
      "VANVNTINVK\n",
      "DFHVVAETGIHAR\n",
      "AQAQYAGTGR\n",
      "TLGDTDGLVTGLIYQNTSK\n",
      "VVDATDVPLGR\n",
      "FIGGIEGAVITR\n",
      "VILPDEVLK\n",
      "TVVILLGPPGAGK\n",
      "SEPLFLESVMQEK\n",
      "PFITDVLAR\n",
      "LLSHYYLGIYNTR\n",
      "SIAEKGFISID\n",
      "ATYTTSDFKPGLK\n",
      "PNVISETIEAVSASR\n",
      "STNLEVGIVGLPNVGK\n",
      "PVCAHPQAFFHR\n",
      "AFEIIMPK\n",
      "IVIFGAGLGK\n",
      "IICCGESLETYEAGK\n",
      "PLSVPQGAIGLFTR\n",
      "VFYVPSVNLIGK\n",
      "SEVTTQAKPER\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "YAIAENYITYR\n",
      "VLNQVVSDLYTAR\n",
      "VGDALDLSHALAFTSPK\n",
      "IATMQDLLELDGSAR\n",
      "TNYAVILAAGK\n",
      "PALGVGAGNVPAYIEK\n",
      "YAYDTIADIIR\n",
      "VIFYQLTELAR\n",
      "PELPEVEVTR\n",
      "TSVVVVGTQWGDEGKGK\n",
      "PITVFFGGK\n",
      "VVSDLYTAR\n",
      "TNTSFSIEQFSLK\n",
      "TAIPDQEEPGELSREQK\n",
      "VVAADFGQEVADKVR\n",
      "ADLSISPEEIR\n",
      "ALAALYDHSLSDVVR\n",
      "YGDVPYVTTEISIDEA\n",
      "TIAYEYEDGVTSGR\n",
      "ALLTTEDVLNKK\n",
      "AQYSANFNQAK\n",
      "TPFYQTDSTGGSVWVIK\n",
      "PLFGVLPYYK\n",
      "YAPSPTGLLHIGNA\n",
      "LYDHSLSDVVR\n",
      "VMVKDEGK\n",
      "HPDAITGAR\n",
      "HTPFFNNYRPQF\n",
      "PYVGEPGNFTR\n",
      "AAIDNIVSHGR\n",
      "RPFQKSCLKNKK\n",
      "STFYVPAINLIGR\n",
      "TFIIQNFGPNLAR\n",
      "IQETAEILSR\n",
      "SAPQQPVFNQPAQGK\n",
      "SGQTTSEYIGHHLSFLK\n",
      "SYFENFLNANK\n",
      "DETTQPASTSAETVKK\n",
      "AEFSFEIEEK\n",
      "SDNLSDSKR\n",
      "TGIDLSNDKLADQR\n",
      "IGGIEHAILHLLYSR\n",
      "NANQANHEVLEVPASN\n",
      "PVDTIGQYDATK\n",
      "TDNQLTESWDK\n",
      "PADVLDKER\n",
      "SYTVEMLGNVVGSK\n",
      "PVVFMDTTTGYK\n",
      "NPLIQSLTEGQLR\n",
      "VINALAMLASK\n",
      "IAQGEPIIAHYR\n",
      "VTFTGIWEATPR\n",
      "ATEQFGDIVIAPR\n",
      "LITEPQFVACHR\n",
      "LNANSADESTAIK\n",
      "ICANCGYVHVGEEAPK\n",
      "ATELLENTIATLK\n",
      "SDCADADLVVITAGAPQKPGETR\n",
      "PGPWSPASK\n",
      "MQKRMDKIR\n",
      "EESNLRPK\n",
      "PSLAQVVDNNDGTHTVK\n",
      "PTINQLVR\n",
      "FVGPTGVGK\n",
      "YIPLLAYSPSFK\n",
      "TCGYLGNPQAR\n",
      "AYTEEQIETIK\n",
      "MLFACSPGKNK\n",
      "PLIHVELVEGR\n",
      "PGFEELGAELNAR\n",
      "VVAADFGQEVADK\n",
      "VIDETGIHAR\n",
      "HDAFAQALR\n",
      "VSFENTATNR\n",
      "LIINEAIVTTEAR\n",
      "FDGQDQDALAR\n",
      "PTNELPQGGIIEK\n",
      "TMTDPIADMLTR\n",
      "FHNAEALADSTNDGFYIK\n",
      "PGSITPHTDFESEVYVLSK\n",
      "PIITLPDGSKR\n",
      "DIANIDKKMQK\n",
      "ANLCEVCGK\n",
      "SQLSVNAIR\n",
      "ALDNTLQDILIR\n",
      "FDGSHLPVEENLEK\n",
      "PEYANSPEFLER\n",
      "IQVMGGSYR\n",
      "GTTTEPAIAFR\n",
      "SSDNEEAVLEYAK\n",
      "SEVTPVLLGNPDK\n",
      "PIITLPDGSK\n",
      "LDTAGVTDRK\n",
      "ALIQLTTEELR\n",
      "FNANPTEEAYR\n",
      "HVGHFALDLR\n",
      "VNGTAYDVEVNEVK\n",
      "AVGYTSYPDNVVR\n",
      "VLYTDTINPR\n",
      "YTPVDIEGFDYER\n",
      "VMTDPIADMLTR\n",
      "ANIYDLANELSR\n",
      "YIIASSEASSNLQR\n",
      "PVGPDGTTPLTPK\n",
      "SGYVEQGEVVR\n",
      "PVWAPVTK\n",
      "PIGSFLFVGPTGVGK\n",
      "VILEEGNEFAALSAR\n",
      "AAGFQEELNHEEVVEVTER\n",
      "PITAADIR\n",
      "FAVLLEEEVR\n",
      "IVIPHVVFGGK\n",
      "VGFINVHLFR\n",
      "ALPDLTPEQR\n",
      "GIEEQLGEIVIAPR\n",
      "IISTSEGLLTDKEAR\n",
      "VSGLQGVK\n",
      "GLFDFVSDIGKK\n",
      "PVGEPADLHR\n",
      "PSDLIPELQGR\n",
      "GLLSGNGAYVFGK\n",
      "LIALQSYLAK\n",
      "SDTTNAVVQAK\n",
      "SFDVELTSAGDK\n",
      "NIYDSANELSR\n",
      "AVAEAKPAPK\n",
      "TTPGPWDGVEQK\n",
      "PADEVVTYK\n",
      "VQYGGSVKPENVAEY\n",
      "PGVTLLDHSSDASHNR\n",
      "VFDTVAQELAAGGK\n",
      "SITPQEISDK\n",
      "AYTGDQMILDGPHR\n",
      "VNNKGLEIK\n",
      "LVLNHCELIR\n",
      "CVCGSDLWSYR\n",
      "YFGAHTYQR\n",
      "TATVNDVAESVER\n",
      "GTLIILEGGDGSGK\n",
      "THPIHVFSEIGK\n",
      "VAANPVDVLTYSTWK\n",
      "TLLQLQDVTYR\n",
      "ANTLLDLFEK\n",
      "YLEGEEITNDELIA\n",
      "AGFEVIYTGLR\n",
      "FADLVIWEPAQFGAK\n",
      "VELGYDDFGR\n",
      "IVTAGHVDHGK\n",
      "GLYAEGDLGLSR\n",
      "PTFIGKPVTVAEDK\n",
      "FTYLSLDDFR\n",
      "TINTAHVEYETEKR\n",
      "TFDEQVVR\n",
      "VCPVCAHPQAF\n",
      "LYYVQNDGR\n",
      "FAAENEDDCIAQIR\n",
      "FIPASMLDTR\n",
      "STKPIHVFSEIGK\n",
      "SGFVAILGR\n",
      "AAEELALISGQK\n",
      "TTIDFTAEVEK\n",
      "STIIDVYAR\n",
      "PAVAEDLAVAR\n",
      "LNNEILGLLDAAAR\n",
      "VLPTPMMNIINGGSH\n",
      "TEQFFDKELAAR\n",
      "SNIYDSANELSR\n",
      "PAVQFGGR\n",
      "EGAGNPEAISHR\n",
      "PAIDAGSSVSR\n",
      "FLGGVAFGTLGLK\n",
      "AYTTFSQNK\n",
      "PFVTWDVIR\n",
      "IHDASYSAPIFVT\n",
      "DLEITSVEVAGQAR\n",
      "NLLIMGLPGAGK\n",
      "QFIEEYLEEANIR\n",
      "ALEVIMPK\n",
      "TIYNSITELVGK\n",
      "YATNIITCFAR\n",
      "PITSLEIKDK\n",
      "HDNFAQALR\n",
      "PDVYFQHR\n",
      "SLNIETTQGLER\n",
      "AQVQYYGTGR\n",
      "ITHLLEAAFQR\n",
      "TLVYQSTR\n",
      "TATFFIGR\n",
      "PAVETVFTVLHAGGK\n",
      "VVAELAAYYR\n",
      "SYLAGDGSYTLEDR\n",
      "FAGGPITLVGPEIK\n",
      "VVMPYYGYAR\n",
      "LLPVEDVFSITGR\n",
      "AYYPAEPFR\n",
      "SVHINATK\n",
      "SIIIGADAAGLR\n",
      "YLEGEEISVEE\n",
      "KTMKNTAKK\n",
      "PVNIPLNDAETQK\n",
      "VVEAATAAAR\n",
      "PGDPIGSAGPTTSGR\n",
      "SEQQLVLMR\n",
      "ANSPVMTVEVLR\n",
      "VLNALSIDSK\n",
      "TFSFDTAAAQGAVIK\n",
      "AVAQYYGTGR\n",
      "SVEVQDYEGNVLER\n",
      "TQTVYFGTYTR\n",
      "TNSVFQGR\n",
      "SNLQQVIEAAFEK\n",
      "PVVIEQTSR\n",
      "AICNGLEYLGTR\n",
      "LTSTLYDIDVPGYK\n",
      "PAYTQTAEFTR\n",
      "PAYASATSEPSR\n",
      "PNSTGAAK\n",
      "SMIADKIEK\n",
      "MAINPEFFGDPAEIKK\n",
      "SEFTIHTIESAPAEVK\n",
      "SQYEFIDKR\n",
      "AGFDEGNRPIGSF\n",
      "TAHDILNNPFLNK\n",
      "HEVLEVPASN\n",
      "NQTCEAPYR\n",
      "ITTTQGVGIK\n",
      "TFYVPAINLIGR\n",
      "TALNVLIYPDDHLK\n",
      "PYSTLTEFIQHSK\n",
      "VVGQEQSNHFR\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "TSVPIYQGAGAK\n",
      "SETPVTENAYGASSIK\n",
      "VTPEEFAQYR\n",
      "GIEDKLNQAK\n",
      "STHPIHVFSEIGK\n",
      "PVTQEAAFTR\n",
      "VAIAGTGVEGVLTLR\n",
      "IYPAVDPLASSSR\n",
      "HAEMQNIQR\n",
      "AVINFEIFK\n",
      "IFPEINFDDVDKTR\n",
      "SIEYTPGPLLDAAR\n",
      "IWQYFTVNTGVR\n",
      "PAISLTPEQLK\n",
      "LGGLIFIDLR\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "ALTFDELTER\n",
      "DMIIGYLINNR\n",
      "IVGSALTGALVGLSGIK\n",
      "YVFTVAKIGHISDMR\n",
      "IILRPQEISNNPGIA\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "DAGYDQVMGVR\n",
      "PIDSHSALER\n",
      "TVQIMYGEELGIPR\n",
      "LTLGCGSYGR\n",
      "AISSFNIGSR\n",
      "IMDAANNTGAAVK\n",
      "AEQLTDQALVER\n",
      "VGEVVSTHVIPR\n",
      "GVLTFTIGQDQIK\n",
      "SQELIQAVMVLTK\n",
      "VPTGYAQNFLIK\n",
      "VAVDSLSFTAPK\n",
      "PEYNIALGQR\n",
      "IGTDYVVIGHSER\n",
      "VPSGASTGEHEAVELRDGDK\n",
      "PLANFPIER\n",
      "VLEATGFFAK\n",
      "VFPGQGSQK\n",
      "TEVWNAYDLNR\n",
      "GFLEVETPVLHNEAGGAAAR\n",
      "LTYVYGIGLATSK\n",
      "ATNMLETMTEKPR\n",
      "TLLALENVTK\n",
      "HTPMWIGIANK\n",
      "VAADFGQEVADKVR\n",
      "PLVSMTDMLNK\n",
      "SLEILDQLEEK\n",
      "AIELLTPFTK\n",
      "TDTHAIAEGR\n",
      "ETAVGDEGGFAPR\n",
      "SEQNQQPEVAAEEQQEAVLQIQR\n",
      "VLEKDIQK\n",
      "PDPAVHEIFTK\n",
      "LYQPYNPSILR\n",
      "TEYNWNEK\n",
      "YTGDQMILDGPHR\n",
      "SESFAQLFEESLK\n",
      "TLANDIAR\n",
      "DISTNIDAMGR\n",
      "PGYEPDNKIR\n",
      "THENVIEMR\n",
      "EILALATLPNR\n",
      "LIGFGNFEVR\n",
      "KQLDEGLAGDNVGVL\n",
      "IAYEYEDGVTR\n",
      "AANIVPNSTGAAK\n",
      "EISSDLLNYQGLAR\n",
      "GTGASYEEALQQAK\n",
      "IAMTWAYSPSYGK\n",
      "LDEGLAGDNVGVLLR\n",
      "DVVISGGVPATAR\n",
      "ASSYETIEELKK\n",
      "VPSLFVESSVDDR\n",
      "ANIAGVNLEEFLK\n",
      "QECCQAEDK\n",
      "HVTTALTEIER\n",
      "SKDSLIPSPEPLVPEIEVGKR\n",
      "SNYAIILAAGK\n",
      "VAEYYGCHILR\n",
      "PGVPESFR\n",
      "IPVVIEQTSR\n",
      "AVGDEGGFAPR\n",
      "PEEFAQYR\n",
      "SITVNQIVLHQLVK\n",
      "SDVFHLNLTK\n",
      "CGYVHVGEEAPK\n",
      "SNISTDLQDVEK\n",
      "ATIQWFPGHMSK\n",
      "VALFSQLSWYFISEWRR\n",
      "TELMDYDEAAR\n",
      "SQAQYAGTGR\n",
      "HGDHAEQGER\n",
      "PITSLEIK\n",
      "VYLTFSTVGGK\n",
      "GVVIYDGQLASLK\n",
      "GSQEIQNQYSEEDYNR\n",
      "TDYYVIGDVHGK\n",
      "VMVKDENK\n",
      "SKDSLIPSPEPLVPEIEVGK\n",
      "KEEPKEDPK\n",
      "ASGPYHYGFR\n",
      "YADYLHEDLAIR\n",
      "PFITHHNAQNIDMVLR\n",
      "AVIEQVIAR\n",
      "NVLEQLPVTK\n",
      "YYGYDGSIR\n",
      "FVHIADGQINVR\n",
      "AIVTDTGGVDDK\n",
      "PIGTTNYAAR\n",
      "AAVCDVCGK\n",
      "TNNLEWTQAILR\n",
      "TDINTVLAELKR\n",
      "GQVLAKPGSINPH\n",
      "LEDFHAAR\n",
      "LGMPGEFPYTR\n",
      "FDVELTAAGDKK\n",
      "PAFVSFDAEK\n",
      "FPLCFIAEGEAK\n",
      "GLFSGLLGNASK\n",
      "TDPIADFLTR\n",
      "TAQIFEQVK\n",
      "YYLGIYNTR\n",
      "TDVLLESR\n",
      "LENLLPDYLER\n",
      "HDANGVNYVK\n",
      "NIEKDFGK\n",
      "GVEEILPIGTLSK\n",
      "LWNALGAASGR\n",
      "LTGTIMTMPGLPK\n",
      "ATTELIELAIETSK\n",
      "NVFIGQPAVVGAH\n",
      "ATIEALGQASK\n",
      "SNQHMEELNDQQIVR\n",
      "EQYFSTHR\n",
      "AVDYSVQYIPQR\n",
      "SEQLHSINEVLQDLK\n",
      "YLLGTSFAR\n",
      "APQANTFYAGAK\n",
      "PAEKMVEK\n",
      "GIVRPVNIPLNDAETQK\n",
      "VSMYEYAR\n",
      "EIFTNEFHNK\n",
      "AAVTEYLAAGEK\n",
      "VTFDPYYQYDR\n",
      "YVGYDDNNNTLTER\n",
      "SDAFADVAK\n",
      "IGSFLFVGPTGVGK\n",
      "LIADGDEADGVR\n",
      "IGSGTSLDSAR\n",
      "YQYADGQTAGR\n",
      "SELQTMQDALDIVK\n",
      "PIGPFYSEEEAK\n",
      "IVVDPAGTPLTK\n",
      "TTPNIIMTR\n",
      "ANDKFEIK\n",
      "VSPLDPENEDQR\n",
      "PAPAAAAAPVPAGAETVK\n",
      "LGAGDAELAAFTTAR\n",
      "SSIKDIER\n",
      "VMTDPIADFLTR\n",
      "IVPGYYTEAGK\n",
      "AGNGQGVQSQDIIK\n",
      "SNISLTTLGGVR\n",
      "TKPIILTGDRPTGK\n",
      "VAAGYWDLYR\n",
      "PIMLELGGK\n",
      "NTVDEYIPEPER\n",
      "LTYVYGIGLSTSK\n",
      "TGGVLLELCQR\n",
      "LVLNHCELIRP\n",
      "PGTSPVTCGR\n",
      "VINIHHSFLPAFIGAK\n",
      "LPGLAALTEK\n",
      "LIQLTTEELR\n",
      "AITAITSVQEFDEK\n",
      "AGIVNGYPDGTFK\n",
      "LTAAITTVLAR\n",
      "HTPFFDNYRPQ\n",
      "LSDVLATILIR\n",
      "SVSFENKETNR\n",
      "KIEIKEPLK\n",
      "ASVAKPEGK\n",
      "VYTISPVHTTESFLK\n",
      "THSVFQGR\n",
      "LVDETTGIGLH\n",
      "HNPFFSNYRPQ\n",
      "VNVSLHTAK\n",
      "ISRLADCSVLCLYR\n",
      "SMQDPLADMLTR\n",
      "TTQLDSLR\n",
      "SYGSLFDATQTK\n",
      "VLSTQFESHFAR\n",
      "AILLPYVIR\n",
      "YTHSMYPGGLK\n",
      "IAPEAQDGGPIAYLR\n",
      "GIGIIIASHGK\n",
      "ATSMVIGTQWGDEGK\n",
      "ANANALGMVETK\n",
      "VMTPQEAHQIGSNYIVVGR\n",
      "TTEHIEELNDQQIIR\n",
      "VHSTAIIGK\n",
      "EYHVIAETGIHAR\n",
      "MASSEAGFNELFR\n",
      "GILADAAEEAGR\n",
      "EMVSQGLPEEEAYER\n",
      "PALGVGAGNVPAYVEK\n",
      "TDEILLESR\n",
      "APQGTFDTSEINITGQASR\n",
      "TNFNELQEETR\n",
      "LWNALGQASGR\n",
      "AAAPVAVAAAGAADAGAAK\n",
      "ALTALDIKDK\n",
      "STLLSVITSAK\n",
      "LPGLAALTDK\n",
      "LPGEGVVTGYGTIDGR\n",
      "VTAIYDAAAVAR\n",
      "ANLPNCPK\n",
      "LTGLNSVTAGSVR\n",
      "AFHPSAQESSAHAAQIVR\n",
      "TISQTELNQQLK\n",
      "AELELVCVPTR\n",
      "FDSASVQGAVIK\n",
      "WTEWPDEAIR\n",
      "FSGADALGPLIQGLAK\n",
      "LDDNTNPADLNSK\n",
      "SLFLGGVAFGTLGLK\n",
      "GFDLFTSTSK\n",
      "LLSQYDFPGDDTPIVR\n",
      "PATAFTQLAAK\n",
      "YDNEMSYTAQLVR\n",
      "IATPDMMALVGR\n",
      "FANTVDTLSAIK\n",
      "GGHTVGAGVVTEIEG\n",
      "SEHILIIEDDLDIANIER\n",
      "PFVAILGGSK\n",
      "YVLSGDPAYVPR\n",
      "AWDTTLQDIIIR\n",
      "VGELISVHVIPR\n",
      "AQMTVQVVTPDGLK\n",
      "GFFTGLDIGTSSIK\n",
      "LVEEPSEFEHEEVEELAR\n",
      "LVAANPVDVLTYSTWK\n",
      "LTYVYGIGLPTSK\n",
      "VSTQEQFEQVQAVK\n",
      "GFFDFLKPR\n",
      "SFYSEQDIAAAMTVK\n",
      "ALASGADIVAIGR\n",
      "DETSVTNSLNEVAK\n",
      "PASDEEPFAALAFK\n",
      "ISMPGGCAIGAR\n",
      "METAMLDLELLR\n",
      "EETAHNESAHAK\n",
      "LMPVEDVFTITGR\n",
      "PTVATYNQSGVK\n",
      "PFEIKDGIEANDDTR\n",
      "GEWSPGIVTGK\n",
      "AFLPGSLVDTR\n",
      "ILIFPDLQAANIGYK\n",
      "VIGFGTFEVR\n",
      "ALTAGIVGLPNVGK\n",
      "THPVFGVHEENVEYVTR\n",
      "NLQALLAALNK\n",
      "LLDNAVADLAAISGQK\n",
      "ANEQLGEIVIAPR\n",
      "DFHIVAETGIHAR\n",
      "YALPSLPELALR\n",
      "STEHMEELNDQQIVR\n",
      "TNIGHVVR\n",
      "TYHFQNPSDGVVK\n",
      "SDSPIQYR\n",
      "SDNPVLLAEER\n",
      "YVTSHSTCPVLIIK\n",
      "VFHPDIIAFLSTK\n",
      "PLVTTTEMFKK\n",
      "LAAAGLEVTAIR\n",
      "SFDVELTAAGDKK\n",
      "AAPVAVAAAGAADAGAAK\n",
      "PGSIHPHTNFK\n",
      "AGHDVQYGK\n",
      "ATINQLVR\n",
      "FSPDASALVVK\n",
      "ITPDVVHVMMEGK\n",
      "GTTTQPNAVITR\n",
      "LLAQEGYDPEMGAR\n",
      "PGLINLDFADVK\n",
      "TSTQELFEIVK\n",
      "NIYDLANELSR\n",
      "SNQPITDMIETIER\n",
      "ATMAALGQASK\n",
      "PIIHVELVEGR\n",
      "TTENIGEIVIAPR\n",
      "KQLDEGLAGDNVGVLL\n",
      "PIQLPFIPHEDPR\n",
      "PSNMGSSVGISK\n",
      "ASAKTEIFEEAIQK\n",
      "PATLLVQTASK\n",
      "YAVLINEWHLLAR\n",
      "PVNIYEVHAGSWK\n",
      "ALIYDNRPYK\n",
      "PATLLVNTASK\n",
      "LGIYPAVDPLASSSR\n",
      "AEGVMSADEFGK\n",
      "VLGITEPAIFGVNLR\n",
      "ANIYQNITELVGR\n",
      "TIKYEYADGQTAGR\n",
      "VAIIAEVDQSR\n",
      "SQEFINPSDGVVR\n",
      "SNLSVNAIR\n",
      "ALAIFGDHQDVMAAR\n",
      "NIINVLEQEQLR\n",
      "AVGGFNTNNLEWTQAILR\n",
      "IVTTVMSNLGFHK\n",
      "TDKPLLLPVEDVFSITGR\n",
      "VVEAASAAAR\n",
      "AIAWSSAGALGFK\n",
      "YIQSVFETVK\n",
      "LFEQDAANNGGTR\n",
      "ASATFDDPLLLPNPAK\n",
      "AAANDAVILFVGTK\n",
      "SYAYDTIADIIR\n",
      "NTDDTVTIYDVAR\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "LNQFDAGVLTGK\n",
      "FVFSNYLLPAVR\n",
      "SLLDDILAHNR\n",
      "CPVCAHPQAFFHR\n",
      "FENAGAFTGETSPQVLK\n",
      "AQTVYVLTDDLR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "YVTEEELAAER\n",
      "AQVTAQLVK\n",
      "PIVSYNWK\n",
      "SHPDEVEAPEGITF\n",
      "VVSEEELSR\n",
      "LVVSEAFANEGPTMK\n",
      "QTIIGDEQPITCR\n",
      "SNIYDTANQLER\n",
      "PAVQIIDESGR\n",
      "DENIAFINAGYLFQNHPDR\n",
      "GEVQLQIEDIR\n",
      "IFVDHGLLR\n",
      "QALTALSTTEDPTR\n",
      "SDLLITHVDVLTDEGVLK\n",
      "PAQNISAVGHGK\n",
      "MQLHDVLIR\n",
      "GLNVLQYFISTHGAR\n",
      "VLVDNELALTPIAGK\n",
      "ATIGNAVSLNHMFADTR\n",
      "TFSFDAAAAQGAVIK\n",
      "PGDDIPVIQGSALK\n",
      "GIVRPVNIPLNDAEQQK\n",
      "AVLAPGDLVLFDR\n",
      "SNLQTYIQK\n",
      "PATILVQTASK\n",
      "AVQMEYEK\n",
      "TQDPTLTFLAACR\n",
      "TYQENYQK\n",
      "GLFSGLLGNASQK\n",
      "IVPNSTGAAK\n",
      "PNATFTPAGGEK\n",
      "TGDQMILDGPHR\n",
      "VLFFVDNIYR\n",
      "DQTWTVVVTPR\n",
      "SNFVLVSTLK\n",
      "PATILVQAASK\n",
      "SIHIAAQQGEIADK\n",
      "ATFYVPAVNLIGK\n",
      "SQTNELEIMER\n",
      "SNANALGMVETK\n",
      "NVVEGTVVQVEDER\n",
      "IILLEPTLQEAISR\n",
      "TDINTVLAELK\n",
      "ISAEFLIGK\n",
      "PLGGATEVLGGHK\n",
      "PAEATPAQEQADYNK\n",
      "SDAFTDVAK\n",
      "TVESTGFK\n",
      "AVANIPGAVAR\n",
      "VITVPAYFNDAQR\n",
      "ATVNDVAESVER\n",
      "GFVEANAQSGTAR\n",
      "AEDNTTNVIYR\n",
      "SELLFNELPRPTFR\n",
      "VGYDDNNNTLTER\n",
      "AMPVGNYFK\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_760ws.csv\n",
      "Retrieving GO terms for sample: 861ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "DIPVVFFNKDPGAK\n",
      "PVLWSLFPNHR\n",
      "VGTLIHNIELKPGK\n",
      "TYHFQNPSDAIVK\n",
      "ALLQIGTAAEKLER\n",
      "AEQYGDEQVHIWR\n",
      "AQALEILTFTNKK\n",
      "TAAEAEAEKDR\n",
      "YMKPVPGNPDR\n",
      "DETVAYHNAYIR\n",
      "VHLGNVGDQVNVK\n",
      "GLFDFVSDIGK\n",
      "TYPTPEEALAELKK\n",
      "SDGAETPHDILR\n",
      "DDNVVDADYTVVDDDKK\n",
      "KEYHVIAETGIHAR\n",
      "EEVIEGLDSGKYR\n",
      "PIDVHLMVKPVDR\n",
      "PSLFVESSVDDRPMK\n",
      "TAAVTHAVLTDPASER\n",
      "FATIGNAVSLNHMYADTR\n",
      "PQANADVHR\n",
      "SQFIYLGEEDKQALR\n",
      "GEVRVEEDDNQILLEIAQPSIAECSVK\n",
      "PIGEGADFEGVVDVAK\n",
      "FSLNSNHAIAEK\n",
      "PSILGASQEFVAK\n",
      "PQDVVPGDILLLDDGR\n",
      "ALYDHSLSDVVR\n",
      "IDDQDPLTSGYKK\n",
      "FDMELVKVESLEK\n",
      "PVGSTVHNVELKPGK\n",
      "AVFAAVTEYLSKGEK\n",
      "PVYIQEDMVGHK\n",
      "SVNPANKEELVGR\n",
      "AVGFDSGALQQDAIRK\n",
      "PGTITPHTK\n",
      "CGIVGVVGNR\n",
      "DLIDAIASAAELNKK\n",
      "PEYWVAVVKPGR\n",
      "DNVVDADYTVVDDDKK\n",
      "PNFFNPASFGRDEK\n",
      "ALTALEIKDK\n",
      "FATWDKDAQKR\n",
      "QSVIVHQAHWYMR\n",
      "AEANAEADRKFEELVQAR\n",
      "GDLLIHEGAACDAQK\n",
      "SGGHGQYGHVK\n",
      "PVPAGAETVK\n",
      "SAVIDGHDGMGQLLGHK\n",
      "GIEHPEAGVALR\n",
      "ANEIILVTCGSAFK\n",
      "PGWGWVILVLAAVIIFILGLVFALLHFK\n",
      "QVIAKPGSINPHTK\n",
      "AELSNIDGIGEATIEK\n",
      "SNINYEGIEQMPLR\n",
      "GTMGHVDHGK\n",
      "AFIDAEHALDPIYAAK\n",
      "AAEVPLYPIVHR\n",
      "VQGITGSQGLFHTK\n",
      "DAVAATLEEEDEKVK\n",
      "IGQVMELHLGMAAR\n",
      "YVEKPVIVYR\n",
      "IVSTVMSNLGFHK\n",
      "LEPNPGKEFEFVNK\n",
      "GSEGHDSGHLNYADIGKR\n",
      "ASIIFTPK\n",
      "LEGMDGKPVVVR\n",
      "PGVTGFVGSATKPVPLSDSEVEHILK\n",
      "SGVEAVIDKDFASQR\n",
      "IESALSDLETAAKGEDK\n",
      "ELPDPFENMGAQLVK\n",
      "PCEGTGYEIGGVSIIK\n",
      "VIDGHDGMGQLLGHK\n",
      "VGCTHAGTAAVK\n",
      "GPLIQGLAKPVHDLSR\n",
      "TEVAWQAHFVK\n",
      "GGRPVVEIR\n",
      "TALDLLNHSILR\n",
      "PLSQGDVHFVK\n",
      "PTVNDVTEQDEVTLGR\n",
      "PGMALFHIAYER\n",
      "SEQNQQPEVTAEEQQEAVLQIQR\n",
      "GDQQAALYGHLCTR\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "EGGHIVANGLNLK\n",
      "MMHASTSPFYPLFAALDVNAK\n",
      "LSEHAAEEMQHMR\n",
      "DLVAHVYNYKG\n",
      "LQVVGTKPGLK\n",
      "AVVTRPFGFEGSK\n",
      "CHGFMAINPEFFGDPAEIKK\n",
      "IDYNTAEAHTTYGVIGVK\n",
      "IDAAPEEKER\n",
      "QNISAVGHGK\n",
      "PLVTTTEMFK\n",
      "ILLSHAGSEK\n",
      "TEQKPIHWISVDQLK\n",
      "ISSDSHPFYTGR\n",
      "TNQVLKGEMDK\n",
      "FVVDGFCGASEKDR\n",
      "PDDQIQAAIK\n",
      "NVSLHTAKPGMVIGK\n",
      "FQGKPVVESIQR\n",
      "GLTVADLQELR\n",
      "NVLQYFISTHGAR\n",
      "NTSHVEYDTPTR\n",
      "TFLSLDEIEEIRK\n",
      "TIEILVPDLPESVADATVATWHKK\n",
      "TINTAHVEYETANR\n",
      "SLKVPAILEAVEATLGR\n",
      "VEHPVTEMITGVDLVK\n",
      "AFANAFLGINHSLAHK\n",
      "MALHDTNVLR\n",
      "DLTDPVMLAHLLK\n",
      "TDVAQKFPNR\n",
      "SSCGDEELYKR\n",
      "PVTGSTCDAVK\n",
      "SIAQQADEVRK\n",
      "AVGANANADGHR\n",
      "TVDEVNAAMK\n",
      "ATFNLIIVSAER\n",
      "GTTIPHEVLSEFGGAK\n",
      "ITAFTSHIIR\n",
      "PVVASVLLAK\n",
      "FAVGECASSGLHGANR\n",
      "LTGPLHPDYK\n",
      "SYGEEKPAVLGHDEAAYSK\n",
      "VFTPGTPTSDIVNFIK\n",
      "APAPAAAAAPVPAGAETVK\n",
      "LQMHANTR\n",
      "GQTVQAVEGDGKVER\n",
      "SQEILNSVLAIESEAK\n",
      "PEVIVAAHSGLK\n",
      "LTPVVISNMDEISSIEKK\n",
      "ANITTSLFQEMVQAGATR\n",
      "VALHNGGGTGIGK\n",
      "KPGFEAITAAVEER\n",
      "ANAEADRKFEELVQAR\n",
      "PELNGKLDGAAQR\n",
      "DFAGDKGEFHR\n",
      "NDTEMAIIDKR\n",
      "SLVDQHKINEEQLK\n",
      "LLYADGNVQTPLYANAAFVLKPGK\n",
      "EANIGKPQVSYR\n",
      "PLQLDNGEVR\n",
      "LPGSLVDTRPAR\n",
      "CEKPIVLVGAMR\n",
      "FASMTGNTEEIADIVADKLR\n",
      "ITSAATTAQWNNHR\n",
      "LPNPNYGGFEGGLAK\n",
      "PGDILLLDDGR\n",
      "GESSHHVCPR\n",
      "NMLETMTEKPR\n",
      "PPGVLCVQPGER\n",
      "AGSANNQLKEDR\n",
      "ASLGDGVFVNDAFGTAHR\n",
      "CAFHQMILPR\n",
      "IETTTSEFDREK\n",
      "EFAGGNKR\n",
      "IDNDEEKLNQTR\n",
      "SDGSANDLTHR\n",
      "GIVPILTSYIAHR\n",
      "GAPSYYVVNKDTK\n",
      "PGESAEEKDHVKR\n",
      "PVLPDHLIER\n",
      "TTEHMEELNDQQIVR\n",
      "PDKPITEKPLEVR\n",
      "VAFPGESAEEKDHVK\n",
      "PEFFGDPAEIKK\n",
      "MFGPFKPAPH\n",
      "NNHPGGFQLK\n",
      "AEHAGYPVKEK\n",
      "FDFVSDIGKK\n",
      "GLEAKPGETEEDEKVR\n",
      "PLSSLANAGIR\n",
      "PMMIANMTSAR\n",
      "DYNTAEAHTTYGVIGVK\n",
      "SLGESSHHVCPR\n",
      "SLIDILFGK\n",
      "AVIFSGIQPSGELTLGNYLGALR\n",
      "TTFLGNPVTFTGK\n",
      "PSFIGYTIAVYDGRK\n",
      "NQVVADLYTAHIALHQVHWYMR\n",
      "HNVWLEPVKDAK\n",
      "QLIGFGNFEVR\n",
      "GEILFLGKPVDFK\n",
      "GMEAHGNSQIVR\n",
      "VGNEQHGLVNLGK\n",
      "PMMQAIHNTVEAIRVEK\n",
      "VYSVPTEDKK\n",
      "LVSSAVHPESR\n",
      "TTPVVALVGRPNVGK\n",
      "TTQTQDSDVLLTMTDVSK\n",
      "YHHSNHPGGLTAR\n",
      "ALAALYDHSLSDVVR\n",
      "NGNPNVKPATR\n",
      "GESVHHHPENENIDLTR\n",
      "GGEELSEEEIKAGLR\n",
      "PIGHWGTVPGQNFIYAHLNR\n",
      "IPHNTTPK\n",
      "IVHPSLHTVYR\n",
      "PAVGVDTAEDLEKVR\n",
      "YTDVWVSMGEEDKFAER\n",
      "LTVAVVTRPFGFEGSK\n",
      "ADLAAISGQKPLVTK\n",
      "AQMTMIQAITDALR\n",
      "CEPVAEVNDDIRK\n",
      "MIANMTSAR\n",
      "DYGSIDKAPEERER\n",
      "SIHTAKPGMVIGK\n",
      "TDNQLTESWDK\n",
      "NTAHVEYETANR\n",
      "FENLTPLHANSR\n",
      "YVTSGTVSNDGKR\n",
      "GVLVAGEGSEDELKK\n",
      "NRPLFAYDR\n",
      "FAENSIQSVIHFAGLK\n",
      "TFAAKPQDHSQK\n",
      "AELDSPFVLLFDKK\n",
      "GADYITFHPEASEHIDR\n",
      "FQDLAEALKDDER\n",
      "DQVNDDKPEVSR\n",
      "YNTAEAHTTYGVIGVK\n",
      "PGSITPHTDFESEVYVLSK\n",
      "PIITLPDGSKR\n",
      "NVSIHTAKPGMVIGK\n",
      "IVKPGVVTGEDVQK\n",
      "IVSTVMSNIGFHK\n",
      "CDEFGIKR\n",
      "TALWHIAEALVR\n",
      "ALNIEQIIADIK\n",
      "TVCSGTALSPSPDGLKR\n",
      "GSDYVVVSPDHGGVSR\n",
      "LVTALNTHIGYENAAK\n",
      "GVPVILHTDHAAK\n",
      "SPLLLELNENDPGILVTQSVHK\n",
      "LFAHNTMNAALMSR\n",
      "YLDFLAGAGTLALGHNHPILMQAIK\n",
      "LLTAQINHLQAHFAEHKK\n",
      "PLFNEALAELTR\n",
      "EEFGPEHTSFK\n",
      "AQPMMQAIHNTVEAIRVEK\n",
      "PSDLIPELQGR\n",
      "TVSYGEEKPAVLGHDEAAYSK\n",
      "SQYDFPGDDTPIVR\n",
      "PDADIPGLKK\n",
      "PFGSIGGILEHCFDEK\n",
      "ILSTSEGLLTDKEAR\n",
      "SLNHMYADTR\n",
      "GDLEFDFGKPFER\n",
      "SNVQQLPIGVFDSGVGGLSVLK\n",
      "AQVMDLNKQER\n",
      "EGVVQSYIHAGGR\n",
      "IAVDLINMHQAR\n",
      "ETGKYEMKGEGR\n",
      "ANIGKPQVSYR\n",
      "IGNAVSLNHMYADTR\n",
      "SDSVAKDELRK\n",
      "LSSCGDEELYKR\n",
      "DHIGIGVNDLAATK\n",
      "GADLVGMEDLAEQIKK\n",
      "GANSALIFGILINVAILLVFFR\n",
      "PGDDLPVIQGSALK\n",
      "ATNYIFVTGGVVSSLGK\n",
      "ALGIEHLPEDEIVEEQK\n",
      "TEQKPIHWISVDQLKK\n",
      "SLLHALNEFK\n",
      "LLQLEVEELKEQK\n",
      "LNIENIVAELK\n",
      "TAADLEHEKEIAR\n",
      "GAMHCSANVGK\n",
      "STIIDVYAR\n",
      "VGDGIAIRPTGNK\n",
      "LNNEILGLLDAAAR\n",
      "AAYVEKLEALDKDAK\n",
      "LNHYNAEAVR\n",
      "YDFYDKGDR\n",
      "PYQVNMDLIKK\n",
      "SELTTIARPYAK\n",
      "SSDSHPFYTGR\n",
      "AQGFYELK\n",
      "PTPNIFAGGENMHGR\n",
      "QVDHIGIGVNDLAATK\n",
      "AASMPHEIIEAFGYLK\n",
      "PGIDGLVHISQISHK\n",
      "AQVQYYGTGR\n",
      "APDTTILIDYMLNR\n",
      "AFTSHIIR\n",
      "LIDAIASAAELNKK\n",
      "AESYGATMFNVLTGFK\n",
      "NENDPGILVTQSVHK\n",
      "TVGVVTKPFAFEGK\n",
      "PTAMHIAAYKK\n",
      "LSGGVDANALHRPK\n",
      "DGSYHDVDSSETAFK\n",
      "ADYLHEDLAIR\n",
      "PVGTLIHNIELKPGR\n",
      "YIDLLTDSGTNAMSDR\n",
      "AAGDVIEGTVKR\n",
      "ALLPYSDSHHN\n",
      "LIPTSAEANLVAALDAAK\n",
      "PIVPVVCSTTHNK\n",
      "ATDVATFAPSNK\n",
      "AVAQYYGTGR\n",
      "FEIALENVRPTVEVK\n",
      "DIELTSAGDKK\n",
      "TAHVEYETAKR\n",
      "DFLNHHFANLQTKEER\n",
      "DYGSIDKAPEER\n",
      "ACLNNVAAEDTVETHTFDTVK\n",
      "CQEMHDFYKR\n",
      "ACEHVVHNMR\n",
      "LNLIDGIVQEPLGGAHR\n",
      "PEGEGTGILSNDDIIR\n",
      "SDYIEVQSDEIR\n",
      "EANAEADRKFEELVQAR\n",
      "LSQYDFPGDDTPIVR\n",
      "PGFEAITAAVEER\n",
      "PVIQGSALK\n",
      "ILDMYLDSLD\n",
      "AVANIPHATYAGK\n",
      "GLAYFVLSSSK\n",
      "FPEIDYDKVDR\n",
      "ISPFANTTEKPSAPLSR\n",
      "IALVHYTDGVK\n",
      "IVEPIGGHAVFLDAR\n",
      "GDTVEVVGLKEK\n",
      "TNMLETMTEKPR\n",
      "TAFTSHIIR\n",
      "NLVDPAAASTVIKK\n",
      "AIKPGQYVPGNMYFTTTR\n",
      "LSEKDMEK\n",
      "LQQIVDGLEKK\n",
      "IDMHLSTMAQNVR\n",
      "PVTPWGKPAHGVK\n",
      "PGEGVVTGYGTIDGR\n",
      "PDQLEDLESGYRK\n",
      "VVDGFCGASEKDR\n",
      "EGEMGDSHMGLQAR\n",
      "LCDEFGIKR\n",
      "PFGYVDILQHPDIR\n",
      "PVGTVVHNIELKPGR\n",
      "TIEILVPDLPESVADATVATWHK\n",
      "HIDNIVKPVSR\n",
      "GALTVGVVTKPFAFEGK\n",
      "DAAQFAPLHNPAHLIGIR\n",
      "SVMGHGMGIPSCSIYAK\n",
      "EYVEKPVIVYR\n",
      "DIGGDKELPYFDLPK\n",
      "TPWGKPAHGVK\n",
      "SSLALSYVVNLLAR\n",
      "AEMGVHYVVIGHSER\n",
      "PEYNIALGQR\n",
      "GNALAALYDHSLSDVVR\n",
      "LQDINAQLVK\n",
      "IVVEGMEAGGHIGK\n",
      "ATNMLETMTEKPR\n",
      "ICGLLEDLGFHK\n",
      "ETAVGDEGGFAPR\n",
      "WKPFDVSYEFK\n",
      "FACEHVVNNMR\n",
      "ALDLSHALAFTSPK\n",
      "PSPTGLLHIGNAR\n",
      "AADFGQEVADKVR\n",
      "DTSHLITDKER\n",
      "LLPHLGYETASALAK\n",
      "TINTSHVEYETDTR\n",
      "SNLNFDFAENDFRPLAAR\n",
      "LMTTIHAYTGDQMILDGPHRK\n",
      "VAPYTLDEAHR\n",
      "GVSNFLPHHLEALLETAR\n",
      "LKPAQDISNMR\n",
      "LRPQEISNNPGIAR\n",
      "GTDYVVIGHSER\n",
      "EFDQAYTSVLKR\n",
      "VVFTGASVEEAIQEGLR\n",
      "QTAAAVMGGTQSLHTNSR\n",
      "VSTECTAHDNFK\n",
      "QDAVKDEAIR\n",
      "GDAIALVATTEKK\n",
      "SDVFHLNLTK\n",
      "GPFKPAPHIAELPAEK\n",
      "IGQILETHLGLAAK\n",
      "VASDSVAKDELR\n",
      "VIPALTEETRR\n",
      "PMHEMAAEDFR\n",
      "TPVYLKPTR\n",
      "TYGVFGGYQILNR\n",
      "VELPHEMVHDEVHR\n",
      "PPGVLCVVPGER\n",
      "NTAHVEYETKAR\n",
      "PFITHHNAQNIDMVLR\n",
      "DTISAYLGDKGK\n",
      "AEVGAVDHAPAAIEATR\n",
      "ALAKPYLEEAGR\n",
      "TIGDCLDYIDEYVELR\n",
      "VIQLGTYDGTIYNAR\n",
      "GDDQNIQEVAFR\n",
      "STSEALGMIETK\n",
      "ALDDELAKDIDEEVETLDELKEK\n",
      "IDGEMGDAHVGLQAR\n",
      "EIIEDDKQGIIR\n",
      "PFANTTEKPSAPLSR\n",
      "GIQHLPEDEVVEEQKVK\n",
      "PVVITVYADR\n",
      "AIHPELVIR\n",
      "PEAELVDTLFR\n",
      "ENDGYTAVQVTTGSK\n",
      "FSCKPGDVIELR\n",
      "QVNLFDVYQGIGVASGHK\n",
      "FALLGKPGFEELSK\n",
      "PVFSGSGLPHK\n",
      "SQFFYIHPENPQAR\n",
      "VVLKIEEKEEK\n",
      "SNFVLASTLKK\n",
      "SEVAHNVQTK\n",
      "PLAEMFGYATVLR\n",
      "YLLGTSFAR\n",
      "TINTAHVEYETAKR\n",
      "PAGHAGNR\n",
      "YYHHSNHPGGLTAR\n",
      "LGIEHLPEDEIVEEQK\n",
      "EEGVLYAHPFSR\n",
      "AILVTGGAGYIGSHTVVELLNANK\n",
      "IPTSAEANLVAALDAAK\n",
      "PQGLTSLLAFDESK\n",
      "LQIGTAAEKLER\n",
      "GPNDPGVLVTQSVHK\n",
      "TVHMNAPVLSIDYDKK\n",
      "LLGKPGFEELSK\n",
      "THSNHPGGLK\n",
      "PAHDFNDYEVGKR\n",
      "QGLAKPVHDLSR\n",
      "PGFEAPVLLAYSASNR\n",
      "VMTDPIADFLTR\n",
      "FDIELTAAGDKK\n",
      "AGNGQGVQSQDIIK\n",
      "TLLRPNQEPFHLPTVAK\n",
      "PDLQAANIGYK\n",
      "VAHIASDNVK\n",
      "AVENITMPQLGESVTEGTISK\n",
      "LGGATEVLGGHK\n",
      "VVMSTFEHR\n",
      "SVSFENKETNR\n",
      "GDVLVIGGGVIPDADIPGLKK\n",
      "LNDTEMAIIDKR\n",
      "TVALHAVAQAQK\n",
      "YTHSMYPGGLK\n",
      "SNIQNMSLEDIMGER\n",
      "SQEFTHYLEELTK\n",
      "DLFAHNTMNAALMSR\n",
      "ANANALGMVETK\n",
      "PAQSYHVLGTDGFGR\n",
      "PAVAEDIAVAR\n",
      "INTAHVEYETAKR\n",
      "LELNENDPGILVTQSVHK\n",
      "ICHGFMAINPEFFGDPAEIKK\n",
      "QYVVTGLEMFRK\n",
      "ASKDFHIVAETGIHAR\n",
      "NQEMGGFAPAQSAPQPSYQSR\n",
      "GSTFDTSYRPEEK\n",
      "TGVAGTVAAVAGAVYTFKK\n",
      "PTTSGTGSEVTPFAVISDK\n",
      "ALLGKPGFEDLAK\n",
      "AEIFHALKK\n",
      "LNIENIIAEIK\n",
      "LKPAIEGAGVAAGGAVR\n",
      "TSAATTAFWSGMSQQFPQHR\n",
      "DADVEDFNKIHEK\n",
      "IIGDIMHSR\n",
      "VTSDEAGDER\n",
      "PGMLMAAMR\n",
      "GRPHSVYR\n",
      "SSADANEVCAHIR\n",
      "TPGTPTSDIVNFIK\n",
      "PGQHGPNSR\n",
      "LTVGVVTKPFAFEGK\n",
      "ALTAGIVGLPNVGK\n",
      "PGQSNYCAAK\n",
      "TVLFPYETLKK\n",
      "LEMFFSTHGAR\n",
      "DFHIVAETGIHAR\n",
      "PSCSIYAK\n",
      "LNGLGIAIISTSEGLLTDKEAR\n",
      "FSGILDKLNLLGEDGK\n",
      "PLEPWAGLTRPK\n",
      "PDFSKFEGTK\n",
      "DLVGMEDLAEQIKK\n",
      "NAFTNPSTNSYKR\n",
      "PLSLSFDHR\n",
      "PGAINGDVIVKPAVK\n",
      "PGSIHPHTNFK\n",
      "MALHDTEIIR\n",
      "FEETAHNESAHAK\n",
      "FETNHAFSMESK\n",
      "ATINQLVR\n",
      "AACQALDLKPENHELGK\n",
      "AEQFDDKNVAIVR\n",
      "VHETFGIK\n",
      "VFAFHPSAQESSAHAAQIVR\n",
      "AVITAALVK\n",
      "PVHMVETINK\n",
      "SEGTVPLHTLR\n",
      "EFADDLMMHIHR\n",
      "TPVVISNMDEISSIEKK\n",
      "VYTPLHGTGEMLAR\n",
      "TTIHAYTGDQMILDGPHRK\n",
      "PLSEMFGYATTLR\n",
      "PATLLVQTASK\n",
      "LPTNEELVIAQDTAR\n",
      "PYITDVYAR\n",
      "FVANDKINLHLR\n",
      "PKPEAVLEK\n",
      "AENPDVYFQHR\n",
      "PAKPINFVFHGGSGSSREEIR\n",
      "PAPFLIHQESDVIVR\n",
      "DHVKVEGR\n",
      "EYANSHGR\n",
      "SLLPTTHIAVLYTDTINPR\n",
      "SGYLPEHTLESK\n",
      "ATQGDPDAEVNR\n",
      "VKPGVVTGEDVQK\n",
      "GADAVIAEGMEAGGHIGK\n",
      "FGPFKPAPHIAELPAEK\n",
      "TAIQIAEHIFGGK\n",
      "VSVFAGFNSEAALR\n",
      "ASLGDLFVNDAFGTAHR\n",
      "EGQVIAQYLHGAK\n",
      "PAEAAILMGPLGQDAQIK\n",
      "MGFIGGTPDKPAPISK\n",
      "VNDEGKLVLTSR\n",
      "GLMTTIHAYTGDQMILDGPHRK\n",
      "VDAGNMPHDR\n",
      "PNDPQKPFVTSGIR\n",
      "MSDITPVYLKPTR\n",
      "GETILDNISFILRPGDK\n",
      "GEVGNSEHMLR\n",
      "ALLIGHNVQALAQDLIK\n",
      "PALTEETRR\n",
      "ALQVVGTKPGLK\n",
      "LGNIIAEVFKR\n",
      "AAEQFGDEQVHIWR\n",
      "SLPGAFTPTCSSSHLPR\n",
      "ELEYLIGLSAHLK\n",
      "TIHTAKPGMVIGR\n",
      "APILDQLAEEVHEDDLK\n",
      "IAGEGTYMSR\n",
      "HAAEEMQHMR\n",
      "DLLIHEGPACAAQQHAAK\n",
      "PAQSAVENKPK\n",
      "LQVDHIGIGVNDLAATK\n",
      "YIEASDKVEAR\n",
      "ELATHTEIENLKK\n",
      "TEAIHTPFMSDR\n",
      "VPAILEAVEATLGR\n",
      "PDGTVFDSSVAR\n",
      "AVLAPGDLVLFDR\n",
      "VEGVNTVKR\n",
      "IHEGAACDAQK\n",
      "TTIHIQELSCVAR\n",
      "IINATALAHEIGLGQR\n",
      "PEYALNPHDANIEFVR\n",
      "TIVHVIDTR\n",
      "THEGVIQNHEK\n",
      "PMIATLNDFR\n",
      "YLTFSTVGGK\n",
      "VRMPLAETQMATVLSNAD\n",
      "LATIETFLKDR\n",
      "ALGIEHLPEDEIVEEQKVK\n",
      "SEQEQQQPIFNVER\n",
      "SQTNELEIMER\n",
      "GAGTGSAHNQLVACDAVR\n",
      "GGVHHTVHGR\n",
      "SDAILREEIAK\n",
      "PVAVAAAGAADAGAAK\n",
      "PLGGATEVLGGHK\n",
      "DMHLSTMAQNVR\n",
      "GLLDDVTGK\n",
      "TELNTVKPDESGK\n",
      "VFSLPGAFTPTCSSSHLPR\n",
      "ALGIQHLPEDEVVEEQKVK\n",
      "PANIVYQDELVTAFR\n",
      "LVAHVYNYKG\n",
      "PLEIVPLKDPK\n",
      "NLAEHAGYPVK\n",
      "YVGVDKDNLSEFLK\n",
      "GPMTITMLLHNTVESAK\n",
      "PTSGARPDVLGAIAGAK\n",
      "IVELPHEMVHDEVHR\n",
      "DITNQLYKVIIFHR\n",
      "SGTALSPSPDGLKR\n",
      "DAAVELVQDKPYYLASHVISR\n",
      "PGQYVPGNMYFTTTR\n",
      "PLGFPESFFAEGK\n",
      "QDPIADMLTR\n",
      "TTIHSYTNDQQILDLPHK\n",
      "PEFHIPHGR\n",
      "PTELSHINKR\n",
      "PNANAIANVFK\n",
      "CEGMNIFDLLHYDK\n",
      "PNEIVEQGSLAPMLEK\n",
      "AINPEFFGDPAEIKK\n",
      "TSVVVVGTQWGDEGK\n",
      "SIKNDEKK\n",
      "GLGNIERPVPLK\n",
      "PGTPAADMPDDVTEEEK\n",
      "SVLQAEFLAK\n",
      "AEDEHVVSLER\n",
      "PHFGYADR\n",
      "YDHEEFER\n",
      "AKPGLDGHDR\n",
      "FWNAHNNVLEEVAK\n",
      "LAVDPDGEMRR\n",
      "DEVEIVGIKPTAK\n",
      "SAHAAEEMQHMR\n",
      "YGTGCFMLLHTGDK\n",
      "VASDSVAKDELRK\n",
      "ACQALDLKPENHELGK\n",
      "GPEFHIPHGR\n",
      "IKPGQYVPGNMYFTTTR\n",
      "ALEATLAAITGSLK\n",
      "AEILEQMEHAEVR\n",
      "LAITGTHLSHPK\n",
      "PSTDAAEVLGNISR\n",
      "IDAIASAAELNKK\n",
      "PLAIHGVVVK\n",
      "NTAHVEYETAKR\n",
      "ISSKDEVTFPIHYSCFTVNGWTTLR\n",
      "PCGDGNAVAAAR\n",
      "NGGAHSAVVTAVSK\n",
      "TNITTSLFQEMVQAASTR\n",
      "SYGTIVSVRPVK\n",
      "PVDIHPEEGVSAAEVIMTVLHAGGK\n",
      "EETEAGWRAALVAER\n",
      "EEAPAPGITEEVRR\n",
      "NGLGIAILSTSEGLLTDKEAR\n",
      "SALSDLETAAKGEDK\n",
      "GVPATILANYLR\n",
      "TLGGKPYSTLTEFIQHSK\n",
      "STAELVEKENELKQELFNLR\n",
      "PSKPYTAKPLEVR\n",
      "LGGKPYSTLTEFIQHSK\n",
      "ETRPLSATKR\n",
      "EFIEDDKQGIIR\n",
      "DIGDIIGVEGHVFK\n",
      "PGAVEFNNYVNTHGGK\n",
      "GIEFDQAYTSVLKR\n",
      "PWVFSWSQSR\n",
      "TVALHAVAEAQK\n",
      "IGGDGSYHGAMR\n",
      "ACEGMNIFDLLHYDK\n",
      "LPVLWSLFPNHR\n",
      "TIIGNANPSDKVR\n",
      "IVAVGLPSEMMDLSIVK\n",
      "LAMTWAYSPSYGK\n",
      "PELAAEFTR\n",
      "GGKPYSTLTEFIQHSK\n",
      "DLLIHEGAACDAQK\n",
      "PVIPEVVNQVCFK\n",
      "SMHIAAMKPTVLSYK\n",
      "ANIALVHYTDGVK\n",
      "IAHDISAFSFVAMAQAAR\n",
      "FAQHADYLEQDLAMTK\n",
      "VNGNPNVKPATR\n",
      "SELLEKPVTFVPETR\n",
      "IEDDKQGIIR\n",
      "PTPNIFTGVENLHGR\n",
      "AYTIEEEQELNQLK\n",
      "PSLEVIASLKPDLIIADPSR\n",
      "LGIQHLPEDEVVEEQKVK\n",
      "LNSFHPGLLIIAIGSLILILPAK\n",
      "SKPNDDVVDAEFEEVKDNK\n",
      "IALGTSDGLKR\n",
      "PEDAHILSVVDGSVVGR\n",
      "INTAHVEYETANR\n",
      "LNVLHIIAR\n",
      "SQGNLYILSAPSGAGK\n",
      "PAAASTVIKK\n",
      "LFQDLAEALKDDER\n",
      "PVVALVGRPNVGK\n",
      "PSGETLEAAYVSATATIGEK\n",
      "SAFDEITASKPEK\n",
      "DFLNHHFANLQTK\n",
      "TPMTPQAKVAEAITR\n",
      "VANTHDTILCFSSR\n",
      "LQTHEGAIK\n",
      "LSEYDFPGDDIPVIQGSALK\n",
      "AILNHFLDGFR\n",
      "ESFDVALRR\n",
      "TIYADNSYSIGNTPLVR\n",
      "PEEFDQAVR\n",
      "PLEVIMDQIR\n",
      "DAGDIASETIESIAAHR\n",
      "INLAEHAGYPVKEK\n",
      "VSYGEEKPAVLGHDEAAYSK\n",
      "IQGLAKPVHDLSR\n",
      "PTPAFISIEGSNQGK\n",
      "HPSLHTVYR\n",
      "AFTDPHTLVAR\n",
      "PDLDAHLVGEGIAR\n",
      "PFAPGANPMHGR\n",
      "STSEGLLTDKEAR\n",
      "GLPPGGVDPSGVQGPD\n",
      "TSAATTAQWNNHR\n",
      "PVVISVYEDR\n",
      "QGVSCHGSAPER\n",
      "YSDNEEEKVITR\n",
      "YAGFATAEESNKR\n",
      "TINTAHVEYETEAR\n",
      "FEMIIEEFKK\n",
      "PFTAPFAWSGAK\n",
      "AFEFANNRK\n",
      "VDMPGHADYVK\n",
      "PGAFTPTCSSSHLPR\n",
      "GFTEETVR\n",
      "LEGAKPELEITLK\n",
      "LHHEGAGHTLAIHSQNEEIIR\n",
      "LNLNELKDKIENIGAQFK\n",
      "DNDRHKVER\n",
      "VNEVDHVNR\n",
      "PSFDIVSEITMHEVR\n",
      "VIGDALSNIFR\n",
      "LGAGYITIAEHYISYR\n",
      "YAPPLTTIHQSK\n",
      "LGSGDAELAAFTTAR\n",
      "EQQALQKEEDEASR\n",
      "VLPNPNYGGFEGGLAK\n",
      "NFSHGTPDDHIGR\n",
      "IITLHAPFIK\n",
      "PFAAQMAAEQAAK\n",
      "DLFTELDLLKR\n",
      "IAAGHHYQEAQHSEVFGVTAK\n",
      "TDSIHSSITPVNIEEELK\n",
      "PEEGYGEYNENMVQR\n",
      "NIALVHYTDGVK\n",
      "AKPGTITPHTK\n",
      "PPLSPILQR\n",
      "VATAEAEEIKAK\n",
      "DVQNVESLIKDK\n",
      "PFLMPVEDVFTITGR\n",
      "YPIYHIDNIVKPVSR\n",
      "FLGLANEVADFAAAHK\n",
      "GQPADAYDHVTDR\n",
      "PTIALVGRPNVGK\n",
      "TGIHNEDTIEQYR\n",
      "SIHYGDSDDDILAAK\n",
      "GFNGVEDSAFYLKK\n",
      "PILDQLAEEVHEDDLK\n",
      "DEALSWHKR\n",
      "PYIEKDLEGFK\n",
      "GENYEHTTMYKEFADEAEKEGFAK\n",
      "NVPHIFAIGDIVGQPMLAHK\n",
      "TGAGTDHIVIEGVER\n",
      "DDHIANTPK\n",
      "DLTNEVAAGDVVEAK\n",
      "GALPYPPGVLCVVPGER\n",
      "TSEALGMIETK\n",
      "NPHDANIEFVR\n",
      "PVDHPHGGGEGR\n",
      "YYLGPTPAKPGDPIGSAGPTTSGR\n",
      "GGFVIAGNSHAATK\n",
      "ANVTLFDQTGK\n",
      "PMMFDIAHEVGK\n",
      "AVLNADLDLIENACKK\n",
      "LNQLVADLSQQSVIVHQAHWYMR\n",
      "ADDLMMHIHR\n",
      "SVLEMFFSTHGAR\n",
      "VESGDKKPIK\n",
      "AMVFISHDIQTVR\n",
      "TLEVWQHIR\n",
      "EPQLNYQQLLTQR\n",
      "GADALGPLIQGLAKPVHDLSR\n",
      "PTPEEALAELKK\n",
      "EYVDYKDTELLSR\n",
      "DGMEAHGNSQIVR\n",
      "FPDKPITEKPLEVR\n",
      "DGFCGASEKDR\n",
      "TTHDNPTYEK\n",
      "PCLNMLNR\n",
      "IMDNFDSPFLYNRPSLDVEGVKK\n",
      "DSAHKEGK\n",
      "IPLSQGDVHFVK\n",
      "ENALDKDAQIK\n",
      "LEGMNGKPVVVR\n",
      "SNIYDLANELNR\n",
      "LILGLDAPEDKFK\n",
      "PVAADLAAK\n",
      "EVEIVGIKPTAK\n",
      "FPGESAEEKDHVK\n",
      "LVVDNLKDGTK\n",
      "ASFDEITGVGHR\n",
      "ETNHAFSMESK\n",
      "QPMAIELIGALK\n",
      "VADLYTAHIALHQVHWYMR\n",
      "ITLGGKPYSTLTEFIQHSK\n",
      "HPIAMDQGLR\n",
      "ETVLYVPQDDRPVSLQYTVDTAR\n",
      "GPAASMPHEIIEAFGYLK\n",
      "IAVGAGALHGLGYGDNAK\n",
      "PTINQLVR\n",
      "LEAMQSDSGQR\n",
      "ILIPTSAEANLVAALDAAK\n",
      "PLIHVELVEGR\n",
      "SVYEHALEEITR\n",
      "VVEVMQHLGDDTVR\n",
      "GVGPSSSHTVGPMK\n",
      "TIPHELAYGER\n",
      "ESYGATMFNVLTGFK\n",
      "GNIHVPIGK\n",
      "LAFEFANNRK\n",
      "ITSSSGLKEEEIDR\n",
      "LGGEELSEEEIKAGLR\n",
      "SEYDFPGDDLPVIQGSALK\n",
      "GTVPHSGFGLGFER\n",
      "GFANIHPLQDEK\n",
      "PAVVESMKK\n",
      "CNVGKPQVAYR\n",
      "VMTDPIADMLTR\n",
      "PLEGLVMGTR\n",
      "VDHIGIGVNDLAATK\n",
      "TDHILFIASGAFQVAR\n",
      "GLGEDHPFNLTNEK\n",
      "PHLGYETASALAK\n",
      "TEGQEVIVQVNKEER\n",
      "STAHVEYETETR\n",
      "VILEEGNEFAALSAR\n",
      "VVVAALHELAK\n",
      "PLAVLSAMQEASKR\n",
      "ATPANKEDENIK\n",
      "TEKPMAAILNNLSHTTIAILSEK\n",
      "ADTADAAEWSHK\n",
      "ISPVHTTESFLK\n",
      "PFVGEPGNFTR\n",
      "NATALAHEIGLGQR\n",
      "VGLTGDEDRLK\n",
      "PSQEEKDYLK\n",
      "GVGGGGNNAVNR\n",
      "LIENLSTKHPTLSAK\n",
      "ALILGDNIYHGPGLSK\n",
      "PGVTLLDHSSDASHNR\n",
      "LAGGQPVSIANMK\n",
      "NTTNSHATLVK\n",
      "VLAKPGSIHPHTNFK\n",
      "PESTQHITGIEPEMLR\n",
      "LVLNHCELIR\n",
      "FTIHNLAYQGQFAHR\n",
      "ALTPAGVHSLVGK\n",
      "PAQAQAVHAFIR\n",
      "THPIHVFSEIGK\n",
      "NALAALYDHSLSDVVR\n",
      "ISAVELTNAVIAHK\n",
      "LAYGLDKVDHEEK\n",
      "ATSMVIGTQWGDEGKGK\n",
      "GLYAEGDLGLSR\n",
      "LGNIIAEIFKR\n",
      "PILSAGAPFK\n",
      "ALEIFEYLEK\n",
      "IDLICPFAK\n",
      "AAFTDPHTLVAR\n",
      "ALIWGVKPVIVDR\n",
      "PQLNYQQLLTQR\n",
      "VPSDVPDTTRPLAAIDDDAK\n",
      "VIHGDKGSHATK\n",
      "FPGESAEEKDHVKR\n",
      "PVEDVFTITGR\n",
      "IFPEIDYDRVDK\n",
      "ILHWDAQANK\n",
      "FQTHSPAVDSIVVKR\n",
      "FVVKDHAK\n",
      "KPEAGHFVK\n",
      "TPAQAQAVHAFIR\n",
      "WAQVMDLNKQER\n",
      "PNEGPDDLYAK\n",
      "VFESLRPTPELSFAVR\n",
      "QTATGQLQQTHQAK\n",
      "SLNIETTQGLER\n",
      "PPATGIVHQVNLEYLAPVVHAVK\n",
      "TGENLLVLLEGR\n",
      "ELITDVHSLAR\n",
      "VTLHTNFGDIK\n",
      "GIAIISTSEGLLTDKEAR\n",
      "ALASLAMLTGNLGK\n",
      "FGPGANPMHGR\n",
      "EAATDVATFAPSNK\n",
      "NVGTMGHVDHGK\n",
      "TIGNAVSLNHMYADTR\n",
      "IATACDEILAGK\n",
      "VNVGTMGHVDHGK\n",
      "TGDGIIASLAVLSAMVQHR\n",
      "DVGAIEYIHKR\n",
      "PAVNPGISVSR\n",
      "FEDEPVSEDVKQR\n",
      "PYAGNIVTNDIAHACTVSR\n",
      "LDHLNNALQAK\n",
      "TNSVFQGR\n",
      "AFAQHADYLEQDLAMTK\n",
      "PVVIEQTSR\n",
      "MAINPEFFGDPAEIKK\n",
      "MTTIHSYTNDQK\n",
      "CQEMHDLYVSR\n",
      "IGGGVIPDADIPGLKK\n",
      "PAVEILEKR\n",
      "LPLYAEAVQADLKK\n",
      "AMNSILGLFAQSPLKPLQK\n",
      "LANEVADFAAAHK\n",
      "PTSANFSTDLHSLGQFIQEGTR\n",
      "FMAKPGQVER\n",
      "GSFLGTLSPLKPGELGAK\n",
      "LIWGVKPVIVDR\n",
      "ELPYIEKDLEGFK\n",
      "STHPIHVFSEIGK\n",
      "ASVLEKDEYKK\n",
      "SADNAGKVPEAVAK\n",
      "DIPLEKMEAELGLAGADS\n",
      "ADLYTAHIALHQVHWYMR\n",
      "AVINFEIFK\n",
      "IFPEINFDDVDKTR\n",
      "GAELAFTYLNDKLQPR\n",
      "SDVYLPDAHEMR\n",
      "INALAMLASK\n",
      "PIVEPIGGHAVFLDAR\n",
      "STPDDVNEAIEVAHK\n",
      "LTDPVMLAHLLK\n",
      "SAGEFAEGSMKPK\n",
      "VIDRFDAK\n",
      "LGPLHITSDEPGHFR\n",
      "SIQLLNIGFGNMVSANR\n",
      "AFINAGYIFQNHPDR\n",
      "AKPGSINPHTK\n",
      "PINFVFHGGSGSSR\n",
      "VNHGHILVDGK\n",
      "SENIYGIHAVNSILANSPER\n",
      "AVGECASSGLHGANR\n",
      "PATILANYLR\n",
      "ARAHASLPR\n",
      "DADLWNAIAKEEER\n",
      "DPKTGKTDMK\n",
      "IGPLHITSDEPGHFR\n",
      "PLNLYNAVVVATDKK\n",
      "IGTDYVVIGHSER\n",
      "LDLSHALAFTSPK\n",
      "DKPITEKPLEVR\n",
      "GGGVIPDADIPGLKK\n",
      "GLTVADLQELRK\n",
      "VIAKPGSINPHTK\n",
      "PGIHHTMGGLK\n",
      "VAADFGQEVADKVR\n",
      "PILGLDVWEHAYYVK\n",
      "EGALPYPPGVLCVVPGER\n",
      "DDLMMHIHR\n",
      "TNEQIIEAIASK\n",
      "IDAMEHPEEYPQLTIR\n",
      "DLVAHVYNYK\n",
      "TALNVVEGMQFDR\n",
      "GVVTQYAAHSLLR\n",
      "SESFAQLFEESLK\n",
      "LNLVRPEYFIPVHGEYR\n",
      "THENVIEMR\n",
      "ENSIQSVIHFAGLK\n",
      "FTDPHTLVAR\n",
      "QVPADKYWAAQTER\n",
      "VAGEEGDDVTQDIFTGAK\n",
      "TVASFDEITASKPEK\n",
      "NAEHNDGADIDDLK\n",
      "GGGIANTFIAAAGHNVGK\n",
      "TITSAATTAFWSGMSQQFPQHR\n",
      "SITVNQIVLHQLVK\n",
      "LEATLAAITGSLK\n",
      "AEAGDFMSLC\n",
      "ILYIIRPNIDEAAK\n",
      "PLLLELNENDPGILVTQSVHK\n",
      "ATIGNAVSLNHMYADTR\n",
      "EGDDVTQDIFTGAK\n",
      "INLAEHAGYPVK\n",
      "DCNVGKPQVAYR\n",
      "VYKPETSGR\n",
      "PYALTHLEDVR\n",
      "GENATAIGHGSVSSGR\n",
      "YAFAQDFTVEGGSLGEMHAAK\n",
      "TSLLEVPAAFK\n",
      "PCSPLLLTLNENDPGILVTQSVHK\n",
      "ESAIANAEHNDGADIDDLK\n",
      "LFSALAEVSR\n",
      "PADVVEHER\n",
      "ISTSEGLLTDKEAR\n",
      "GYSEGTVPLHTLR\n",
      "DILEEVIKEHPVLLNR\n",
      "AINLVDPAAASTVIK\n",
      "AMAVNSQVMLIDEPTSSLD\n",
      "SQAFWQEWKK\n",
      "PTLIEVMAEAGK\n",
      "SSLKDIER\n",
      "TSQEFTHYLEELTK\n",
      "IEYVEKPVIVYR\n",
      "GGAVDNPERPFVAILGGAK\n",
      "VTTIHEVK\n",
      "LLSHAGSEK\n",
      "NLAEHAGYPVKEK\n",
      "YADADKVEVR\n",
      "GFDVIVEHDAGFK\n",
      "VDYAHTPDALEK\n",
      "HEGVIQNHEK\n",
      "LSTFAGMYSAVTSHR\n",
      "ADEAEKEGFAK\n",
      "AQPLWEGLSVDK\n",
      "STQFVYTMHR\n",
      "STLEIKDLHVEIEGK\n",
      "EVIQDGMFDLIDAGK\n",
      "LSAHAAEEMQHMR\n",
      "ASVVVGVTGGVAAFK\n",
      "HGNRDHRGQQAQSAPAAAAQDAAAPAVPAD\n",
      "EDSENITHQLR\n",
      "SGADALGPLIQGLAKPVHDLSR\n",
      "STHSEGKEPHR\n",
      "FADEAEKEGFAK\n",
      "PHVNVGTMGHVDHGK\n",
      "LLDHNANVVEIAQR\n",
      "TINTAHVEYETAK\n",
      "PAPAAAAAPVPAGAETVK\n",
      "PGAINGDVIVKPAVKA\n",
      "EATLAAITGSLKK\n",
      "GIAILSTSEGLLTDKEAR\n",
      "LEAGVHFGHQTR\n",
      "PMENVNVGNIHAAPGKDK\n",
      "PDHYEEAR\n",
      "QAGATPIYLETAR\n",
      "ISTAHVEYETETR\n",
      "AAISGQKPLVTK\n",
      "PLEDVEVETPLTK\n",
      "LFTELDLLKR\n",
      "FLMVKPDGVQR\n",
      "PCGDGNVVAAAR\n",
      "NPDHYEEAR\n",
      "VFYAVNTDAQALRK\n",
      "AITAITSVQEFDEK\n",
      "PTEGEFKPEDSLQPVVDYLK\n",
      "FTPGTPTSDIVNFIKENVK\n",
      "PFFRPEFLNR\n",
      "PAESELALYDIAPVTPGVAK\n",
      "LLADPESVKK\n",
      "FNVPVKDGVITNDNR\n",
      "TAWHEQIVEEASR\n",
      "LNNMVIGVSEGFKK\n",
      "IGSLVADFHR\n",
      "SYFSENEIAAAMTVK\n",
      "SFINESLLEGAVDALKR\n",
      "VFVGAHGNSIR\n",
      "FIFGYNASTSHPIVAR\n",
      "ATSMVIGTQWGDEGK\n",
      "EATLAAITGSLK\n",
      "PDELTVALVKDR\n",
      "GALTVAVVTRPFGFEGSK\n",
      "FPTTKPIETIDK\n",
      "SMASDGGSLKR\n",
      "AAEGVVQSYIHAGGR\n",
      "FDTVAQELAAGGK\n",
      "PNFLLVPIGTK\n",
      "ADHPEVFDEIDR\n",
      "AEDLLEDYKK\n",
      "PTAAALAYGLDKVDHEEK\n",
      "AACGAGVNSSHQIK\n",
      "VDSLPEKQQEQAR\n",
      "VPGNMYFTTTR\n",
      "PNFVGQTIAVYDGRK\n",
      "NVIDTPGHVDFTVEVER\n",
      "STVSYGEEKPAVLGHDEAAYSK\n",
      "SIFNYAHLPSR\n",
      "AYGLDKTDKEEK\n",
      "GNEQHGLVNLGK\n",
      "PLVEDYEKFK\n",
      "EGASHSSKEER\n",
      "PVGTIIHNIELKPGK\n",
      "AEEYLGEKVEK\n",
      "NNMVTGVSEGFKK\n",
      "SSGMNVSHSHIR\n",
      "ITSDSHPFYTGR\n",
      "GFATAEESNKR\n",
      "TEINETLLR\n",
      "IIRPNIEEEAK\n",
      "QGIDPVSLIAFDK\n",
      "INTAHVEYETAK\n",
      "TGTENPTEMTHFVR\n",
      "PPHAGLAFGLDR\n",
      "VLYTGATVEEAIQK\n",
      "GLANEVADFAAAHK\n",
      "ISDGAETPHDILR\n",
      "AFLPGSLVDTR\n",
      "VFAAVTEYLSKGEK\n",
      "PEQLKEDEIR\n",
      "TPGLIDCHTHLVYGGSR\n",
      "TTEHFEELNDQQIIR\n",
      "IAFDGHIDTVGIGNR\n",
      "DGDIGDSHVGLQAR\n",
      "DFLNHAFYNYLPSDKR\n",
      "PGANPMHGR\n",
      "EVPMVGTTIPHEVLSEFGGAK\n",
      "DMHLSTMAQNIR\n",
      "TELKPFHSTEIYR\n",
      "GAQLQTDQAEADKK\n",
      "PVAEFQNAQGELEVK\n",
      "VVDPHKEQIAVK\n",
      "QALEILTFTNKK\n",
      "VQEMFSYADGCTMSGK\n",
      "PSAVLVNEVK\n",
      "TAVLQSTHFVVR\n",
      "TMGHVDHGK\n",
      "INTAHIEYETANR\n",
      "VFAFHPSAQQSSAHAAQIVR\n",
      "PDAAEELFAK\n",
      "NFSHGDHEEHLAR\n",
      "VAFPGESAEEKDHVKR\n",
      "EITSDSHPFYTGR\n",
      "PVGTLIHNIELKPGK\n",
      "AELLAENLGVEK\n",
      "RIVKIFNK\n",
      "PVGVTDLDGNYTINVPK\n",
      "TYADADKVEVR\n",
      "PSYDVESFVNSIEKPR\n",
      "ALIYDNRPYK\n",
      "ETDGYNAIQVGFDDKR\n",
      "PGYKPLPAVPYTAGDMAQQMPVSK\n",
      "EGMDGKPVVVR\n",
      "PACLNYHGFPK\n",
      "GDYTHHGNFQGTK\n",
      "FVAKPETVKR\n",
      "PMMQAIHNTVEAIR\n",
      "PIDAVVADAFSNDANTK\n",
      "YADGCTMSGK\n",
      "LALEGKPLATMK\n",
      "IDHMVAEFKK\n",
      "FTMVDYDKFTIHPEIQGNLR\n",
      "EYWVAVVKPGR\n",
      "PETIDGKPWESYPTEK\n",
      "GPLHITSDEPGHFR\n",
      "GYITIAEHYISYR\n",
      "ALGTSDGLKR\n",
      "IASFDEITGVGHR\n",
      "QVIGFGTFEVR\n",
      "TIHPEIQGNLR\n",
      "VTIVATGLGDVVAAEPVVIAR\n",
      "YTPLHGTGEMLAR\n",
      "LNALLTPGDIILYDR\n",
      "TNDMFSLK\n",
      "QYVVTGLEMFR\n",
      "ASKDFHVVAETGIHAR\n",
      "ALTSLEIKDK\n",
      "PTWLEVDSAK\n",
      "TGVGVPQITAIADAAAALKDR\n",
      "GYVVLGHSER\n",
      "TPVSTMLEHVLMSR\n",
      "GATFKEDAGR\n",
      "GISAHIDAGK\n",
      "PIVEHIQEAAK\n",
      "DENIAFINAGYLFQNHPDR\n",
      "PGFPIVLHGGSGIPDDQIQAAIK\n",
      "TVAVVTRPFGFEGSK\n",
      "EEYIPHADLR\n",
      "SDIMYPVSFGNLMNHIMTEYK\n",
      "PGNIVYTPLVK\n",
      "HTAKPGMVIGR\n",
      "MTTIHAYTGDQMILDGPHRK\n",
      "LIPTVIEQTNR\n",
      "DYMLLHGVTTVEAK\n",
      "QTALNVVEGMQFDR\n",
      "AKPEESYEELEK\n",
      "AFAQFASDLDDATRK\n",
      "GQATLLHSLPNLAAK\n",
      "SIHIAAQQGEIADK\n",
      "NFENTDPHEAAR\n",
      "EMVYKPVEQPVEAPNPNLK\n",
      "VPATILANYLR\n",
      "LLGVVKDELDKLK\n",
      "YIIRPNIEEEAK\n",
      "ATFYVPAVNLIGK\n",
      "PLIASSIMSK\n",
      "ESSVDDRPMK\n",
      "KPTSGARPDVLGAIAGAK\n",
      "PAEAAILMGPLGQDAQIKR\n",
      "GLVEPLRELFK\n",
      "LLLTEVAAHFKNEGK\n",
      "AAQELAEADKIK\n",
      "SYPIYHIDNIVKPVSR\n",
      "VAELAEDVKEK\n",
      "VIVSPETVDDLSAIK\n",
      "ADAFGAYLHMGGR\n",
      "SELLFNELPRPTFR\n",
      "GADFLYSVSTLHDR\n",
      "PIMCGSATSR\n",
      "LDIQPSELHQR\n",
      "DCSPLLLELTPDDPGIFVTQSVHK\n",
      "PVLCGSSYK\n",
      "PSGASTGEYEAVELR\n",
      "GPTPAKPGDPIGSAGPTTSGR\n",
      "AEIGVLEGYK\n",
      "IMSTPDDVNEAIEVAHK\n",
      "TNLSTDLHDVEK\n",
      "GVDTSHLITDKER\n",
      "APQENTFYAGVK\n",
      "IGSFLGTLSPLKPGELGAK\n",
      "NEALIHQVVVAYAAGAR\n",
      "QEMHDLYVSR\n",
      "FSYADGCTMSGK\n",
      "PVGTLVHNIELKPGR\n",
      "LIFPEINFDDVDKTR\n",
      "IDGDIGDSHVGLQAR\n",
      "EVGEGIEKKEEDFAAEVAK\n",
      "IVAKPGLDGHDR\n",
      "TTAHPSSQAR\n",
      "IAKPGSINPHTK\n",
      "NTAHVEYETAK\n",
      "TVEDSEKEVSR\n",
      "GQKPQVAITLPLLVGLDGEKK\n",
      "NGLGIAIISTSEGLLTDKEAR\n",
      "NVGSMAHSTGK\n",
      "PGGDEIASMIHVAR\n",
      "FADDLMMHIHR\n",
      "MHDKGPTR\n",
      "YFLIHETQEEDDDRTR\n",
      "GSLIMTHGDEK\n",
      "VGTLIHNIELKPGR\n",
      "SEFTFEIEEK\n",
      "VIPHVVFGGK\n",
      "SLTNEQIIEAIASK\n",
      "TLDRPALLGR\n",
      "YGAFVHDIWR\n",
      "FIEEYLDEANIR\n",
      "APPLTTIHQSK\n",
      "LEETTSEFDKEK\n",
      "PILEQLAGEVHEDELK\n",
      "LGAIVVRPEEGETVVEAIHR\n",
      "LDLLNHSILR\n",
      "TLGGAPYSTLR\n",
      "SLIMQENAK\n",
      "IGSVSEHIIR\n",
      "GIDVAGSTGIGHTR\n",
      "GLQATTSHWITNR\n",
      "PFGPGANPMHGR\n",
      "QLHDVLIRPVITEK\n",
      "NEVADFAAAHK\n",
      "GMEAHGASQIVR\n",
      "AIASAAELNKK\n",
      "LNENDPGILVTQSVHK\n",
      "IGGTPDKPAPISK\n",
      "LLFPLMKPEAPK\n",
      "PLCMGESNTLNQR\n",
      "ENRPDWCISR\n",
      "FDSGLGISLFR\n",
      "VPSGASTGEHEAVELR\n",
      "LQMHANSR\n",
      "LQYFISTHGAR\n",
      "SQEYLDFELPIAELEAK\n",
      "DGSSTNFDLYKR\n",
      "SSAIDKAETK\n",
      "EEGQALLAAFNFPFRK\n",
      "AEIENDPELDEEGRK\n",
      "FSNYRPQFYFR\n",
      "GPGWYMLVDKEK\n",
      "PVVEQITDHIR\n",
      "NDLTDPVMLAHLLK\n",
      "LVDPAAASTVIKK\n",
      "PTYTVEEFVQSLEKPR\n",
      "YGIEHPEAGVALR\n",
      "PYVKPGEDIAFYGYPDKK\n",
      "PGYEAPVYIAWAGR\n",
      "PGSLVDTRPAR\n",
      "SLTSQLITETFPDLDKVER\n",
      "DPVMLAHLLK\n",
      "VFHPLDKENIR\n",
      "LGVIGSAAGLAYGLSK\n",
      "SMQDPIADMLTR\n",
      "GVVQSYIHAGGR\n",
      "GDALDLSHALAFTSPK\n",
      "ELNENDPGILVTQSVHK\n",
      "VDLIYEGGFKK\n",
      "QFIDHTKTDR\n",
      "VGQLGQVLGPR\n",
      "DPDWLNKPYDK\n",
      "FIDAEHALDPIYAAK\n",
      "CTHMADLDFGK\n",
      "QTDAPLKR\n",
      "THIIVATHGK\n",
      "AALYDHSLSDVVR\n",
      "GLEDHFMGK\n",
      "THVINLDGEHLTLEDVIAVAR\n",
      "PYPPGVLCVQPGER\n",
      "VGTETNPLKK\n",
      "PIILTGDRPTGK\n",
      "YDGSYHDVDSSETAFK\n",
      "DSTHSPSVTPQHR\n",
      "AFANCDLGVLPAEKR\n",
      "ALLNYADGEKR\n",
      "IHPIAMDQGLR\n",
      "EAGVHFGHQTR\n",
      "PFWEDQIAPAMLSGKR\n",
      "ISPHVNKDAR\n",
      "YENPGGSIIMYAHR\n",
      "FSLPGAFTPTCSSSHLPR\n",
      "AASTMEIGQYEEVPPNIAQEIIEKR\n",
      "TIHSFDPCMSCAVH\n",
      "AVGLPVETMDLNIPR\n",
      "VLLHHVMAALR\n",
      "NAGVHFGHQTR\n",
      "TNPVNTTVAIAAEVLKK\n",
      "AVIDGHDGMGQLLGHK\n",
      "PVSTMLEHVLMSR\n",
      "AFDGHIDTVGIGNR\n",
      "PGDIILYDR\n",
      "FDTVAEELAAGGK\n",
      "IEFEKPNITK\n",
      "LTLSTMLAEAIRR\n",
      "SIITDVYAR\n",
      "CVVGKPESTLAK\n",
      "PAVLGHDEAAYSK\n",
      "LRPGQIVSR\n",
      "ADEVESTDYNAALK\n",
      "LDADYKVEGDLR\n",
      "SAEEPSVGDMHEINLR\n",
      "IDFLLRPENAK\n",
      "PAPAPAPAAAAAPVPAGAETVK\n",
      "VDADYTVVDDDKK\n",
      "EELALISGQKPLITK\n",
      "ETIHYIGDLVQR\n",
      "TTSDFKPGLK\n",
      "FPSFIGYTIAVYDGRK\n",
      "VITATNMLETMTEKPR\n",
      "VIHDHFLDGLTDVAK\n",
      "SVPRPDLDPQLNHLHR\n",
      "PVGTVIHNIETKPGK\n",
      "PIVLVGAMRPATEK\n",
      "ADLSQQSVIVHQAHWYMR\n",
      "PSFVGHTIAVHDGRK\n",
      "GIVGSNYEQSYNRK\n",
      "ATIKDVAK\n",
      "GVNPEHPTLCPR\n",
      "YALNPHDANIEFVR\n",
      "AENSIQSVIHFAGLK\n",
      "MVGKPALPHLK\n",
      "TENNKPESQSIDEQSNNVEALLR\n",
      "EGQALLAAFNFPFRK\n",
      "PIPVVITVYADR\n",
      "TISTAHVEYETETR\n",
      "PSPTGHLHIGNAR\n",
      "WILQARPETVWSR\n",
      "AGISMLEHVFR\n",
      "PVSAPFHSR\n",
      "LGLANEVADFAAAHK\n",
      "AAAEAEELKAK\n",
      "YLQTFDFNELKR\n",
      "IDAEHALDPIYAAK\n",
      "FPEINFDDVDKTR\n",
      "PEIVGEEHYEVAR\n",
      "INAGYIFQNHPDR\n",
      "PLSVPQGAIGLFTR\n",
      "YAVNTDAQALRK\n",
      "PEVVNQVCFK\n",
      "PLLAPMSEVAGR\n",
      "TINTAHVEYETEK\n",
      "MDMMGDKINAR\n",
      "PTIEVEVYTESGAFGR\n",
      "QDNFGVVEGLMTTIHAYTGDQMILDGPHRK\n",
      "PGNMYFTTTR\n",
      "AIDFLNHAFYNYLPSDKR\n",
      "SDTFSPDDVK\n",
      "ENLIVITGGK\n",
      "CGIVGFIGEQDAK\n",
      "PEGVLEMDHMGAPFSR\n",
      "SNPLLHIEGLPPFSQIKPEHIQPAIQK\n",
      "AAGLHPSPVPYAHITTTTTHK\n",
      "NAVYEVVHSLAK\n",
      "PTEIKNNENR\n",
      "LAKPGTITPHTK\n",
      "AEGALPYPPGVLCVVPGER\n",
      "QDLVTATLTGDKK\n",
      "CDVFVMDAFGTAHR\n",
      "FHIEGDPDHPVSR\n",
      "VNHDNQITR\n",
      "SEEQIDKLRDEVGK\n",
      "TIDGKPWESYPTEK\n",
      "THWGDVEEAKEVIR\n",
      "TEAHDPQLDR\n",
      "PIFSVADLGIVGDLHK\n",
      "TIAHVIDTR\n",
      "INTSHVEYDTPTR\n",
      "PIMSPAWSPDGKR\n",
      "GLFQDLAEALKDDER\n",
      "PGFEEGIVGHK\n",
      "LVLTAVEGEPSHLWASHLAK\n",
      "SFDEEKLLDNYR\n",
      "SNLYDTANQLER\n",
      "MAANKAFTLVID\n",
      "GIGFLHDYALEKR\n",
      "NESLLEGAVDALKR\n",
      "GIQVIGSLVGTRK\n",
      "ELLAENLGVEK\n",
      "GKYEMKGEGR\n",
      "DSAEALAAANKR\n",
      "NFQADSGELIHK\n",
      "WNPQMKPFIFGAR\n",
      "LEATLAAITGSLKK\n",
      "LGQTVQAVEGDGKVER\n",
      "TIGGIYGEIVELDDEKVK\n",
      "VAVVTRPFGFEGSK\n",
      "SHGDHQEQGER\n",
      "PIITLPDGSK\n",
      "EFHVVAETGIHAR\n",
      "AAAVMGGTQSLHTNSR\n",
      "TLAMDCASSEFYNKETGKYEMK\n",
      "ILETHLGLAAK\n",
      "ANIYDLANELSR\n",
      "PTQSVLTITSNVVYGKK\n",
      "AENAEIASTALTQVK\n",
      "VMIPHVTHFDR\n",
      "MGGTQSLHTNSR\n",
      "GYGLRPEHPLEVAAK\n",
      "DTTMGFTPLSGLIMGTR\n",
      "LTPVVISNMDEISSIEK\n",
      "PVIFDVTHSLQCR\n",
      "GLFDFVSDIGKK\n",
      "EQDAQHLVDEAK\n",
      "PIIDTTYNHIYTTDAK\n",
      "QAQEILDAANKR\n",
      "TPESTQHITGIEPEMLR\n",
      "SPTGLLHIGNAR\n",
      "AFETSVSLK\n",
      "FVEGVNTVKR\n",
      "APYTLDEAHR\n",
      "VDAQAQDVVAR\n",
      "IVQGGNPAEAHPVGFR\n",
      "DIGYGLRPEHPLEVAAK\n",
      "HEGAIQTHEK\n",
      "PGLLVTQSVHK\n",
      "YGAEAEAAEAAAK\n",
      "ASENLNQSSVALTPVEATDYAESVAAYK\n",
      "MIPHVTHFDR\n",
      "VEEEAPKDLLR\n",
      "LLDEALSWHKR\n",
      "DTAPGQHGAR\n",
      "PDVAEELFAK\n",
      "AAFAIHQFFQER\n",
      "GGVIPDADIPGLKK\n",
      "EGTEVTLHRPNDSK\n",
      "IEAGVHFGHQTR\n",
      "PVILHTDHAAK\n",
      "PWGKPAHGVK\n",
      "AFEFKLPDIGEGIHEGEIVK\n",
      "LGIQHLPEDEVVEEQK\n",
      "PMLSAAMDTVTETK\n",
      "GPAASMPHEIIEAFGYLKK\n",
      "PSFVGHTIAVHDGR\n",
      "NIAFINAGYLFQNHPDR\n",
      "VMYHVGKPSDGAIR\n",
      "DGAQMSTNTHR\n",
      "AAFAQFASDLDDATRK\n",
      "DEKPSAVALNILR\n",
      "LDGIEVVGSLVGTR\n",
      "PNAVYEVVHSLAK\n",
      "TVTELKPFHSTEIYR\n",
      "LLQLALTQTKDPK\n",
      "TEQFFDKELAAR\n",
      "LGIEHLPEDEIVEEQKVK\n",
      "QVDAQYRPQIEK\n",
      "NAGYIFQNHPDR\n",
      "YGEEKPAVLGHDEAAYSK\n",
      "SEITTLQPQLLWK\n",
      "TMAAANVAHKGEK\n",
      "VDIPHTEVLR\n",
      "PNPVPTLNDQMARPK\n",
      "YATNIITCFAR\n",
      "TAGKPVVILAHMVK\n",
      "PDGAISAIHR\n",
      "FVGAHGNSIR\n",
      "IDFYHLDGIR\n",
      "NQFDEAHILIR\n",
      "NEPTAAALAYGLDKTDKEEK\n",
      "YEMDGVSEEIAR\n",
      "PPADACNTWR\n",
      "TRPLSATKR\n",
      "AVDLINMHQAR\n",
      "ANSPVMTVEVLR\n",
      "SNLQQVIEAAFEK\n",
      "VVFFNKDPGAK\n",
      "YEFLDKLVSVSLPR\n",
      "PALGFIFNTDKVK\n",
      "LAKPGSINPHTK\n",
      "DVELTAAGDKK\n",
      "SDPVTVTVTVHVNGESDNYK\n",
      "SQYEFIDKR\n",
      "PILTSYIAHR\n",
      "LDGIQVIGSLVGTR\n",
      "IFPEIDYDKVDR\n",
      "LDCAGVKDR\n",
      "QLIGGTWYGGEMKK\n",
      "GLVGSNYDQSYNRK\n",
      "IANVLAAEGYIESVK\n",
      "ALDLLNHSILR\n",
      "QTALWHIAEALVR\n",
      "TPAAISIILVNLKK\n",
      "GECASSGLHGANR\n",
      "DVQGVSCHGSAPER\n",
      "NQSILSAFGATGEER\n",
      "ALNIENIIAEIK\n",
      "ILYIIRPNIEEEAK\n",
      "AECVATIGEVGNSEHMLR\n",
      "KPIHVFSEIGK\n",
      "INAGVHFGHQTR\n",
      "VDGFCGASEKDR\n",
      "IDPNSLMLDGFSKPK\n",
      "GLFDKLFGSK\n",
      "SFAQLFEESLKGLETR\n",
      "AEQLTDQALVER\n",
      "DLIFLHCLPAFHDTNTVYGK\n",
      "NEPTAAALAYGLDKGQGNK\n",
      "IASAAELNKK\n",
      "AIVGRPNVGK\n",
      "NIGQILETHLGLAAK\n",
      "DDMLIAFTNHPR\n",
      "ELANHLDTYIPEPER\n",
      "AFINAGYLFQNHPDR\n",
      "PTTHIAVLYTDTINPR\n",
      "LETTTSEFDREK\n",
      "FLQALNTTKR\n",
      "IANMIVGVTEGYKK\n",
      "NDTTAINLHFIR\n",
      "LGTSFARPLIGK\n",
      "IMVKPDGVQR\n",
      "NVVDADYTVVDDDKK\n",
      "LIGGTWYGGEMKK\n",
      "GTENPTEMTHFVR\n",
      "FIYLGEEDKQALR\n",
      "PLMVKPSLEGSSVGLTK\n",
      "YYTHSNHPGGLK\n",
      "VAKPGLDGHDR\n",
      "FANCDLGVLPAEKR\n",
      "PLFQAFLDSHK\n",
      "VVTQYAAHSLLR\n",
      "PIYHIDNIVKPVSR\n",
      "SLEILDQLEEK\n",
      "ASMPHEIIEAFGYLKK\n",
      "PALQESPQKR\n",
      "VAKPETVKR\n",
      "DNHDSVITAHEGVIQTHEK\n",
      "SCNLLAIKPSK\n",
      "PFLMPIEDVFSIK\n",
      "QVLNQLVADLSQQSVIVHQAHWY\n",
      "TPVVISNMDEISSIEK\n",
      "ITRPPENSGKK\n",
      "IGYSFEGKPITAK\n",
      "SQYEFIDK\n",
      "FAIGDIVPGPALAHK\n",
      "IDTYHLDGIR\n",
      "PGQHGPNNR\n",
      "IEGEMGDSHMGLQAR\n",
      "AQAQAVHAFIR\n",
      "DEAVAVKPLIGGTGIAHTR\n",
      "VPGQHGPNNR\n",
      "SNNDGMALGALEATK\n",
      "LEASHHKPGK\n",
      "NPQMKPFIFGAR\n",
      "AHAAEEMQHMR\n",
      "PLTEDVVKPDQALFDSLCNQFK\n",
      "AAATDVATFVNQNSLPK\n",
      "EIALENVRPTVEVK\n",
      "ANGDVKPVATNSTAAGK\n",
      "SNISTDLQDVEK\n",
      "AAHALAIFGDHQDVMAAR\n",
      "GDGIAIRPTGNK\n",
      "TEYIVNEVQEVYR\n",
      "VGNALAALYDHSLSDVVR\n",
      "TALLPHLGYETASALAK\n",
      "AHIDAPGHADYVK\n",
      "SQHFRPEFINR\n",
      "AVIEQVIAR\n",
      "GLPEDAHILSVVDGSVVGR\n",
      "ARPYVGEPGNFTR\n",
      "LDQGLLTEDEINHILSPK\n",
      "AMAIGLKEATQEEYIEHR\n",
      "TDINTVLAELKR\n",
      "PGTPTSDIVNFIKENVK\n",
      "FDVELTAAGDKK\n",
      "PYLNPNAALLTLSYLGAER\n",
      "LDLVAHVYNYKG\n",
      "SDLETAAKGEDKAAIEAK\n",
      "SYSEGTVPLHTLR\n",
      "DFALSNCINSGLNR\n",
      "ANVVEPTLTDDLVQTLR\n",
      "VVIHDHFLDGLTDVAQKFPNR\n",
      "SMPHEIIEAFGYLK\n",
      "ALNLQDKQAIVAEVNEAAK\n",
      "SEQVFTFPTYDLAQSILGQHNR\n",
      "ASMPHEIIEAFGYLK\n",
      "VLAKPGSITPHTK\n",
      "LVLSENDKGWTK\n",
      "NAEADRKFEELVQAR\n",
      "GSSEVQIALLTAQINHLQAHFAEHK\n",
      "PIVLDIFAER\n",
      "LDNAVADLAAISGQKPLVTK\n",
      "TDPVMLAHLLK\n",
      "DFLAGAGTLALGHNHPILMQAIK\n",
      "DQFGEQFGGDR\n",
      "DAIASAAELNKK\n",
      "PGIRPGEQTSR\n",
      "SNSSCIIIAITGASASGK\n",
      "IIVGGGIANTFIAAAGHNVGK\n",
      "FGGYQILNR\n",
      "PVEVLNAVTINAAYSVNR\n",
      "DAQHLVDEAK\n",
      "LGAGDAELAAFTTAR\n",
      "AFLKDLAK\n",
      "TGTVLEHGK\n",
      "AAGIGNIHGPYPANWK\n",
      "NAMVIGVTEGFTKK\n",
      "VNAMVIGVTEGFTKK\n",
      "IDFLNHAFYNYLPSDKR\n",
      "PLIVTQGLLSHMK\n",
      "ALELFKPFVMR\n",
      "GYNASTSHPIVAR\n",
      "PFELVTPDKK\n",
      "THWGDVEEAK\n",
      "FDTYHQVR\n",
      "KIEIKEPLK\n",
      "FTPGTPTSDIVNFIK\n",
      "STTAVQTFHSPNYGTLGYIHNSK\n",
      "TVAVVTKPFSFEGK\n",
      "PTLIEVMAEAGKEVK\n",
      "GIVGSNAEFSHNR\n",
      "ANAEHNDGADIDDLKVAK\n",
      "PVAGIAGDQQAALYGHLCTR\n",
      "YDFPGDDLPVIQGSALK\n",
      "AAGHHYQEAQHSEVFGVTAK\n",
      "IGDALSNIFRK\n",
      "AEFQELNEKR\n",
      "SFSDLMLFALSSNQELAQR\n",
      "NTSHVEYETDTR\n",
      "PHLLDIQR\n",
      "AQNISAVGHGK\n",
      "PIYIDDEQKPSEELR\n",
      "EYHVIAETGIHAR\n",
      "PGESAEEKDHVK\n",
      "AYLEGQVIAQYLHGAK\n",
      "PALGVGAGNVPAYVEK\n",
      "IATVGESEADAKEK\n",
      "HQGNWKDPNLK\n",
      "GKPPVEFER\n",
      "AINLVDPAAASTVIKK\n",
      "LKPSIDTLLDKVPSK\n",
      "YLVNHGVSADR\n",
      "VITALEAALVSAYKK\n",
      "PNTLLQMLIR\n",
      "TADLLLTHFNQVFCPK\n",
      "TISQTELNQQLK\n",
      "GTEVTLHRPNDSK\n",
      "DQSTAEIVETAKR\n",
      "HQVHWYMR\n",
      "IINPAAYTHTSVALR\n",
      "ITNPVNTTVAIAAEVLKK\n",
      "NEDLIFLHCLPAFHDTNTVYGK\n",
      "KEFHVVAETGIHAR\n",
      "PIKGNDKLDVR\n",
      "CSLVSSPALAEIAKK\n",
      "EGKPWQIAIEKPTTTGER\n",
      "LPLGGATEVLGGHK\n",
      "SVTYGVFGGYQILNR\n",
      "LTFFKPALLAR\n",
      "PTTMEFVDIAGLVAGASK\n",
      "TINTAHIEYETANR\n",
      "LPYIEKDLEGFK\n",
      "SFYSEQDIAAAMTVK\n",
      "LGHEGIGIVK\n",
      "AAVTEYLSKGEK\n",
      "WKSDKEGLK\n",
      "TEDSTIADIAVATNAGQIK\n",
      "ALEATLAAITGSLKK\n",
      "LLDNAVADLAAISGQK\n",
      "QIAHGETVR\n",
      "PDEQPLIEQTLK\n",
      "SEEEVTAADLEHEKEIAR\n",
      "LVPGTGNITINKK\n",
      "PVVAPEVVSK\n",
      "PFITHHNALDVDMYLR\n",
      "HHMVDDKLHAR\n",
      "IYDKWMTK\n",
      "NEPTAAALAYGLDKVDHEEK\n",
      "YIFPPKPSMR\n",
      "PSDAQVISHALMLR\n",
      "EMALHDTEILR\n",
      "QTMEHLAER\n",
      "GIPTEIKNNENR\n",
      "DQAHALDAILK\n",
      "SGGVDANALHRPK\n",
      "PVSQLSAEHYPR\n",
      "GNTLTTDQLHSTLGR\n",
      "PGTPAADMPDDVTEEEKK\n",
      "GIDESQEEQKNAAK\n",
      "PIPALLCDFSAPVK\n",
      "VEYVEKPVIVYR\n",
      "FACEHVVHNMR\n",
      "LAACGAGVNSSHQIK\n",
      "PAGTGFAYHQGR\n",
      "YFEETAHNESAHAK\n",
      "METRPLSATK\n",
      "GMMDGVLEHVPSAR\n",
      "FGDHQDVMAAR\n",
      "EGVVHSIEYDPNR\n",
      "LAELLAENLGVEK\n",
      "AQFASDLDDATRK\n",
      "EEEAPKDLLR\n",
      "GSFDDTKVNNYGAK\n",
      "IGIAGLFLEAHPNPNQAK\n",
      "STFAGMYSAVTSHR\n",
      "QTNVSSPQKR\n",
      "ITATNMLETMTEKPR\n",
      "YEAPGMALFHIAYER\n",
      "VEQALVNNKDLAK\n",
      "FYAVNTDAQALRK\n",
      "TGNLGKPNVGVNPVR\n",
      "ANHLDTYIPEPER\n",
      "YEVPLTYHAGESVAER\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "AQVTAQLVK\n",
      "NVTDPIADMLTR\n",
      "GEVTSGTQSPTLKK\n",
      "VGKPALPHLK\n",
      "LAALYDHSLSDVVR\n",
      "IHVVDLAIGHLK\n",
      "PPQISAEVLKK\n",
      "DGMEAHGASQIVR\n",
      "YHLEETVQDLFGFK\n",
      "VDADVEDFNKIHEK\n",
      "SEIQQFSQHDIEVLNEETVYK\n",
      "DTPGHVDFTVEVER\n",
      "QLVSHGHFILNGR\n",
      "PATILVQTASK\n",
      "LDIVKPGVVTGEDVQK\n",
      "SPEIVGEEHYEVAR\n",
      "PAKPINFVFHGGSGSSR\n",
      "GYLPEHTLESK\n",
      "SLFVESSVDDRPMK\n",
      "ETDPGIRGDTATGGNKPAVLETGYTVK\n",
      "GLAKPVHDLSR\n",
      "PSYEFGSPAMASR\n",
      "AVQLLEEWLLK\n",
      "IAAEVPLYPIVHR\n",
      "ITADLLVSEKLFR\n",
      "ATAEAEEIKAK\n",
      "TPGTPTGDIVDFIKENVK\n",
      "PIGPLHITSDEPGHFR\n",
      "PNMASGNVAMR\n",
      "IGQTGNLTPADKK\n",
      "ANEVADFAAAHK\n",
      "LNATLHAVR\n",
      "SDAFTDVAK\n",
      "SGARPDVLGAIAGAK\n",
      "PFLESDPIETLENNLR\n",
      "PVVISNMDEISSIEKK\n",
      "LNNMVVGVSEGFKK\n",
      "VGIVPILTSYIAHR\n",
      "ATLAAITGSLK\n",
      "EGGQHLNVNVLR\n",
      "LNQVVADLYTAHIALHQVHWYMR\n",
      "NYITPDKVHVMMEGK\n",
      "GRPQNQIDTCK\n",
      "PQISTGDMFR\n",
      "IVGGGIANTFIAAAGHNVGK\n",
      "DGKPWESYPTEK\n",
      "NGLSYSQLMHGLK\n",
      "IPALTEETRR\n",
      "AQFIDHTKTDR\n",
      "SDITPVYLKPTR\n",
      "EFNEGDKIVR\n",
      "AGEEGDDVTQDIFTGAK\n",
      "HAHNIIHGKDDR\n",
      "GVVHSIEYDPNR\n",
      "FLLDTKGPEIR\n",
      "MLPVSAPFHSR\n",
      "ASLGDGIFVNDAFGTAHR\n",
      "SQWITEEQTPHLR\n",
      "IEVPTSGSTIPHEVIGR\n",
      "LGLLPHSGR\n",
      "IANQLFPVLCGSSYK\n",
      "PFAVPMMIANMTSAR\n",
      "PASPGNAAGK\n",
      "YGENDHEGIK\n",
      "AFPGESAEEKDHVK\n",
      "FAAVTEYLSKGEK\n",
      "GGMAAVAQSEQQPADKPK\n",
      "FDIELTSAGDKK\n",
      "DAQHMYLDPIK\n",
      "LEALDILEFTNKK\n",
      "TVSLIHPIAMDQGLR\n",
      "TISPVHTTESFLK\n",
      "ALNIENIVAELK\n",
      "KPSILGASQEFVAK\n",
      "GGAHSAVVTAVSK\n",
      "VSMPSTNRFDK\n",
      "SLGDTVEVMVLEVDEER\n",
      "VLSDIEIANSVQMKPIK\n",
      "PLIQSLTEGQLR\n",
      "IQNDILKEYAAR\n",
      "ILGDNIYHGPGLSK\n",
      "PADAIEAVFMIR\n",
      "TIHYIGDLVQR\n",
      "VRPSGTEPLVR\n",
      "PEVDKVVEAVNILK\n",
      "DLYTAHIALHQVHWYMR\n",
      "LELANHLDTYIPEPER\n",
      "GESAEEKDHVKR\n",
      "VGIGFLHDYALEKR\n",
      "QSIAKPAVQFGGR\n",
      "DFPLSSLANAGIR\n",
      "LDILLQEGFVK\n",
      "AATDVATFAPSNK\n",
      "LYSDNEEEKVITR\n",
      "GIQHLPEDEVVEEQK\n",
      "ALDAVEGGSHNYGEVK\n",
      "ALPTIAIVGRPNVGK\n",
      "LPIIAGTLLASTPSK\n",
      "TFSFDTAAAQGAIIK\n",
      "YEMKGEGR\n",
      "AGDYTHHGNFQGTK\n",
      "DETTGIGLHFIR\n",
      "ELTAEHLNPGSR\n",
      "LPISLSFDHR\n",
      "PTNEELVIAQDTAR\n",
      "DPSEHIDRK\n",
      "VVADLYTAHIALHQVHWYMR\n",
      "AGELLPGVIHVSAR\n",
      "VVEGMEAGGHIGK\n",
      "TLDATDPISGETDFKK\n",
      "PQGLTSLLAFDSGK\n",
      "QEMFSYADGCTMSGKK\n",
      "NDDAALKEFDR\n",
      "AQETIFSK\n",
      "GFIGGTPDKPAPISK\n",
      "VEVMQHLGDDTVR\n",
      "TQQILGGFPTR\n",
      "AEDVYKPGTEEVLIAR\n",
      "LAEHAGYPVKEK\n",
      "TIEALQAQFEEKR\n",
      "PQEANPSGYYTK\n",
      "PISAVIDGHDGMGQLLGHK\n",
      "PADGVEGVK\n",
      "FITEDMVGHK\n",
      "TPPHAGLAFGLDR\n",
      "EGVLEMDHMGAPFSR\n",
      "AETLDILLALRPK\n",
      "VEETTSEFDREK\n",
      "CGLVMLLPHGYEGQGPEHSSAR\n",
      "RGPAGALIAEIR\n",
      "VLVAGEGSEDELKK\n",
      "AEGVVQSYIHAGGR\n",
      "LVVAHGNSLR\n",
      "VVDWESKVDR\n",
      "LPGGDEIASMIHVAR\n",
      "MIVPAGAPTFK\n",
      "LEGQVIAQYLHGAK\n",
      "KPYQVNMDLVK\n",
      "VTYGVFGGYQILNR\n",
      "LADGAIALDYEFKR\n",
      "PLLLPVEDVFSITGR\n",
      "VAAVTDATFAEETK\n",
      "EANDDAALKEFDR\n",
      "ISLAQEGGIGFIHK\n",
      "FLDTPGHEAFTAMR\n",
      "AQPMMQAIHNTVEAIR\n",
      "GFLGLANEVADFAAAHK\n",
      "ADFLYSVSTLHDR\n",
      "NELTAEHLNPGSR\n",
      "GIAGLFLEAHPNPNQAK\n",
      "DSLPEKQQEQAR\n",
      "KGLYSESDLKQFGK\n",
      "AAVMGGTQSLHTNSR\n",
      "FYHLEETVQDLFGFK\n",
      "TIGSVVGSMGNPGQSNYCAAK\n",
      "NLVELLEAEGLRDK\n",
      "PSTPWGKPALGLK\n",
      "VEPIGGHAVFLDAR\n",
      "SGAHILITEDADEAVK\n",
      "SYTLPELGYAYDALEPHFDAQTMEIHHSK\n",
      "LTTAHPSSQAR\n",
      "LGDNIYHGPGLSK\n",
      "DNIENAIADLMAK\n",
      "AEFMTYLAENRK\n",
      "FGIIQGGVFEELRK\n",
      "DLQVSEMKER\n",
      "ADYFEETAHNESAHAK\n",
      "AELLHIINSPER\n",
      "FPMIATLNDFR\n",
      "PADAYWGIHTLR\n",
      "AEHDLDAEK\n",
      "VIHDHFLDGLTDVAQKFPNR\n",
      "KLVLNHCELIR\n",
      "GYGSQGHAHAQNLR\n",
      "TPLHGTGEMLAR\n",
      "IMNHIKEDNPIYLSMTR\n",
      "TQTMEHLAER\n",
      "APILEQLAGEVHEDELK\n",
      "LVRPSGTEPLLR\n",
      "FGYNASTSHPIVAR\n",
      "EELTLISGQKPVVTTAK\n",
      "ESGVAHIR\n",
      "NMCKPGALR\n",
      "LKPAVEGSGVAAGGAVR\n",
      "AYGTLTQLVLENRPK\n",
      "LAGEIDALAAD\n",
      "MLPVACLPVAAILMGIGYWID\n",
      "VRPSGTEPLLR\n",
      "LEAHQSQLAHTTIADLFK\n",
      "YTHSNHPGGLK\n",
      "AAICAAPIVLHR\n",
      "PLANIPVGTLVHNIELKPGR\n",
      "TLAAITGSLKK\n",
      "LIIDDHPLMR\n",
      "ETAHNESAHAK\n",
      "FQTHSPAVDSIAVK\n",
      "MKISIHVD\n",
      "NSVDDSGYEIVKK\n",
      "FAETDESVNKK\n",
      "TPISAVIDGHDGMGQLLGHK\n",
      "PGDEVPIVVGSALK\n",
      "VGECASSGLHGANR\n",
      "SGQTTSEYISHHLSFLK\n",
      "PMSVMEQVVNDVER\n",
      "PQMKPFIFGAR\n",
      "GKPALPHLK\n",
      "DFHVVAETGIHAR\n",
      "PHIFAIGDIVGQPMLAHK\n",
      "PYPPGVLCVVPGER\n",
      "VGGGIANTFIAAAGHNVGK\n",
      "SFFWNAHNNVLEEVAK\n",
      "GIANGDVKPVATNSTAAGK\n",
      "IGRPQNQIDTCK\n",
      "MLNFEIYKDSER\n",
      "IAMHIAASRPDYVNPSDVPADVVEHER\n",
      "FTPGTPTGDIVDFIKENVK\n",
      "PNPNYGGFEGGLAK\n",
      "SLVEEAGSCIAEAHK\n",
      "TTLDELKEAAK\n",
      "TEGSINPHDIMR\n",
      "ATYTTSDFKPGLK\n",
      "PQTETVWR\n",
      "AIISTSEGLLTDKEAR\n",
      "MLMEEGKYTFR\n",
      "VVAELAEDVKEK\n",
      "TSFLNHFIR\n",
      "TATNMLETMTEKPR\n",
      "DHMVAEFK\n",
      "QFGDEQVHIWR\n",
      "VEMQLNHIHK\n",
      "TSDSHPFYTGR\n",
      "VAACDEILTTGK\n",
      "IVASDSVAKDELRK\n",
      "SDLDMAVPLTFTDAAANK\n",
      "LYTAHIALHQVHWYMR\n",
      "DATDPISGETDFKK\n",
      "PGNEMTIEGECR\n",
      "GDAEDLSHALAFTSPK\n",
      "SFEEIVLGHDATIVSVR\n",
      "TYTTSDFKPGLK\n",
      "GIEIGNSLVEEDKLDVAK\n",
      "AQYSANFNQAK\n",
      "TDSQVEAQVENNAEGVQK\n",
      "LAAHALAIFGDHQDVMAAR\n",
      "VSEFFNEDDPHMDHSVGQR\n",
      "PYVGEPGNFTR\n",
      "QLVAYTDWHETEEKDAK\n",
      "LDATDPISGETDFKK\n",
      "PNVTGFVGSHGNR\n",
      "PTSAEANLVAALDAAK\n",
      "SWYDNEMSYTAQLVR\n",
      "GDLLIHEGPACAAQQHAAK\n",
      "LDGIEVVGSLVGTRK\n",
      "ATEQFGDIVIAPR\n",
      "IALDGTPNKGK\n",
      "LDYMLLHGVTTVEAK\n",
      "QDYGLGPETPIGKPENK\n",
      "NFSHGDHQEQGER\n",
      "YGTLTQLVLENRPK\n",
      "PQAEAEVDPEAK\n",
      "GDEVEIVGIKPTAK\n",
      "VSICQKPNMR\n",
      "PDDVNEAIEVAHK\n",
      "VLDILLQEGFVK\n",
      "GEEGDDVTQDIFTGAK\n",
      "SPFANTTEKPSAPLSR\n",
      "INVIMVDGKK\n",
      "TTTNVVQLSSITPHPSVEYWSVCK\n",
      "ELGAIVVRPEEGETVVEAIHR\n",
      "SKPEESYDELEK\n",
      "PLSEMFGYATDLR\n",
      "LINLAEHAGYPVK\n",
      "FEVGSPGPALLAVAK\n",
      "SILYNTNENHKK\n",
      "SMPSTNRFDKQDAAYR\n",
      "AETIVYGALDKLAER\n",
      "VDAAVELVQDKPYYLASHVISR\n",
      "FEGTPIHLIAR\n",
      "GVPQITAIADAAAALKDR\n",
      "SEHAAEEMQHMR\n",
      "VELLEAEGLRDK\n",
      "GVAAAEAEEIKAK\n",
      "TGNTLTTDQLHSTLGR\n",
      "PEEMIHEEVHR\n",
      "DIVKPGVVTGEDVQK\n",
      "GQLPHLTFAIR\n",
      "INTSHVEYETDTR\n",
      "VEGTVVQVEDER\n",
      "PNDHPHGGGEGK\n",
      "PLYAEAVQADLKK\n",
      "DAIQYLTNLVAHK\n",
      "TALNTHIGYENAAK\n",
      "DPLVVGQEHYDVAR\n",
      "AVTEYLSKGEK\n",
      "SQQSVIVHQAHWYMR\n",
      "VESSVDDRPMK\n",
      "SYPAPESAKDVLK\n",
      "SNLQQVIEAAFEKR\n",
      "PAPHIAELPAEK\n",
      "QPMMQAIHNTVEAIRVEK\n",
      "SADILLTHFNQLFCPNDLGHPLYGK\n",
      "EGLMTTIHAYTGDQMILDGPHRK\n",
      "GIEHLPEDEIVEEQKVK\n",
      "PTFTPHVDTGDHVIVVNAEK\n",
      "PVLALLSDPVLANHTR\n",
      "AAFSQASMIHVK\n",
      "TFLDTPGHAAFTSMR\n",
      "TTTITSQDLQAK\n",
      "PDPLYNSQLVTR\n",
      "CEAAPGIIHLMDR\n",
      "PTAAALAYGLDKGQGNK\n",
      "FAQFASDLDDATRK\n",
      "ANTFIAAAGHNVGK\n",
      "VGFNYIKNPTTQLAR\n",
      "ILGSGDAELAAFTTAR\n",
      "SAFDAHPVGSGPFK\n",
      "LPYPPGVLCVVPGER\n",
      "IVGNLGNDPEIR\n",
      "QGKPVVESIQR\n",
      "PVLDETETFFR\n",
      "FGVGFALSDSIKK\n",
      "TSHVEYDTPTR\n",
      "YLGAGPFFGLAHEAQLK\n",
      "LFIDELHTMVGAGK\n",
      "IIDDHPLMR\n",
      "AVGAGALHGLGYGDNAK\n",
      "VCSGTALSPSPDGLKR\n",
      "MTGLTTGHPVR\n",
      "TINTAHVEYETEKR\n",
      "DETVVFHPLDKENIR\n",
      "SDGTENHLFLVDVTK\n",
      "PVISLFPVVEQDKK\n",
      "WSGMSQQFPQHR\n",
      "LTTPGISLETGEYEK\n",
      "IPSFVGHTIAVHDGRK\n",
      "VDFVSGATYALDGKLEK\n",
      "ESALSDLETAAKGEDK\n",
      "STKPIHVFSEIGK\n",
      "ELNAPGIIVQNEKR\n",
      "YVVTGLEMFRK\n",
      "SYANEINTLNQHLADTNKK\n",
      "IGRPITQAENPR\n",
      "TLTAAITTVLAK\n",
      "GVPIVEPIGGHAVFLDAR\n",
      "MTTKTSPK\n",
      "TNHGAHLSFK\n",
      "AYTTFSQNK\n",
      "VTELKPFHSTEIYR\n",
      "SMIQSMVEHR\n",
      "GSQGHAHAQNLR\n",
      "AEHVAELEALGIK\n",
      "PVLIQTSMGAAK\n",
      "GEEKPAVLGHDEAAYSK\n",
      "ISAVIDGHDGMGQLLGHK\n",
      "VEIVGIKPTAK\n",
      "GADAVGMSTVPEVIVAAHSGLK\n",
      "AYYPAEPFR\n",
      "EYICPQIPADKPR\n",
      "DGGAHSAVVTAVSK\n",
      "PDDWPDDLYPLRK\n",
      "EMIQFHPTGLGR\n",
      "PLQTQSISPSR\n",
      "LMDAMEHPEKYPQLTIR\n",
      "PNSMAAQR\n",
      "ESGAAHIR\n",
      "TINTSHVEYDTPTR\n",
      "PSPTGYLHVGGAR\n",
      "NTEEYNEEFSRK\n",
      "FNEGDKIVR\n",
      "TTGDTLCAIEAPIILER\n",
      "LTVAVVTKPFSFEGK\n",
      "PEISEVMTR\n",
      "LLDYIIQHAR\n",
      "KLDYKGEVK\n",
      "NMLHPTETPR\n",
      "MGEGAGIVVLEELEHAK\n",
      "VAGEGSEDELKK\n",
      "LLIGTEVKPFK\n",
      "LIFPDLQAANIGYK\n",
      "DLDAHLVGEGIAR\n",
      "ADLPFFVELNEQNLTETLQR\n",
      "TALNVLIYPDDHLK\n",
      "PYSTLTEFIQHSK\n",
      "LAGPPLFMPGQSLKGVR\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "SETPVTENAYGASSIK\n",
      "VQNVALEHGK\n",
      "PVVQTCSLDK\n",
      "NHLVDDKMHAR\n",
      "AEQDAQHLVDEAK\n",
      "VEEFHVAHISTGDMFR\n",
      "GGATEVLGGHK\n",
      "QEVVAVGEMGLDYHWMSD\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "LDGIQVIGSLVGTRK\n",
      "DALQFHEEHGEVCPAQWEK\n",
      "GITPAAISIILVNLKK\n",
      "PSYGGMAGR\n",
      "GTGCFMLLHTGDK\n",
      "PAASMPHEIIEAFGYLKK\n",
      "AISSFNIGSR\n",
      "SFDDVFKPNQQAK\n",
      "IVLPNPNYGGFEGGLAK\n",
      "DLLLEAYKLEPYR\n",
      "TQEDIDAIEKR\n",
      "QYVLLKGEPGHPDAEAR\n",
      "VLPTNEELVIAQDTAR\n",
      "PLANIPVGTLIHNIELKPGR\n",
      "MISPFANTTEKPSAPLSR\n",
      "LDEALSWHKR\n",
      "SNTILQHLPK\n",
      "VPSGASTGEHEAVELRDGDK\n",
      "TEDELKGLEK\n",
      "PIGGHAVFLDAR\n",
      "SYETIEELKK\n",
      "ETEAQELVDHLVMK\n",
      "ELPNVTITSRGK\n",
      "TTHIIEDTEEAR\n",
      "WETVMEGIKVENR\n",
      "FPDLQAANIGYK\n",
      "VLAKPGTITPHTK\n",
      "YTAMHGVGYEVLSK\n",
      "LEYLIGLSAHLK\n",
      "LTAEHLNPGSR\n",
      "GNLGKPNVGVNPVR\n",
      "TWTRGQAPVSGQAATEDQIQ\n",
      "SEQNQQPEVAAEEQQEAVLQIQR\n",
      "GLMTTIHAYTGDQMVLDGPHRK\n",
      "DGPLNLYNAVVVATDKK\n",
      "GIIQGGVFEELRK\n",
      "SEATTTLDGWYCLHDLR\n",
      "LNNMVTGVSEGFKK\n",
      "CSGTALSPSPDGLKR\n",
      "PCDHPHGGGEGK\n",
      "GEVTQAEVASVAQNGR\n",
      "LIGFGNFEVR\n",
      "GGQHLNVNVLR\n",
      "ALCDVFVMDAFGTAHR\n",
      "SDFTSILLR\n",
      "LHASTSPFYPLFAALDVNAK\n",
      "PNDHPHGGGEGR\n",
      "PTFGVDALPEALVK\n",
      "LVAKPGLDGHDR\n",
      "PPAMPHDDEYSAHTDRR\n",
      "VPILTSYIAHR\n",
      "TAAAVMGGTQSLHTNSR\n",
      "AVIGQSGNLTPADKK\n",
      "ATIQWFPGHMSK\n",
      "YTTSDFKPGLK\n",
      "QPERLDLRGELR\n",
      "SLTVDSGQTLQR\n",
      "IPELNGKLDGAAQR\n",
      "YGPHLTFAHIK\n",
      "IPSFVGHTIAVHDGR\n",
      "GTPVLALLSDPVLANHTR\n",
      "TGLPFVTAENKFEALAAHDAIVETHGAIK\n",
      "ISMIQSMVEHR\n",
      "VLDGIEVVGSLVGTRK\n",
      "DNAVADLAAISGQKPLVTK\n",
      "SEHHTLSTTLVHAGR\n",
      "FTAMYTAVTEHR\n",
      "AIEHSGYSVFAGVGER\n",
      "VTALLPHLGYETASALAK\n",
      "AITSLEIKDK\n",
      "GLVEPLRELFKDEVR\n",
      "DFVSGATYALDGKLEK\n",
      "IIHVELVEGR\n",
      "PFINFFDGFR\n",
      "AIQYLTNLVAHK\n",
      "PVILHTDHAAKK\n",
      "GAPFGPGANPMHGR\n",
      "FSVGGDLSEMKR\n",
      "DAKKDMSKTDKDMKKEAEKADKVAKAEAKK\n",
      "TDIETFHPDR\n",
      "PLHNPAHLIGIR\n",
      "ATELHLKR\n",
      "ATEIMAACQALDLKPENHELGK\n",
      "TADLVQATIEPTRK\n",
      "LIEKFNARLR\n",
      "ASTDNHAAGGNAAEHLFPLLEK\n",
      "VIDTPGHVDFTVEVER\n",
      "YDFYGENIFR\n",
      "QDLAEALKDDER\n",
      "VALHAVAEAQK\n",
      "GAGYITIAEHYISYR\n",
      "SVIPMVVEQTSR\n",
      "GTTIPHEVTSVFGGAR\n",
      "LFGLNPVSLKK\n",
      "VVAIETYKR\n",
      "QDATHGNSLSHR\n",
      "QQSVIVHQAHWYMR\n",
      "SEQLHSINEVLQDLK\n",
      "IDMHLSTMAQNIR\n",
      "PQFYSAEEAEELVR\n",
      "VGTMGHVDHGK\n",
      "PQITAIADAAAALKDR\n",
      "PVKPGDQVR\n",
      "VSMYEYAR\n",
      "LEHWHTGTMTR\n",
      "GELGPGLHFVTPIIR\n",
      "IAEKDPEKAK\n",
      "GIEVVGSLVGTRK\n",
      "MIQFHPTGLGR\n",
      "VPSYDVESFVNSIEKPR\n",
      "VMTGLTTGHPVR\n",
      "QDAQHLVDEAK\n",
      "PGTPTGDIVDFIKENVK\n",
      "SELQTMQDALDIVK\n",
      "SWIDKIFSK\n",
      "PFELVVPQKPVNGIDGVRR\n",
      "TKPIILTGDRPTGK\n",
      "YLEGQVIAQYLHGAK\n",
      "YYTHSMYPGGLK\n",
      "KPGSINPHTK\n",
      "VLNELSKEEGR\n",
      "DYFEETAHNESAHAK\n",
      "LTAAITTVLAR\n",
      "VPIVEPIGGHAVFLDAR\n",
      "PADAYDHVTDR\n",
      "GLDPAVYELLKEPQR\n",
      "THSVFQGR\n",
      "AYTDWHETEEKDAK\n",
      "IDGSSTNFDLYKR\n",
      "PADPILGLGEAFK\n",
      "SNESPIGHALIGK\n",
      "AALDQHGVLAQHAIEETGR\n",
      "SVGGDLSEMKR\n",
      "AELPNITILATGGTIAGSGETAVSSAYK\n",
      "VLAKPGSINPHTK\n",
      "PQFYSAAEAEELVR\n",
      "GFLLDTKGPEIR\n",
      "AIIAHVDHGK\n",
      "QEMFSYADGCTMSGK\n",
      "PISDVADLLVK\n",
      "AGHVATEDIK\n",
      "NDMKDAFK\n",
      "ISDKEVDKELAK\n",
      "YGIQFHPEVR\n",
      "QVEEEAPKDLLR\n",
      "EPIGGHAVFLDAR\n",
      "EATATEHVETGK\n",
      "DGIQVIGSLVGTRK\n",
      "ASDKFIVR\n",
      "EDAAQFAPLHNPAHLIGIR\n",
      "NAALHETVNIPASR\n",
      "PLEDEIDEKDGVK\n",
      "LVAGEGSEDELKK\n",
      "GPGANPMHGR\n",
      "PSDVPDTTRPLAAIDDDAK\n",
      "GVGVPQITAIADAAAALKDR\n",
      "IAIHDTTLGPALGGTR\n",
      "VTAVLQSTHFVVR\n",
      "QEMHDFYKR\n",
      "PYEGDDSFLAGPTEATTK\n",
      "GMSMDQIEETLVKK\n",
      "SALLLAHYVGKPDSEIANGR\n",
      "GPLNLYNAVVVATDKK\n",
      "VDPHKEQIAVK\n",
      "FSGADALGPLIQGLAK\n",
      "STVMSNLGFHK\n",
      "TYFLVDDLNHLVR\n",
      "SSITSHEPGYLNKETEK\n",
      "VDLINMHQAR\n",
      "EAGLAPVLEDAGGRLLLAPGAADGVR\n",
      "PATAFTQLAAK\n",
      "TMNEITATELRARVAAGR\n",
      "SFETALSLIDFYDKNHDKYEDK\n",
      "AASHAIASLAK\n",
      "ATEQLGEIVIAPR\n",
      "PAASMPHEIIEAFGYLK\n",
      "SSIDETVLFK\n",
      "PGVTLLDYSSDASHNR\n",
      "PAFDLNKDGK\n",
      "QFIYLGEEDKQALR\n",
      "DALDLSHALAFTSPK\n",
      "VEGLMTTIHAYTGDQMILDGPHRK\n",
      "GAGTDHIVIEGVER\n",
      "TGSISTGKK\n",
      "EETAHNESAHAK\n",
      "TLPHLSQLALGGTAVGTGLNTPK\n",
      "PTVATYNQSGVK\n",
      "LPEYALNPHDANIEFVR\n",
      "DMELVKVESLEK\n",
      "PWIDGLLEAGEK\n",
      "QALNGVAEWEEK\n",
      "LENALSDWRK\n",
      "GCPDGAISAIHR\n",
      "PPLTTIHQSK\n",
      "PTAAALAYGLDKTDKEEK\n",
      "TAHNESAHAK\n",
      "TLNMGVGEALTDKK\n",
      "YGSIDKAPEER\n",
      "VQEMFSYADGCTMSGKK\n",
      "PLVTTTEMFKK\n",
      "VDAEFEEVKDNK\n",
      "ADAYWGIHTLR\n",
      "YVPGQHGPNNR\n",
      "PLIVLADGMGGHR\n",
      "VEEANGCIAEAHHAQTSLLTK\n",
      "VFFNKDPGAK\n",
      "PDHTIISEER\n",
      "METRPLSATKR\n",
      "GNIYGFDISKPASNAR\n",
      "SGIASSQRPYK\n",
      "EETTSEFDREK\n",
      "VVVSLTYVYGIGIPTSK\n",
      "PIQLPFIPHEDPR\n",
      "DLTTDNLSADAKK\n",
      "LMIIDEPFIGLD\n",
      "VIGQTGNLTPADKK\n",
      "PLVLHIPVMAVR\n",
      "PIEGHKPAAAILR\n",
      "NTEEYNEEFSR\n",
      "APFGPGANPMHGR\n",
      "IDQSTAEIVETAKR\n",
      "PIGLGSDISGGHIVSMAK\n",
      "INESLLEGAVDALKR\n",
      "GELLPGVIHVSAR\n",
      "TSVGLVDALAAIGKK\n",
      "VSYDKESSSR\n",
      "FNMCKPGALR\n",
      "PSGASTGEYEAVELRDGDK\n",
      "TGNLSDEDFAK\n",
      "SYAYDTIADIIR\n",
      "LFACEHVVNNMR\n",
      "DLSQQSVIVHQAHWYMR\n",
      "AEFDEPVKDNPDYNKR\n",
      "FNGVEDSAFYLKK\n",
      "VIGDALSNIFRK\n",
      "MSVVSQHFRPEFINR\n",
      "GEEIEIVGIKPTTK\n",
      "LLLPVEDVFSITGR\n",
      "IYHIDNIVKPVSR\n",
      "ALNPHDANIEFVR\n",
      "SNNDFLVLK\n",
      "VLDGIQVIGSLVGTRK\n",
      "VNVGDTVEVVGLKEK\n",
      "IARPYVGEPGNFTR\n",
      "ISGKDNDRHKVER\n",
      "PAQNISAVGHGK\n",
      "VQAHAHNTLKK\n",
      "QEDIDAIEKR\n",
      "SMDILSQVSETYRK\n",
      "PLFAALDVNAK\n",
      "VGEGIEKKEEDFAAEVAK\n",
      "PWGKPALGLK\n",
      "IDGHDGMGQLLGHK\n",
      "QNVEGVEVTR\n",
      "LNPHDANIEFVR\n",
      "SLTGQPSACGTAR\n",
      "SILFLLTPAETLTK\n",
      "STFDTSYRPEEK\n",
      "DAPGHADYVK\n",
      "SLVALHNGGGTGIGK\n",
      "VIGGGVIPDADIPGLKK\n",
      "EFPNAAKDEFGR\n",
      "GDNIYHGPGLSK\n",
      "SQNQPHFALAEIR\n",
      "DMPGHADYVK\n",
      "IPAQSYHVLGTDGFGR\n",
      "ILRPQEISNNPGIAR\n",
      "QLLQLEVEELKEQK\n",
      "TGNPTGLIWNLLGR\n",
      "EASHHKPGK\n",
      "TAEAEEIKAK\n",
      "AVIGQTGNLTPADKK\n",
      "VIVPEGTQLDEK\n",
      "EMALHDTNVLR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_861ns.csv\n",
      "Retrieving GO terms for sample: 861ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "GPVSGVTIPENDRIK\n",
      "FVNDAFGTAHR\n",
      "ASGIGGIKEIEDQVLR\n",
      "SSSSQHVTNTPSSNENITR\n",
      "FTISQEQIKPELDR\n",
      "TAAEAEAEKDR\n",
      "YMKPVPGNPDR\n",
      "LDTAGVADRK\n",
      "AGYITIAEHYISYR\n",
      "DETVAYHNAYIR\n",
      "VVDSLVTGHR\n",
      "VNPDDVVEQYGADTLR\n",
      "SEYDFPGDDIPVIQGSALK\n",
      "LLINEWHLLAR\n",
      "TYPTPEEALAELKK\n",
      "GATAAAVWTAHR\n",
      "LEVTEAIRDYVVSK\n",
      "DDNVVDADYTVVDDDKK\n",
      "VLTSGGDAPGMNAAIR\n",
      "VTATNMLETMTEKPR\n",
      "PSLFVESSVDDRPMK\n",
      "FATIGNAVSLNHMYADTR\n",
      "SQEFINPSDGVIR\n",
      "NIISEAGVEVIHGK\n",
      "VIGGPHGDAGLTGR\n",
      "NLFSPEDMKK\n",
      "ALYDHSLSDVVR\n",
      "CQALDLKPENHELGK\n",
      "FDMELVKVESLEK\n",
      "IGVLGQVHPVTAK\n",
      "IGYSFEGKPVTAK\n",
      "PVYIQEDMVGHK\n",
      "AVGFDSGALQQDAIRK\n",
      "ESMASDGGSLKR\n",
      "CGIVGVVGNR\n",
      "PEYWVAVVKPGR\n",
      "DNVVDADYTVVDDDKK\n",
      "ALTALEIKDK\n",
      "EILEQMEHAEVR\n",
      "SNNNLLEIVDKK\n",
      "SGGHGQYGHVK\n",
      "PVPAGAETVK\n",
      "SAVIDGHDGMGQLLGHK\n",
      "TFTISQDQIKPELDR\n",
      "PAESNPTGYATK\n",
      "TIIGGGVVGTHAAR\n",
      "VLFTGSTVEEAIQK\n",
      "SLQETIIQQLGVK\n",
      "PTAGVTAVGVR\n",
      "LSGGIDSPVAGYLALKR\n",
      "GIVPILSSYIAHR\n",
      "QVIAKPGSINPHTK\n",
      "NSSVIKEDNAAIR\n",
      "SDNEDEKVITR\n",
      "FDGTIKPENPR\n",
      "ELILSMIRK\n",
      "GFEDEVTVAYHAR\n",
      "SDSHPFYTGR\n",
      "IGQVMELHLGMAAR\n",
      "LTFTISQEQIKPELDR\n",
      "PTYNFAVVIDDHDMQISHVIR\n",
      "YLKPEEPFTWASGIK\n",
      "IANPEGNR\n",
      "LEGMDGKPVVVR\n",
      "MNGAPSTAAGAMVPATR\n",
      "PGVTGFVGSATKPVPLSDSEVEHILK\n",
      "SGVEAVIDKDFASQR\n",
      "VIDGHDGMGQLLGHK\n",
      "ELPDPFENMGAQLVK\n",
      "LSGGPELAAR\n",
      "ESLVHVGDQNSAK\n",
      "IPARPITVFFGGK\n",
      "DLGAHPEYLGANDIQLGKK\n",
      "GPLIQGLAKPVHDLSR\n",
      "TYHSQAGAGAR\n",
      "GNEFVYVFDDEASKLK\n",
      "GGRPVVEIR\n",
      "SQVDDTIKNLEK\n",
      "FGPTAAVLINAIKK\n",
      "DSQLSEHQAEGMLEGYVLTGR\n",
      "PLSQGDVHFVK\n",
      "VFEGLVIKR\n",
      "PAISGHEAPVR\n",
      "ALGDGAGGGLAAPAAGAR\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "YEANEAEYDKK\n",
      "TNIYDLANELER\n",
      "VASHMDEVGFMVSEIKPDGTFR\n",
      "LQVVGTKPGLK\n",
      "AVVTRPFGFEGSK\n",
      "KVGFINVHLFRPF\n",
      "APTDPDRVVTIIGNANPDDKVR\n",
      "VIGYGSQGHAHAQNLR\n",
      "CHGFMAINPEFFGDPAEIKK\n",
      "PEYRPVVFMDTTTGYK\n",
      "PLVTTTEMFK\n",
      "GPVLQGLNKPVNDLSR\n",
      "ISSDSHPFYTGR\n",
      "PDDQIQAAIK\n",
      "NVSLHTAKPGMVIGK\n",
      "VEFEEKPAQPK\n",
      "TFLSLDEIEEIRK\n",
      "ADNQPAVDIHVLQGERPMAADNK\n",
      "TINTAHVEYETANR\n",
      "MGGIVLHHGDVPEMR\n",
      "ALDAHGILAQHAVEETGR\n",
      "LVKPGETLELLVLR\n",
      "PGIGHNLQEHSVVLIR\n",
      "DLTDPVMLAHLLK\n",
      "YAVGQEQSNHFR\n",
      "ISTQFESHFAR\n",
      "SIAQQADEVRK\n",
      "PDETYEVVHSLAK\n",
      "AADNQPAVDIHVLQGERPMAADNK\n",
      "FIGFDCASSEFYDKER\n",
      "GTTIPHEVLSEFGGAK\n",
      "ITAFTSHIIR\n",
      "SVMSHLAASLR\n",
      "TLTAAITTVLAR\n",
      "VELTSAGDKK\n",
      "GFVIAGNSHAATK\n",
      "IENAKETAEK\n",
      "QADGLYHQNR\n",
      "DAGSSMLDELLANLKK\n",
      "LQMHANTR\n",
      "PQWFASVSK\n",
      "PEVIVAAHSGLK\n",
      "VYEESTKPLIDYYR\n",
      "ANITTSLFQEMVQAGATR\n",
      "TPEQANAR\n",
      "PVGNDQKPMIEQTR\n",
      "KPGFEAITAAVEER\n",
      "PELNGKLDGAAQR\n",
      "IFPSFIGYTIAVYDGRK\n",
      "NLGWAYSLIPALKK\n",
      "FSDILGTMK\n",
      "ITSAATTAQWNNHR\n",
      "SEPLFLQSVMQEK\n",
      "VQMEYEKDVK\n",
      "FLTLLGHLQTPSK\n",
      "TVSLDWENLGFSYMK\n",
      "GVLGQVHPVTAK\n",
      "NMLETMTEKPR\n",
      "PPGVLCVQPGER\n",
      "DIYDDGEETLKR\n",
      "ADHAGVPLGK\n",
      "ASLGDGVFVNDAFGTAHR\n",
      "ELLNMKEEMAER\n",
      "QLSETAYHFLGGLIK\n",
      "YTGPTTILHNLR\n",
      "IETTTSEFDREK\n",
      "EFAGGNKR\n",
      "IDNDEEKLNQTR\n",
      "PIGAEDDFR\n",
      "DPLGRPVDGLGEIATDK\n",
      "QVEETTSEFDREK\n",
      "VVLPHGTGK\n",
      "PEGWVAPVKR\n",
      "GIVPILTSYIAHR\n",
      "VEQFHVAHISTGDMFR\n",
      "PGESAEEKDHVKR\n",
      "FHLVGNDATK\n",
      "FDDFIQLHGDR\n",
      "TTEHMEELNDQQIVR\n",
      "PEFFGDPAEIKK\n",
      "AQNTIVTTVMSNLGFHK\n",
      "ATFTSHDAIR\n",
      "DLHLTEEEKEK\n",
      "GHLLGLLTTLK\n",
      "AFEIIMPK\n",
      "GLEAKPGETEEDEKVR\n",
      "PLSSLANAGIR\n",
      "ALTVAVVTRPFGFEGSK\n",
      "TTFLGNPVTFTGK\n",
      "PSFIGYTIAVYDGRK\n",
      "NQVVADLYTAHIALHQVHWYMR\n",
      "QAEEDIKAELAAEGKPEK\n",
      "NFSHGDHAEQGER\n",
      "QLIGFGNFEVR\n",
      "VGDALDLSHALAFTSPK\n",
      "GMEAHGNSQIVR\n",
      "GSIDLVVDKIER\n",
      "VGNEQHGLVNLGK\n",
      "PMMQAIHNTVEAIRVEK\n",
      "VITAPGGSDVK\n",
      "VYSVPTEDKK\n",
      "TNTSFSIEQFSLK\n",
      "PPHVANAHQK\n",
      "PEPVTFEEIDASR\n",
      "TYNTYKEHENEIMSGTVER\n",
      "PLVTPSATQDDLTK\n",
      "ALAALYDHSLSDVVR\n",
      "LLKPAIEGAGVAAGGAVR\n",
      "IENDPELDEEGRK\n",
      "GESVHHHPENENIDLTR\n",
      "PIGHWGTVPGQNFIYAHLNR\n",
      "FSHGDHAEQGER\n",
      "DLVVITAGAPQKPGETR\n",
      "NHLGDWGK\n",
      "VFQPGDTVR\n",
      "EAAAILGLKEFLDR\n",
      "PDVMYVVDPHK\n",
      "VQNHTLQLLSLLAMDKPATFTK\n",
      "NPDEVVAMGAAIQGGVITGDVK\n",
      "IVHPSLHTVYR\n",
      "AEVQTGYTPDMNATATADTATTDDTTTK\n",
      "LTVAVVTRPFGFEGSK\n",
      "IDHMVEEFKK\n",
      "NTAHVEYETANR\n",
      "AFEAYREQEDALK\n",
      "DIDPIRDEVLEFESVK\n",
      "DNDEEKLNQTR\n",
      "PLYHLDVYR\n",
      "PLHGTGEMLAR\n",
      "EARPNATFTPAGGEK\n",
      "TAGAPQKPGETR\n",
      "LMTTIHGYTGDQMVLDGPHR\n",
      "ITLRPEGTAPVVR\n",
      "PVKPGDVVR\n",
      "TLTTISKEEFTSFANTVSHR\n",
      "STGYMPEAWHIR\n",
      "PGFEELGAELNAR\n",
      "IPCGDGNVVAAAR\n",
      "TLTEFIQHSK\n",
      "KPAAIGLAAILAVVAGAASAQSAPIASSR\n",
      "EVYTESGAFGR\n",
      "PVIALLSDPVLASHTR\n",
      "SAVAVLEGTESK\n",
      "SGLVRPSAGK\n",
      "PDDGDLTGK\n",
      "VDMLGNVVGSRPVR\n",
      "NVSIHTAKPGMVIGK\n",
      "VALHAVAQTQK\n",
      "QAEIIRDYEAR\n",
      "IDLGAHPEYLGANDIQLGKK\n",
      "PMMYDIAHEVGK\n",
      "NNVIAEHIIGFDVR\n",
      "CDEFGIKR\n",
      "ALNIEQIIADIK\n",
      "TVCSGTALSPSPDGLKR\n",
      "CPVCAHPQAFFQR\n",
      "TGLNGGYDDVHKDYK\n",
      "ESIESHLDGDLNK\n",
      "GSDYVVVSPDHGGVSR\n",
      "GLALGDAHILR\n",
      "TISQEQIKPELDR\n",
      "IEIMGAGMVHPR\n",
      "VQEKQNFR\n",
      "AAATELTKK\n",
      "LTPAGVHSLVSR\n",
      "GIEEQLGEIVIAPR\n",
      "TEPTSTHQVDR\n",
      "SAVNVHVAGIVPEK\n",
      "YMKPVPGNPER\n",
      "PVNDPTLLWINSGVATLKK\n",
      "LELGLKPSDILTR\n",
      "LIQELIHNIAQEHGGISVFTGVGER\n",
      "SLNHMYADTR\n",
      "IGGGDSAAAAINLGR\n",
      "VIQSNSGLTDEEIDR\n",
      "SSVTDDKGRK\n",
      "GFITTTPKPHWANVDLLGALR\n",
      "EGVVQSYIHAGGR\n",
      "ADADLVVITAGAPQKPGETR\n",
      "TVEFEGETYPLIR\n",
      "SDSVAKDELRK\n",
      "IPELNGKLDGSAQR\n",
      "DHIGIGVNDLAATK\n",
      "TVDLDWENLGFNYSK\n",
      "VVNDQHGRPTWTR\n",
      "VPVEVRPER\n",
      "APTDPDRVVTIIGNANPSDKVR\n",
      "PGDDLPVIQGSALK\n",
      "GSGEITTGTVLESVKEK\n",
      "HLVKVEEV\n",
      "PTVPGFLHVESGEVSVR\n",
      "ADLYVAHIALHQVHWYMR\n",
      "NPQHYPVDLAR\n",
      "IDTPGHVDFTIEVQR\n",
      "LNIENIVAELK\n",
      "SMVHSGDFKR\n",
      "ATTSHWITNR\n",
      "LFGPTAAALINAIKK\n",
      "STIIDVYAR\n",
      "YDFYDKGDR\n",
      "YSGVLQSGSYVLNTSK\n",
      "SSDSHPFYTGR\n",
      "NINPTLIEEFGKDMK\n",
      "WVDDQGKVQVNR\n",
      "QELFSNHYFR\n",
      "PTPNIFAGGENMHGR\n",
      "AYTTEQIEEIK\n",
      "ALEVIMPK\n",
      "EPEVVKPIQGLK\n",
      "QVDHIGIGVNDLAATK\n",
      "GVAPTTTMADRK\n",
      "ISTYKEER\n",
      "AVEGLTDDVRK\n",
      "PGIDGLVHISQISHK\n",
      "AQVQYYGTGR\n",
      "TLVYQSTR\n",
      "PNEGSEQVQHHQGK\n",
      "AFTSHIIR\n",
      "SDNEEEKVITR\n",
      "TDAGAAHLK\n",
      "NYITPDVVHVMMEGR\n",
      "AESYGATMFNVLTGFK\n",
      "DPMLATGGSAILAIDSLKK\n",
      "DGSYHDVDSSETAFK\n",
      "AYGTLVQLFLENRPK\n",
      "TEEELAAERER\n",
      "PVGTLIHNIELKPGR\n",
      "ADYLHEDLAIR\n",
      "EEAHDKHLIDQER\n",
      "AAGDVIEGTVKR\n",
      "LGGAGYIGSHMVDR\n",
      "AVSYCNIHGLWESEK\n",
      "EISEEEALKDR\n",
      "ATDVATFAPSNK\n",
      "AVAQYYGTGR\n",
      "DIELTSAGDKK\n",
      "LIFPEINFDDVDKVR\n",
      "APEDTQKNEK\n",
      "SLDDSVIPDAENLK\n",
      "TAHVEYETAKR\n",
      "IDLGAHPEYLGANDIQLGK\n",
      "DFLNHHFANLQTKEER\n",
      "SAENEKELQELR\n",
      "ACLNNVAAEDTVETHTFDTVK\n",
      "NGDLVAPSVKPGDR\n",
      "WDPVYMAFATKPK\n",
      "PAGVEITNNDNVVTVK\n",
      "GEDGYWGEKLDR\n",
      "ISITSVKPGEGK\n",
      "ELFGPTAAVLINAIKK\n",
      "PGFEAITAAVEER\n",
      "PVIQGSALK\n",
      "QGEPIIAHYR\n",
      "IALVHYTDGVK\n",
      "LISGQKPLITK\n",
      "FNMTQAVLKPMTK\n",
      "PGPHGPNQR\n",
      "GFAHLQDR\n",
      "TNMLETMTEKPR\n",
      "TAFTSHIIR\n",
      "ALTFDELTER\n",
      "GDHTDLYAQAYFDYDSKK\n",
      "PGEGVVTGYGTIDGR\n",
      "SDLTEDFKGPSKK\n",
      "PDQLEDLESGYRK\n",
      "AFANAGQHQDTGAK\n",
      "LCDEFGIKR\n",
      "PVGTVVHNIELKPGR\n",
      "GALTVGVVTKPFAFEGK\n",
      "NTTNSHSQLVK\n",
      "EIMGAGMVHPR\n",
      "DIGGDKELPYFDLPK\n",
      "PIAASGADIK\n",
      "TPWGKPAHGVK\n",
      "VLAKPGSIKPHTK\n",
      "PGIDGLVHVSQISHKR\n",
      "SQGHSDAIR\n",
      "ITLEHKESGER\n",
      "AIELFKPFVMR\n",
      "PSVTFDETTGDYSR\n",
      "GNALAALYDHSLSDVVR\n",
      "DMYGSIDLVTDKIER\n",
      "ATNMLETMTEKPR\n",
      "PTVPGFVHIADGQINVR\n",
      "AIELLTPFTK\n",
      "ETAVGDEGGFAPR\n",
      "TSAATTAQWDGHR\n",
      "MQETHGNPSSIHSHGR\n",
      "IVANLKPR\n",
      "FACEHVVNNMR\n",
      "ALDLSHALAFTSPK\n",
      "PSPTGLLHIGNAR\n",
      "AADFGQEVADKVR\n",
      "GALTVAVVTRPFGFEGSKR\n",
      "AGFATAEESNKR\n",
      "LTSGGDAPGMNAAIR\n",
      "LLPHLGYETASALAK\n",
      "GNIMGNFHPHGDSSIYDAMVR\n",
      "TINTSHVEYETDTR\n",
      "PVGTDQKPMIEQTR\n",
      "PILQTIHASGK\n",
      "FGYTGTYKGER\n",
      "GVSNFLPHHLEALLETAR\n",
      "LKPAQDISNMR\n",
      "PEPERDTDKPLLLPVEDVFSITGR\n",
      "VWSREDKLSPR\n",
      "GTDYVVIGHSER\n",
      "EFDQAYTSVLKR\n",
      "TDNGATVVESKDWEK\n",
      "SNYAIILAAGK\n",
      "VVFTGASVEEAIQEGLR\n",
      "AVGDEGGFAPR\n",
      "DYMLYDTSPYK\n",
      "SSPIIMAPVAAHK\n",
      "DMYGSIDLVVDKIER\n",
      "TDGYEAVQVGFDDKR\n",
      "VASDSVAKDELR\n",
      "PTDYSIASAK\n",
      "NFELELGTSCK\n",
      "VIPALTEETRR\n",
      "GYLYGQYKR\n",
      "GFINVHLFRPFATDR\n",
      "HGDHAEQGER\n",
      "EFIEDDKQGLIR\n",
      "IPALTEETRK\n",
      "VYLTFSTVGGK\n",
      "FDVLNNDSTNYSHWHEVR\n",
      "VVDWEAKVDR\n",
      "GIHVIDLQQTVK\n",
      "PFITHHNAQNIDMVLR\n",
      "VATEIMAACQALDLKPENHELGK\n",
      "NAAGVATHFIER\n",
      "DAEDLSHALAFTSPK\n",
      "FWEDKIAPALK\n",
      "VSLTYVYGIGLPTSKK\n",
      "LAAPGSINPHTK\n",
      "GAIVVRPEEGETVVEAIHR\n",
      "ALAKPYLEEAGR\n",
      "PGIQGGPLEHVVAAK\n",
      "AAPQLDISKR\n",
      "SQIIELPEVLANQIAAGEVIERPASVVK\n",
      "LLNNMVVGVSEGFKK\n",
      "TGDQMVLDGPHR\n",
      "TGVAGTVAAVAGAVYAIKK\n",
      "EIIEDDKQGIIR\n",
      "ENMPASDKLQR\n",
      "SAVMEQHAR\n",
      "MTTIHGYTGDQMVLDGPHR\n",
      "GIQHLPEDEVVEEQKVK\n",
      "LLASHGYNPEMGAR\n",
      "FALLGKPGFEELSK\n",
      "VNDLTIIAGQKPVITK\n",
      "PVIYGLALGGSVGVR\n",
      "VGEEHYAVASEVKR\n",
      "THEYVIEMR\n",
      "PVFSGSGLPHK\n",
      "TEDEINHILSPK\n",
      "VVLKIEEKEEK\n",
      "YETIEELKNDLR\n",
      "LAAEGQEEFKK\n",
      "VIGGDGSYHGAMR\n",
      "GMSALALMLHQMGHK\n",
      "PSQLNELQEFR\n",
      "TVNDVLTLASLVEKEGSTDEDRK\n",
      "AQEAIKEEAIR\n",
      "EVMTDHQTLVVESGHPVGLFK\n",
      "QGLNKPVNDLSR\n",
      "AQHFGAYQHNGGR\n",
      "PLAEMFGYATVLR\n",
      "TINTAHVEYETAKR\n",
      "PDPFENMGAQLVK\n",
      "LDDENAVLPLSVFQEGQYGVK\n",
      "PIVFAFHPSAQESSAHAAQIVR\n",
      "QGDGKVER\n",
      "GALTVAVVTRPFGFEGNKR\n",
      "AILVTGGAGYIGSHTVVELLNANK\n",
      "PQGLTSLLAFDESK\n",
      "GGVRPGFEGGQTPLFR\n",
      "IGSGTSLDSAR\n",
      "GPNDPGVLVTQSVHK\n",
      "TVHMNAPVLSIDYDKK\n",
      "VSDAVLAVGNKER\n",
      "YPTSANFSTDLHSLGQFIQEGTR\n",
      "LLGKPGFEELSK\n",
      "PQLVEELNKR\n",
      "THSNHPGGLK\n",
      "QGLAKPVHDLSR\n",
      "VMTDPIADFLTR\n",
      "EIHDMGIGR\n",
      "DEAAAEKTDTTK\n",
      "PDLQAANIGYK\n",
      "TTQGRFDGTVEVK\n",
      "SFETEKLVENFK\n",
      "SVEVQDYDGNVKER\n",
      "TEYLHFGNDNTGSAHLHSFTGGLR\n",
      "AQFHTIHGR\n",
      "LGGATEVLGGHK\n",
      "ALALMLHQMGHK\n",
      "SVSFENKETNR\n",
      "GDVLVIGGGVIPDADIPGLKK\n",
      "ALLGKPGFEELGAELNAR\n",
      "TVALHAVAQAQK\n",
      "GAFNMTQAVLKPMSK\n",
      "YTHSMYPGGLK\n",
      "QIETTTSEFDREK\n",
      "SNIQNMSLEDIMGER\n",
      "GIGIIIASHGK\n",
      "ANANALGMVETK\n",
      "AFYQDAFGFEEKR\n",
      "FDVELTSAGDKK\n",
      "TKAPAKSAR\n",
      "VATLGPAVEIR\n",
      "TRPAVINALAMLASK\n",
      "VANMVTGVAEGFTK\n",
      "INTAHVEYETAKR\n",
      "FTISQDQIKPELDR\n",
      "IDEAWKNPEFQAASKN\n",
      "MLSVHNILSTK\n",
      "ENNHAFLPGAVSR\n",
      "ICHGFMAINPEFFGDPAEIKK\n",
      "QYVVTGLEMFRK\n",
      "PFEIKDGVEASDDTR\n",
      "ASKDFHIVAETGIHAR\n",
      "LVFGTRPEAIK\n",
      "DEEVETLDELKEK\n",
      "PFHEAENHTGK\n",
      "GSTFDTSYRPEEK\n",
      "TGVAGTVAAVAGAVYTFKK\n",
      "AYTTEQIEEIKNK\n",
      "VGEEHYAVAAEVKR\n",
      "EEVIKEHPVLLNR\n",
      "SNNLINLGLYDDVKK\n",
      "AEIFHALKK\n",
      "MASKDFHVVAETGIHAR\n",
      "LNIENIIAEIK\n",
      "LKPAIEGAGVAAGGAVR\n",
      "IDTAHGHSAGVLR\n",
      "PERPFVAILGGSK\n",
      "PQVTAIYDAAAVAR\n",
      "GISNFLPHHLEALLETAR\n",
      "AIFKDSDKYDVK\n",
      "ILNHFLDGFR\n",
      "PGSIKPHTK\n",
      "ITEQVKENMK\n",
      "GGGILPLGGATEVLGGHK\n",
      "PASDEEPFAALAFK\n",
      "VALHAVAQAQK\n",
      "QQIGLEVEQNGGR\n",
      "NAEIENDPELDEEGRK\n",
      "LDSQSGVEPQTETVWR\n",
      "GGFNTNNLEWTQAILR\n",
      "AKPGSIKPHTK\n",
      "ALTAGIVGLPNVGK\n",
      "LVGDDFFVTNTDYLAR\n",
      "TFLSLDEIEDIRK\n",
      "TVLFPYETLKK\n",
      "QLSEAGVWQA\n",
      "TVAVVTRPFGFEGNKR\n",
      "GVVTRPFGFEGSKR\n",
      "PLAEMFGYATTLR\n",
      "DFHIVAETGIHAR\n",
      "SILPLGTIVYLK\n",
      "DYIAANKIEYVDYKDTELLSR\n",
      "LEMFFSTHGAR\n",
      "LNGLGIAIISTSEGLLTDKEAR\n",
      "DVPSKEIQSRAEELR\n",
      "PIVGDEHADPEFGTGVVK\n",
      "STEHMEELNDQQIVR\n",
      "VNDQHGRPTWTR\n",
      "DVSQDMYGSIDLVVDKIER\n",
      "TDFWKPEETGKK\n",
      "DTPGHVDFTIEVQR\n",
      "LNILAMLDKPTR\n",
      "FEETAHNESAHAK\n",
      "PVVPSVALAK\n",
      "AQDEQDAERK\n",
      "NVNNVIAEHIIGFDVR\n",
      "LSAVIEQHAR\n",
      "ETIEELKNDLR\n",
      "LTPAGVHSLVGK\n",
      "PYLITEPQFVACHR\n",
      "FALCKPFLEEAGR\n",
      "VFAFHPSAQESSAHAAQIVR\n",
      "LQATTSHWITNR\n",
      "ELALISGQKPLITK\n",
      "PVHMVETINK\n",
      "VATGIDFLAAGIGNIHGPYPANWK\n",
      "SEGTVPLHTLR\n",
      "SYVHEYDLLR\n",
      "TAEAEEIKAKLEEAGASVTLK\n",
      "NEPNTFGWVVEID\n",
      "VYTPLHGTGEMLAR\n",
      "FLNHVMGQK\n",
      "PATLLVQTASK\n",
      "AENPDVYFQHR\n",
      "EYANSHGR\n",
      "TGEGVTVALGHSNATFDEAKK\n",
      "SLLPTTHIAVLYTDTINPR\n",
      "TAAITTVLAR\n",
      "PAIIFIDEIDAVGR\n",
      "SHGDHAEQGER\n",
      "FVNHGHILVDGK\n",
      "GADAVIAEGMEAGGHIGK\n",
      "VSDAVLAVGKK\n",
      "GLMTTIHAYTGDQMILDGPHRK\n",
      "AALHETVNIPASR\n",
      "MLPVMEMIVGTAIVR\n",
      "TDKPLLLPVEDVFSITGR\n",
      "AFANAFLGISHSMAHK\n",
      "KLGIPVVAMVDTNTD\n",
      "PALTEETRR\n",
      "ALQVVGTKPGLK\n",
      "PGLQGGPLEHVIAAK\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "TIGGIYGEIIELDDEKVK\n",
      "VIVSDSAHALGSTYK\n",
      "AAEQFGDEQVHIWR\n",
      "LVIGGGVIPDADIPGLKK\n",
      "TDHIDALDQLR\n",
      "IVEHNATGQLTNLFK\n",
      "LMLAAEHILNPK\n",
      "FLDTPGHAAFTSMR\n",
      "TIHTAKPGMVIGR\n",
      "APILDQLAEEVHEDDLK\n",
      "IFPEINFDDVDKVR\n",
      "YTTEGGTPHLDQR\n",
      "AAIAFVNGRPEGK\n",
      "LQVDHIGIGVNDLAATK\n",
      "VPAILEAVEATLGR\n",
      "VEGVNTVKR\n",
      "AEQFGDEQVHIWR\n",
      "TGDQMILDGPHR\n",
      "TIVHVIDTR\n",
      "LYSVSTLHDR\n",
      "LEIFHYLDGLYQK\n",
      "PEIVGEEHYAVASEVKR\n",
      "STGEHEAVELRDGDK\n",
      "LATIETFLKDR\n",
      "SLHTAKPGMVIGK\n",
      "AAGIGNIHGPYPENWSGLHLDHLQK\n",
      "NGTVIIDDFAHHPTEIIATLDAAR\n",
      "ALGIEHLPEDEIVEEQKVK\n",
      "FINVHLFRPFATDR\n",
      "GGVHHTVHGR\n",
      "SDAILREEIAK\n",
      "ATVGESEADAKEK\n",
      "PVAVAAAGAADAGAAK\n",
      "SNSGIHLR\n",
      "PLGGATEVLGGHK\n",
      "DMHLSTMAQNVR\n",
      "GAHAVELLKK\n",
      "FDNYRPQFYFR\n",
      "DLTNHIHALLR\n",
      "GITDLPSTLHNALK\n",
      "PIIMAPVAAHK\n",
      "LPGIDGLVHISQISHK\n",
      "SGTALSPSPDGLKR\n",
      "PLGFPESFFAEGK\n",
      "YTAHIALHQVHWYMR\n",
      "PVVITVYEDK\n",
      "TKPIHVFSEIGK\n",
      "SAATTAQWNNHR\n",
      "LGEPDFTTPEHVK\n",
      "SIVIGADAAGLR\n",
      "AINPEFFGDPAEIKK\n",
      "TIVTTVMSNLGFHK\n",
      "TSVVVVGTQWGDEGK\n",
      "LAAPQLDISKR\n",
      "FSHGDHQEQGER\n",
      "IQSNSGLTDEEIDR\n",
      "GLGNIERPVPLK\n",
      "NPALIEEFGKDMK\n",
      "SKPEDSYDELEK\n",
      "AKPGLDGHDR\n",
      "LHDVLIRPVITEK\n",
      "ASVMSHLAASLR\n",
      "AAVGPVLQGLNKPVNDLSR\n",
      "GNPSSLHNLGSQATR\n",
      "VASDSVAKDELRK\n",
      "ACQALDLKPENHELGK\n",
      "AEILEQMEHAEVR\n",
      "SNTYHFIGIK\n",
      "VMGEGAGVLVIESLEHAQK\n",
      "PSTDAAEVLGNISR\n",
      "SQMNVQIVTPDGLVYDHHAAFVSVK\n",
      "ANIPVGTLIHNIELKPGR\n",
      "EVTEALRDYVESK\n",
      "PLAIHGVVVK\n",
      "NTAHVEYETAKR\n",
      "PFTAAFGWTGNK\n",
      "VEGQVVQVEDER\n",
      "PCGDGNAVAAAR\n",
      "PLEDVEIETPITK\n",
      "PEEAEAHPQK\n",
      "DVELTSAGDKK\n",
      "PLGIVIHTPQGK\n",
      "TNITTSLFQEMVQAASTR\n",
      "WITEEQTPHLR\n",
      "ETPERPFVAILGGSK\n",
      "SVSFENTATNR\n",
      "SEIAGYLLQDIEKK\n",
      "NGLGIAILSTSEGLLTDKEAR\n",
      "DNGATVVESKDWEK\n",
      "TLGGKPYSTLTEFIQHSK\n",
      "PPAAVLLKK\n",
      "LGGKPYSTLTEFIQHSK\n",
      "ETRPLSATKR\n",
      "PVNIPLNDAEQQK\n",
      "EFIEDDKQGIIR\n",
      "GGTLTNWGTIQKR\n",
      "LDLTNHIHALLR\n",
      "YMAKPGEVER\n",
      "LLGTSFARPLIGK\n",
      "GIEFDQAYTSVLKR\n",
      "VIAGNSHAATK\n",
      "PWVFSWSQSR\n",
      "LSGVEAVIDKDFASQR\n",
      "EDSESITHQLR\n",
      "IGGDGSYHGAMR\n",
      "PIIMGCYGIGVSR\n",
      "GDGIFVNDAFGTAHR\n",
      "TIIGNANPSDKVR\n",
      "IVAVGLPSEMMDLSIVK\n",
      "GGKPYSTLTEFIQHSK\n",
      "NNIIAEAIIGYDVR\n",
      "GTEHVLLSLLADR\n",
      "SMHIAAMKPTVLSYK\n",
      "LLGKPGFEELGAELNAR\n",
      "SFSFDSASVQGAVIK\n",
      "ANIALVHYTDGVK\n",
      "IEDDKQGIIR\n",
      "VLTAGAPQKPGETR\n",
      "LGIQHLPEDEVVEEQKVK\n",
      "LTEAPSSTDDMFEIAER\n",
      "ENDPELDEEGRK\n",
      "INTAHVEYETANR\n",
      "INHIGTQTFYR\n",
      "SAFDEITASKPEK\n",
      "EILYIIRPNIEEEAK\n",
      "LDAHLVGEGIAR\n",
      "DFLNHHFANLQTK\n",
      "PTLATEMGQLQER\n",
      "PVTTIETDLDTAK\n",
      "FDKDKAEAR\n",
      "VLLVENTRFEDVDGKK\n",
      "AILNHFLDGFR\n",
      "GVISVIEGGDEALAK\n",
      "FGESVDKVVEATK\n",
      "GALTVGVVTRPFGFEGSKR\n",
      "AETGAGQHGVATAAAAAK\n",
      "TIIPSFVGHTIAVHDGRK\n",
      "IQGLAKPVHDLSR\n",
      "PTLEVEVYTESGAFGR\n",
      "DKPLLLPVEDVFSITGR\n",
      "LALMLHQMGHK\n",
      "LGAHPEYLGANDIQLGKK\n",
      "PDLDAHLVGEGIAR\n",
      "SIAFANAGQHQDTGAK\n",
      "ITAGAPQKPGETR\n",
      "ADDSWFAVRPSGTEPK\n",
      "LPDPLYNSQLVTR\n",
      "VEGAGNPEAISHR\n",
      "TSAATTAQWNNHR\n",
      "PIGGWNPMVVSSQR\n",
      "QVFEGLVIKR\n",
      "YSDNEEEKVITR\n",
      "YAGFATAEESNKR\n",
      "SFVGHTIAVHDGRK\n",
      "FEMIIEEFKK\n",
      "AFEFANNRK\n",
      "LTGLTIAEYFR\n",
      "SFDADKLAENFK\n",
      "TGAVEHIPIAR\n",
      "SVLEIKDLHVEIEGKEILK\n",
      "FQTTDEEALRK\n",
      "VNEVDHVNR\n",
      "PEEVLVTSMETHQR\n",
      "SELVIGTAGHVDHGK\n",
      "LGAGYITIAEHYISYR\n",
      "VIGDALSNIFR\n",
      "VSHDEIVEAAK\n",
      "EAPERPFVAILGGSK\n",
      "LGSGDAELAAFTTAR\n",
      "PSIDTGVCSTQTR\n",
      "DLFTELDLLKR\n",
      "NVFIGQPAVVGAHGIVR\n",
      "GQLLKKDALP\n",
      "VPMVGTTIPHEVTSVFGGAR\n",
      "NIALVHYTDGVK\n",
      "AKPGTITPHTK\n",
      "PPLSPILQR\n",
      "VTGVAGTVAAVAGAVYAIKK\n",
      "PDVLHAHDYHTAMIPFLLK\n",
      "IDYAWEEADTTYGK\n",
      "VATAEAEEIKAK\n",
      "GTIPHSVTGVFGAGR\n",
      "GQPADAYDHVTDR\n",
      "PTIALVGRPNVGK\n",
      "AFGEYGLQATTSHWITNR\n",
      "LLYTLDQILR\n",
      "SMPNINVIRPADGNETNAAWKR\n",
      "PILDQLAEEVHEDDLK\n",
      "STGEHEAVELR\n",
      "GENYEHTTMYKEFADEAEKEGFAK\n",
      "TERPEGIAAGTLK\n",
      "YAGHVSDKER\n",
      "IGVGGGGGNAINR\n",
      "QVNTVDIAEVLER\n",
      "PVVISVYEDK\n",
      "IIEDDKQGIIR\n",
      "DTTQGRFDGTVEVK\n",
      "YYLGPTPAKPGDPIGSAGPTTSGR\n",
      "GGFVIAGNSHAATK\n",
      "ANVTLFDQTGK\n",
      "IHVIDLQQTVK\n",
      "LPQAEAEVDPEAK\n",
      "PVLSAHSESVYIETK\n",
      "PMMFDIAHEVGK\n",
      "VIFYQLTELAR\n",
      "PEQLADLEEGYRK\n",
      "TSVVVVGTQWGDEGKGK\n",
      "SILTDNGATVVESKDWEK\n",
      "IGGPHGDAGLTGR\n",
      "LPGKLLTK\n",
      "ANDAVILFVGTKK\n",
      "ADAVIAEGMEAGGHIGK\n",
      "PLFGVLPYYK\n",
      "GADALGPLIQGLAKPVHDLSR\n",
      "PTPEEALAELKK\n",
      "DGMEAHGNSQIVR\n",
      "INVHLFRPFATDR\n",
      "QVVGTKPGLK\n",
      "PCLNMLNR\n",
      "SQDMYGSIDLVTDKIER\n",
      "PLEHAGDR\n",
      "FGEYGLQATTSHWITNR\n",
      "FFWNAHNNVLEEVAK\n",
      "PNELSGGEQQR\n",
      "IFEHYEVISR\n",
      "LEGMNGKPVVVR\n",
      "AELDNPYILITDKK\n",
      "PVAADLAAK\n",
      "NIEVTEAIRDYVESK\n",
      "PLSQIHYVTGFR\n",
      "LHSAETIKENTR\n",
      "GGSHSDAPIAFQEFMILPVGAPTFK\n",
      "ASFDEITGVGHR\n",
      "MGENPDRK\n",
      "PVVFMDTTTGYK\n",
      "NPLIQSLTEGQLR\n",
      "YGLQATTSHWITNR\n",
      "VADLYTAHIALHQVHWYMR\n",
      "SLGDGVFVNDAFGTAHR\n",
      "PALNVGYNSHK\n",
      "LMTTIHGYTGDQMVLDGPHRK\n",
      "PTINQLVR\n",
      "PLIHVELVEGR\n",
      "NTISEAGVDVIHGK\n",
      "GSGDAELAAFTTAR\n",
      "FPGDVFYIHSR\n",
      "ATGQVLAYSETYKR\n",
      "GDGVFVNDAFGTAHR\n",
      "ESYGATMFNVLTGFK\n",
      "HEAENHTGK\n",
      "LAFEFANNRK\n",
      "MHEVGLLAEHLTR\n",
      "ITSSSGLKEEEIDR\n",
      "LTPEEAEAHPQK\n",
      "SEYDFPGDDLPVIQGSALK\n",
      "EVGKIEAR\n",
      "PQGLTSLLAFDPSK\n",
      "YGDLPLREDLPGHGEGPGEK\n",
      "DIEAVHFASPPYTSPGALKK\n",
      "PAVVESMKK\n",
      "GDIEPTTGHISLGPDER\n",
      "EAAVATAVSALK\n",
      "TIDVTYENEQIK\n",
      "VMTDPIADMLTR\n",
      "VDHIGIGVNDLAATK\n",
      "FFGDPAEIKK\n",
      "STAHVEYETETR\n",
      "PLAVLSAMQEASKR\n",
      "PVSNKEAIAQVAAVSSR\n",
      "PNEQELVGKK\n",
      "DVIACHPEK\n",
      "LALTFDELTER\n",
      "PSQEEKDYLK\n",
      "PVGEPADLHR\n",
      "DHMVEEFKK\n",
      "ALILGDNIYHGPGLSK\n",
      "PGVTLLDHSSDASHNR\n",
      "NTTNSHATLVK\n",
      "ILMHPAPVNR\n",
      "DVTDEEGDDVTNDIFVGAK\n",
      "TEEELAAERERQEAAGETPR\n",
      "ALTPAGVHSLVGK\n",
      "MIPHNTTPK\n",
      "QGTGVKDDDFVR\n",
      "THPIHVFSEIGK\n",
      "NALAALYDHSLSDVVR\n",
      "TAGESHGPR\n",
      "TLLQLQDVTYR\n",
      "PAVDPLASSSR\n",
      "LGNIIAEIFKR\n",
      "PESELVDTLFR\n",
      "ASWMGAHAVDLLK\n",
      "EGGHTVGAGVVTEIE\n",
      "SVTSSVMQFDYDGKR\n",
      "GVEGTAGIGHTR\n",
      "ALIWGVKPVIVDR\n",
      "IMTDADVDGAHIR\n",
      "VPSDVPDTTRPLAAIDDDAK\n",
      "LDDELAKDIDEEVETLAELKEK\n",
      "SEADNIYHEEMAK\n",
      "PVEDVFTITGR\n",
      "PIFEHYEVISR\n",
      "ESGYHFTETDIESR\n",
      "LYSDNEDEKVITR\n",
      "FVVKDHAK\n",
      "PAVDIHVLQGERPMAADNK\n",
      "PLSLGIETMGGVFTK\n",
      "PVELFDEDKR\n",
      "AWLADGAQPSDTVR\n",
      "VFESLRPTPELSFAVR\n",
      "GMNVSHSHIR\n",
      "PDVYFQHR\n",
      "ALVVVGDHNGR\n",
      "GIAIISTSEGLLTDKEAR\n",
      "CGIVGVVGNTNATDILIQGLEK\n",
      "VSEVPALEQYGHYFDR\n",
      "TGNSPVHK\n",
      "EAATDVATFAPSNK\n",
      "PADDYTDPAPATAFAHLDSTTNLER\n",
      "TIGNAVSLNHMYADTR\n",
      "PVNIPLNDAETQK\n",
      "DVGAIEYIHKR\n",
      "FEDEPVSEDVKQR\n",
      "PQANKDLAQEELK\n",
      "TNSVFQGR\n",
      "EVQDYDGNVKER\n",
      "PVVIEQTSR\n",
      "AIDFLNHHFANLQTKEER\n",
      "PTAEAEEIKAK\n",
      "VASHMDEVGFLVSEIKPDGTFR\n",
      "MAINPEFFGDPAEIKK\n",
      "MTTIHSYTNDQK\n",
      "IGGGVIPDADIPGLKK\n",
      "VSLHTAKPGMVIGK\n",
      "AMNSILGLFAQSPLKPLQK\n",
      "WNAHNNVLEEVAK\n",
      "AEEYGHSFER\n",
      "IEIVGIKEETSK\n",
      "NLFPASHFWR\n",
      "TPITALPTELAAMR\n",
      "PTSANFSTDLHSLGQFIQEGTR\n",
      "PVAVAAAGGAEGGAAK\n",
      "IDAGEFAYIVGPSGAGK\n",
      "FMAKPGQVER\n",
      "LLTGLGMPFAK\n",
      "ELPYIEKDLEGFK\n",
      "NNMVVGVSEGFKK\n",
      "LAEVVGYGNTCDAHHMTSPHPEGLGAIK\n",
      "STHPIHVFSEIGK\n",
      "QAQYAGTGR\n",
      "ADLYTAHIALHQVHWYMR\n",
      "PSYDIESFVNSIEKPR\n",
      "AVINFEIFK\n",
      "IFPEINFDDVDKTR\n",
      "YVTSLTLTTTQGPGIK\n",
      "INALAMLASK\n",
      "LTDPVMLAHLLK\n",
      "SIQLLNIGFGNMVSANR\n",
      "SEPLFLQSVMHEK\n",
      "SVAALDAHGILAQHAVEETGR\n",
      "AKPGSINPHTK\n",
      "VNHGHILVDGK\n",
      "DEAAAEKTDVNK\n",
      "AVGKPDDFKK\n",
      "PDTTVAHAADIMR\n",
      "VNNVIAEHIIGFDVR\n",
      "GAVHHTVHGR\n",
      "DADLWNAIAKEEER\n",
      "GKEDPHAWLNLENGIIYAQ\n",
      "LFEGDAKEYSYK\n",
      "LEIADRDGYPTK\n",
      "IGTDYVVIGHSER\n",
      "LDLSHALAFTSPK\n",
      "GGGVIPDADIPGLKK\n",
      "VETPERPFVAILGGSK\n",
      "ALVHYTDGVK\n",
      "VIAKPGSINPHTK\n",
      "LPAGVELTNNDNVVTVK\n",
      "PDLDAHLVGETIAR\n",
      "FPVLCGSSYK\n",
      "VAADFGQEVADKVR\n",
      "PILGLDVWEHAYYVK\n",
      "IASQILAANEKGDTK\n",
      "TAVSHLVTVEEVK\n",
      "SITSVKPGEGK\n",
      "SLNDGHTFVAPEQIEEEFKK\n",
      "LYIIRPNIEEEAK\n",
      "AALAYGLDKTDKEEK\n",
      "VLAAGIGSR\n",
      "IEVTEALRDYVESK\n",
      "DGAAHVTDYSNAAR\n",
      "LNLVRPEYFIPVHGEYR\n",
      "LNVGSMAHSTGK\n",
      "TVEMLGNVVGSKPVR\n",
      "PNFPIVLHGASSVLPEFVAK\n",
      "SQKPVNTGKK\n",
      "PLGHLEKPEVR\n",
      "FGAPTVWANSFSEKER\n",
      "TVASFDEITASKPEK\n",
      "VLINEWHLLAR\n",
      "FPLGHLEKPEVR\n",
      "QVVADLYTAHIALHQVHWYMR\n",
      "LELFKPFVMR\n",
      "PTHVLVAFDAGK\n",
      "PAISGHEAPVRDYLR\n",
      "EAAVAAAVEALK\n",
      "LGGTLTNWDTIQKR\n",
      "GLYHIVNVEANDDAALKEFDR\n",
      "AVTNPTVNSYKR\n",
      "ATIGNAVSLNHMYADTR\n",
      "YADYLHEDLAIR\n",
      "ADGSWIAVRPSGTEPK\n",
      "LVVAHELAHQWFGNLVTMK\n",
      "YAFAQDFTVEGGSLGEMHAAK\n",
      "DSILTDNGATVVESKDWEK\n",
      "PIYAGPLALALIR\n",
      "TPAPTTETAETTKK\n",
      "GYSEGTVPLHTLR\n",
      "DILEEVIKEHPVLLNR\n",
      "TNNLEWTQAILR\n",
      "ATGIDFLAAGIGNIHGPYPANWK\n",
      "DYVVIGHSER\n",
      "YPAVDPLASSSR\n",
      "EVIEDDKQGIIR\n",
      "PAFVSFDAEK\n",
      "SQETTSQQQQMLR\n",
      "LEEVIKEHPVLLNR\n",
      "SWSFDNTKPIYLQIMEK\n",
      "YEFLDKLVTVSLPR\n",
      "KPAVEGSGVAAGGAVR\n",
      "LSIAFANAGQHQDTGAK\n",
      "FALLGKPGFEELGAELNAR\n",
      "NSAVANAENNFGLEK\n",
      "YADADKVEVR\n",
      "QTMGIILEELGLRDK\n",
      "AILGVSIAVAR\n",
      "EFGHEVAFASAR\n",
      "ADEAEKEGFAK\n",
      "STLEIKDLHVEIEGK\n",
      "TISAQHFGHAVR\n",
      "EVIQDGMFDLIDAGK\n",
      "SPIIMAPVAAHK\n",
      "DHIANTPK\n",
      "SDAFADVAK\n",
      "YGKPIDEYKGK\n",
      "SGADALGPLIQGLAKPVHDLSR\n",
      "FADEAEKEGFAK\n",
      "TINTAHVEYETAK\n",
      "AQHLVDEAK\n",
      "PAPAAAAAPVPAGAETVK\n",
      "PSLTVTNVPGSTLSR\n",
      "EDHDAGFPR\n",
      "GIAILSTSEGLLTDKEAR\n",
      "LEAGVHFGHQTR\n",
      "VIHAGAYAK\n",
      "LPEEMIHEEVHR\n",
      "GGLTLLDTLQSESGVDALRK\n",
      "WFGSDVGQVSNRK\n",
      "AAALAYGLDKTDKEEK\n",
      "NNMVIGVSEGFKK\n",
      "PCGDGNVVAAAR\n",
      "TAAALAYGLDKTDKEEK\n",
      "NPDHYEEAR\n",
      "TLGGAPYSSMTEFLEHSNIEER\n",
      "ANIGLVQMSQVVNSYPGYGALDMK\n",
      "AITAITSVQEFDEK\n",
      "PLITDATGKK\n",
      "PFFRPEFLNR\n",
      "FNVPVKDGVITNDNR\n",
      "QGENPSASNQLIQKK\n",
      "LNQVVADLYVAHIALHQVHWYMR\n",
      "SEVPALEQYGHYFDR\n",
      "TDTEIAAHLIGK\n",
      "NLFAAGLALGTVGLK\n",
      "LVSHDEITEAAK\n",
      "NDIPGLSAVKPK\n",
      "LNNMVIGVSEGFKK\n",
      "LISLGDQVIGVLGQVHPVTAK\n",
      "TPAHDPNDFLVGQR\n",
      "SYFSENEIAAAMTVK\n",
      "EIVGEEHYAVASEVKR\n",
      "VFVGAHGNSIR\n",
      "PVIDKGDFDTK\n",
      "GALTVAVVTRPFGFEGSK\n",
      "TITSAATTAQWDGHR\n",
      "SMASDGGSLKR\n",
      "AAEGVVQSYIHAGGR\n",
      "FDTVAQELAAGGK\n",
      "PAGVLLEGPPGTGK\n",
      "DLVTATLTGDKK\n",
      "NIGQVMELHLGMAAR\n",
      "ADHPEVFDEIDR\n",
      "DAQHFGAYQHNGGR\n",
      "LPGLAALTDK\n",
      "TNYAIILAAGK\n",
      "PTAAALAYGLDKVDHEEK\n",
      "AACGAGVNSSHQIK\n",
      "QFFDKELAAR\n",
      "EGMNGKPVVVR\n",
      "ALPLANIPVGTLIHNIELKPGK\n",
      "LITADHGNDPTYAGTDHTR\n",
      "AYGLDKTDKEEK\n",
      "GNEQHGLVNLGK\n",
      "VVGNEQHGLVNLGK\n",
      "EGASHSSKEER\n",
      "PMLATGGSAILAIDSLKK\n",
      "LLNNMVIGVSEGFKK\n",
      "YLFIAHDLSVVR\n",
      "PVGTIIHNIELKPGK\n",
      "FGVTAAAPVAVAAAGAADAGAAK\n",
      "AEEYLGEKVEK\n",
      "TINTAHVEYETETR\n",
      "NNMVTGVSEGFKK\n",
      "VHHTVHGR\n",
      "SSGMNVSHSHIR\n",
      "GEYGLQATTSHWITNR\n",
      "LPDPFENMGAQLVK\n",
      "SAVELTQATLADIKER\n",
      "MLETMTEKPR\n",
      "PVEPLVTGQR\n",
      "TITSAATTCHWK\n",
      "SIVYGAFEQIK\n",
      "LMSTHVLDSAEK\n",
      "INTAHVEYETAK\n",
      "VAALDAHGELALHAYEETGR\n",
      "VLYTGATVEEAIQK\n",
      "GLAAPQLDLSKR\n",
      "ELGQFHIPTFGR\n",
      "TDYVVIGHSER\n",
      "IAEHIIGFDVR\n",
      "GYGNTCDAHHMTSPHPEGLGAIK\n",
      "EVTAYIPGIGHNLQEHSVVLLR\n",
      "YGDYHALR\n",
      "EGSRVSFRER\n",
      "TPGLIDCHTHLVYGGSR\n",
      "LLVENTRFEDVDGKK\n",
      "IAFDGHIDTVGIGNR\n",
      "DGDIGDSHVGLQAR\n",
      "IMDTPGHADFGGEVER\n",
      "GSPNRPIGSFLFVGPTGVGK\n",
      "EVPMVGTTIPHEVLSEFGGAK\n",
      "DMHLSTMAQNIR\n",
      "TELKPFHSTEIYR\n",
      "GAQLQTDQAEADKK\n",
      "TEEYNEEFSRK\n",
      "VVDPHKEQIAVK\n",
      "PGIQGGPLEHVIAAK\n",
      "TAVLQSTHFVVR\n",
      "IPLNDAETQK\n",
      "FVESSVDDRPMK\n",
      "PSPTGPFHIGGAR\n",
      "GALSMNAGVFHFDSSK\n",
      "SLAMIISQPGGPEVLKAVER\n",
      "VVADLYVAHIALHQVHWYMR\n",
      "SNQPITDMIETIER\n",
      "DTTGVAPTTTMADRK\n",
      "PVGTLIHNIELKPGK\n",
      "TTENIGEIVIAPR\n",
      "AELLAENLGVEK\n",
      "IEVPMVGTTIPHEVTSVFGGAR\n",
      "VVITAGAPQKPGETR\n",
      "TYADADKVEVR\n",
      "PSYDVESFVNSIEKPR\n",
      "ALIYDNRPYK\n",
      "LEAKPGETEEDEKVR\n",
      "ETDGYNAIQVGFDDKR\n",
      "SFDDEKLLDNYR\n",
      "DENAAVVIKEDK\n",
      "AGDIEPTTGHISLGPNER\n",
      "LPQLVEELNKR\n",
      "EGMDGKPVVVR\n",
      "TLHRPNDSK\n",
      "PMMQAIHNTVEAIR\n",
      "PLLQKENDEVNK\n",
      "HDVLIRPVITEK\n",
      "TQSIAKPAVQFGGR\n",
      "FHEAENHTGK\n",
      "FTMVDYDKFTIHPEIQGNLR\n",
      "EYWVAVVKPGR\n",
      "GEMNDHELWETTMDPEHR\n",
      "GVLEMDHMGAPFSR\n",
      "LVDDGKLGLR\n",
      "GYITIAEHYISYR\n",
      "DIFSGDKLGVGLK\n",
      "IASFDEITGVGHR\n",
      "PGTPTGDIVDFIK\n",
      "TIHPEIQGNLR\n",
      "AIAGALETMTK\n",
      "YTPLHGTGEMLAR\n",
      "FGPTAALLINAIKK\n",
      "ASKDFHVVAETGIHAR\n",
      "ALTSLEIKDK\n",
      "IPRPIFNQR\n",
      "DLSHALAFTSPKK\n",
      "PEESVLNEAIQAFK\n",
      "VNNIIAEAIIGYDVR\n",
      "LVVSEAFANEGPTMK\n",
      "TPVSTMLEHVLMSR\n",
      "PGFPIVLHGGSGIPDDQIQAAIK\n",
      "TVAVVTRPFGFEGSK\n",
      "DGQHLTDFEGLLK\n",
      "EEYIPHADLR\n",
      "YAVDCHSGQFR\n",
      "MTTIHAYTGDQMILDGPHRK\n",
      "GIVRPVNIPLNDAEQQK\n",
      "ALDLSHALAFTSPKK\n",
      "FIGEHEDKNR\n",
      "AKPEESYEELEK\n",
      "AELSADKAFAVVADVSK\n",
      "GEESGPKGDVISNFDIR\n",
      "GTVPHGGFGIGIER\n",
      "LTVGVVTRPFGFEGSK\n",
      "SIHIAAQQGEIADK\n",
      "GTLIHNIELKPGR\n",
      "AELALISGQKPLITK\n",
      "TVQAVEGDGKVER\n",
      "NFENTDPHEAAR\n",
      "YASIDAAPEERER\n",
      "YIIRPNIEEEAK\n",
      "VVTRPFGFEGSKR\n",
      "ESSVDDRPMK\n",
      "PIHASNVQVLDK\n",
      "PGYEAPVYIAWAGQNR\n",
      "GGTLTNWSTIQKR\n",
      "SIDAAPEERER\n",
      "PFITAGAAGPLHLEMTLTR\n",
      "DVTAAHLAAQHPVTDVHAVER\n",
      "VLESLEHAEKR\n",
      "GMSTVPEVIVAAHSGLK\n",
      "AIILPELPYAYDALEPYIDEETMHLHHDK\n",
      "SELLFNELPRPTFR\n",
      "GADFLYSVSTLHDR\n",
      "FEIAGVSEEIAR\n",
      "PVLCGSSYK\n",
      "GFLGLLHMDVIQER\n",
      "GPTPAKPGDPIGSAGPTTSGR\n",
      "TNLSTDLHDVEK\n",
      "QAENEEIKQR\n",
      "PSTLHNALK\n",
      "PLSVFQEGQYGVK\n",
      "DTGRPISVPVGK\n",
      "IEVPMVGTTIPHEVR\n",
      "AEIHDMGIGR\n",
      "VVSPDHGGVTR\n",
      "PVGTLVHNIELKPGR\n",
      "LIFPEINFDDVDKTR\n",
      "IDGDIGDSHVGLQAR\n",
      "DEANTQVAAHEAEIK\n",
      "IVAKPGLDGHDR\n",
      "YPESISSSNSR\n",
      "IAKPGSINPHTK\n",
      "NTAHVEYETAK\n",
      "DDNAAVIIRDDK\n",
      "NGLGIAIISTSEGLLTDKEAR\n",
      "SQEQIKPALDR\n",
      "ILTDNGATVVESKDWEK\n",
      "NVEANDDAALKEFDR\n",
      "NVGSMAHSTGK\n",
      "TLTAAVVTKPEVK\n",
      "LTGLGMPFAK\n",
      "QVLAKPGSINPHTK\n",
      "LTALEIKDK\n",
      "ETAVATAVEALK\n",
      "VGTLIHNIELKPGR\n",
      "DYAWEEADTTYGK\n",
      "FAFESAQVLAAHGIK\n",
      "LADHPEVFDEIDR\n",
      "SEFTFEIEEK\n",
      "VIPHVVFGGK\n",
      "TVNLDWENLGFSYMK\n",
      "TLDRPALLGR\n",
      "FIEEYLDEANIR\n",
      "VVPTDGSENAKR\n",
      "PMMQNIHNAIESVR\n",
      "VGANEDGYHLTGVNPGR\n",
      "QDLVQATLTGDKK\n",
      "PILEQLAGEVHEDELK\n",
      "AHITVAVAEK\n",
      "HELKPAEGSR\n",
      "DSTIADIAVATNAGQIK\n",
      "GTYNPLVEENQVTLKEER\n",
      "SLIMQENAK\n",
      "GLQATTSHWITNR\n",
      "QLHDVLIRPVITEK\n",
      "GILPGHINLIAPLEVDELKVR\n",
      "YAGPEHPHAAQKPEVLEISVR\n",
      "GMEAHGASQIVR\n",
      "IDSHSALER\n",
      "EEFHVAHISTGDMFR\n",
      "EVPMVGTTIPHEVR\n",
      "LALISGQKPLITK\n",
      "NEEEGRVSLSLK\n",
      "VPSGASTGEHEAVELR\n",
      "LDLTNHIHTLLR\n",
      "YTREKGNSK\n",
      "TVDYFDKDGEKHR\n",
      "TELGHIQR\n",
      "DGSSTNFDLYKR\n",
      "DCADADLVVITAGAPQKPGETR\n",
      "AEIENDPELDEEGRK\n",
      "EQFGDEQVHIWR\n",
      "ILAAGTSYHAGFASK\n",
      "FSNYRPQFYFR\n",
      "EGFGDGEIVHTR\n",
      "AILNEMKEIDAK\n",
      "EPTAAALAYGLDKTDKEEK\n",
      "NDLTDPVMLAHLLK\n",
      "FEDSESITHQLR\n",
      "MIVPAGAPSFK\n",
      "PIGHALIGKK\n",
      "ACGAGVNSSHQIK\n",
      "EAHGASQIVR\n",
      "PGYEAPVYIAWAGR\n",
      "PVCAHPQAFFQR\n",
      "DHLVAEFKK\n",
      "DPVMLAHLLK\n",
      "WNTNHSYDEAR\n",
      "AALDAHGELALHAYEETGR\n",
      "VFDGSYHDVDSNEMAFK\n",
      "ALVVAHELAHQWFGNLVTMK\n",
      "GDALDLSHALAFTSPK\n",
      "VDLIYEGGFKK\n",
      "GDIGDSHVGLQAR\n",
      "AFESAQVLAAHGIK\n",
      "PFATIGNAVSLNHMYADTR\n",
      "DLVDVTAAHLAAQHPVTDVHAVER\n",
      "PDAMVTSISYDAK\n",
      "PELNGKLDGSAQR\n",
      "CTHMADLDFGK\n",
      "EVTLHRPNDSK\n",
      "VTAAEAEAEKDR\n",
      "TSEENEDKYLR\n",
      "TISQEQIKPALDR\n",
      "AALYDHSLSDVVR\n",
      "QAALDMIKPGVTAHDVDR\n",
      "YVHEYDLLR\n",
      "PYPPGVLCVQPGER\n",
      "YDGSYHDVDSSETAFK\n",
      "SALALMLHQMGHTVQGSDVEK\n",
      "VADLYVAHIALHQVHWYMR\n",
      "PVGTVIHNIELQPGK\n",
      "ALLNYADGEKR\n",
      "ANDAVVLFVGTKK\n",
      "EAGVHFGHQTR\n",
      "GALTVGVVTRPFGFEGSK\n",
      "FTTAAIDLGAHPEYLGANDIQLGKK\n",
      "IAFANAGQHQDTGAK\n",
      "ITSSSGLKEDEIER\n",
      "YENPGGSIIMYAHR\n",
      "GNAVSLNHMYADTR\n",
      "ATFTQYVEAK\n",
      "AVIDGHDGMGQLLGHK\n",
      "IQGEGTAADADYSGENLK\n",
      "PVSTMLEHVLMSR\n",
      "FDTVAEELAAGGK\n",
      "IEFEKPNITK\n",
      "SIITDVYAR\n",
      "CVVGKPESTLAK\n",
      "LDADYKVEGDLR\n",
      "PAPAPAPAAAAAPVPAGAETVK\n",
      "VDADYTVVDDDKK\n",
      "LRPDVAEEGTDRDR\n",
      "SMLEHVFR\n",
      "DTTISAQHFGHAVR\n",
      "EELALISGQKPLITK\n",
      "FPSFIGYTIAVYDGRK\n",
      "VITATNMLETMTEKPR\n",
      "GAAHVTALASRPK\n",
      "KPYQVTMDVMK\n",
      "IEPEVVKPIQGLK\n",
      "GESVDKVVEATK\n",
      "GQVMELHLGMAAR\n",
      "LLNDHEGTNLK\n",
      "SDGLHQAIEAK\n",
      "VDIYEKDGR\n",
      "PSFVGHTIAVHDGRK\n",
      "IFQTTDEEALRK\n",
      "EAVAETDEDLMMK\n",
      "TVIDFTAEVEK\n",
      "GIVGSNYEQSYNRK\n",
      "ADEANTQVAAHEAEIK\n",
      "ILQARPETVWSR\n",
      "VFIGQPAVVGAHGIVRPVNIPLNDAETQK\n",
      "MVGKPALPHLK\n",
      "AQAQYAGTGR\n",
      "TISTAHVEYETETR\n",
      "DANSNVENITDEVIKR\n",
      "TLTYSEIMIR\n",
      "PFITDVLAR\n",
      "YNYKPIFDATSVEK\n",
      "AAAEAEELKAK\n",
      "SMNAGVFHFDSSK\n",
      "VEFEEKPAEPK\n",
      "FPEINFDDVDKTR\n",
      "EQYVVTGLEMFRK\n",
      "PLSVPQGAIGLFTR\n",
      "APVAADLAAK\n",
      "IQHIGTQVFNR\n",
      "PTPLLEEEIR\n",
      "TINTAHVEYETEK\n",
      "MDMMGDKINAR\n",
      "PTIEVEVYTESGAFGR\n",
      "AALDAHGILAQHAVEETGR\n",
      "QDNFGVVEGLMTTIHAYTGDQMILDGPHRK\n",
      "DISQDMYGSIDLVTDKIER\n",
      "EEVITRTKDNTELR\n",
      "VEGLMTTIHGYTGDQMVLDGPHRK\n",
      "TVANFLGFHGK\n",
      "PEGVLEMDHMGAPFSR\n",
      "AAGLHPSPVPYAHITTTTTHK\n",
      "LAKPGTITPHTK\n",
      "TSSGMNVSHSHIR\n",
      "VEDHDAGFPR\n",
      "TFKGHGKDEK\n",
      "SLTSQLITDVFPDLDKVEK\n",
      "PYFGSSEWLR\n",
      "VAALDAHGILAQHAVEETGR\n",
      "PNYAIILAAGK\n",
      "TIAHVIDTR\n",
      "DEPDGIMLSNGPGD\n",
      "GYDVFYLTGLDEHGQK\n",
      "MDSLNAHLDVVSER\n",
      "GIDLGTTNSAVAVLEGTESK\n",
      "IDFLNHHFANLQTKEER\n",
      "PDSVTVGIVR\n",
      "PVGSASSIVYR\n",
      "IDSNEEKLNQTR\n",
      "TGQLPGNTESDVQMQQHASGMK\n",
      "MAANKAFTLVID\n",
      "PNTLLQMLLR\n",
      "GIQVIGSLVGTRK\n",
      "ELLAENLGVEK\n",
      "LGQTVQAVEGDGKVER\n",
      "TIGGIYGEIVELDDEKVK\n",
      "VAVVTRPFGFEGSK\n",
      "SHGDHQEQGER\n",
      "AAIDLGAHPEYLGANDIQLGK\n",
      "SGEIPTTLVEHNQDLQR\n",
      "PDEVVAMGAAIQGGVITGDVK\n",
      "LPLANIPVGTLIHNIELKPGR\n",
      "SDSLAAHIDQMGLPEK\n",
      "SGVLQSGSYVLNTSK\n",
      "ANIYDLANELSR\n",
      "PYSSMTEFLEHSNIEER\n",
      "DTTSGEKPVIK\n",
      "DELMDSLNAHLDVVSER\n",
      "PAHDPNDFLVGQR\n",
      "GSMAHSTGK\n",
      "AVIGYGSQGHAHAQNLR\n",
      "VFQTTDEEALRK\n",
      "LERPALLGR\n",
      "SLKDQLKEDMK\n",
      "DYFDKDGEKHR\n",
      "SQAQYAGTGRR\n",
      "PLIQGLAKPVHDLSR\n",
      "SPTGLLHIGNAR\n",
      "AFETSVSLK\n",
      "FVEGVNTVKR\n",
      "WMLTAELGQAPGLR\n",
      "NDQHGRPTWTR\n",
      "VLAAPGSINPHTK\n",
      "TAIAQLMVFVNAANKEDK\n",
      "ISAQHFGHAVR\n",
      "DWVITAEVVTKPEVK\n",
      "VEEEAPKDLLR\n",
      "LLDEALSWHKR\n",
      "TVGVVTRPFGFEGSK\n",
      "YFGAHTYQR\n",
      "AIFKDSDKYTVK\n",
      "DGHVGGAVVWNMK\n",
      "VVSGADKEVVGAVAADIRK\n",
      "VGLDSLSEKDR\n",
      "PLEDVEVQTPLTK\n",
      "APEIVGEEHYAVAAEVKR\n",
      "EGTEVTLHRPNDSK\n",
      "NDEVEIVGIKEDIQK\n",
      "IVTAGHVDHGK\n",
      "IEAGVHFGHQTR\n",
      "QDMYGSIDLVVDKIER\n",
      "ALCKPFLEEAGR\n",
      "TDAEGDDVTNDIFVGAK\n",
      "AAVNDLTIIAGQKPVITK\n",
      "PWGKPAHGVK\n",
      "LGIQHLPEDEVVEEQK\n",
      "VGTTIPHEVLSEFGGAK\n",
      "IDQAHALDAILK\n",
      "PSFVGHTIAVHDGR\n",
      "GMSALALMLHQMGHTVQGSDVEK\n",
      "AVTNLSEEGKK\n",
      "PALEQYGHYFDR\n",
      "TTIDFTAEVEK\n",
      "TGEGLKEAK\n",
      "VVSEAFANEGPTMK\n",
      "PVLETGSIIQTHTGENAFAVLVR\n",
      "TEQFFDKELAAR\n",
      "TVTELKPFHSTEIYR\n",
      "LGIEHLPEDEIVEEQKVK\n",
      "NIMDTPGHADFGGEVER\n",
      "QIFHLLHVAGAYWR\n",
      "QVDAQYRPQIEK\n",
      "ETIRVEPR\n",
      "GEITEEKLETVR\n",
      "PELAEDLDGLGYLQGK\n",
      "TIYNSITELVGK\n",
      "AIDLGAHPEYLGANDIQLGK\n",
      "PITSLEIKDK\n",
      "FVGAHGNSIR\n",
      "AEETLHVGDVITGK\n",
      "QANAHPIQLPIGAEDDFR\n",
      "SLAHASNVLGVVNPIK\n",
      "IDFYHLDGIR\n",
      "NQVVADLYVAHIALHQVHWYMR\n",
      "NEPTAAALAYGLDKTDKEEK\n",
      "IADYFEETAHNESAHAK\n",
      "TRPLSATKR\n",
      "IIDEAWKNPEFQAASK\n",
      "IVSLHTAKPGMVIGK\n",
      "ELGLKPSDILTR\n",
      "IAEAHDEAKR\n",
      "YDFPGDDIPVIQGSALK\n",
      "DENAAVIIRDDK\n",
      "FTISQEQIKPALDR\n",
      "PEIVGEEHYAVAAEVK\n",
      "IHEQERPR\n",
      "TEHLDLFTDLTEVAK\n",
      "NMVTGVSEGFKK\n",
      "YEFLDKLVSVSLPR\n",
      "YAEEYLGEK\n",
      "PNSTGAAK\n",
      "AAEAEAEKDRLHGVGIAEQR\n",
      "LAKPGSINPHTK\n",
      "DVELTAAGDKK\n",
      "PILTSYIAHR\n",
      "GVEIGDKHIEVMVR\n",
      "LDGIQVIGSLVGTR\n",
      "DNVNNVIAEHIIGFDVR\n",
      "QPDLLDFD\n",
      "LDLSHALAFTSPKK\n",
      "GLVGSNYDQSYNRK\n",
      "TIIGNANPDDKVR\n",
      "AFFQGVAFKPNFIEK\n",
      "AAAFALGAHAVQMGTR\n",
      "YVVGQEQSNHFR\n",
      "DVQGVSCHGSAPER\n",
      "ALNIENIIAEIK\n",
      "ILYIIRPNIEEEAK\n",
      "YVVDPHKEQIAVK\n",
      "FDDEPIDEETKQR\n",
      "KPIHVFSEIGK\n",
      "PLVDFIVSDAVLAVGKK\n",
      "SVGLVHTADAAAK\n",
      "LGFDCASSEFYDKER\n",
      "LKPYQVTMDVMK\n",
      "PLHNPANAAGIR\n",
      "FTFLSLDEIEEIRK\n",
      "FGYHVKDPER\n",
      "PGVIKEGVATAEAEEIKAK\n",
      "DLIFLHCLPAFHDTNTVYGK\n",
      "GDVVADKLTTYGDQWK\n",
      "EAHKNGVK\n",
      "PAGSIADFTSFSFHAVK\n",
      "PLDASSVGDIISR\n",
      "EEQLGEIVIAPR\n",
      "FAPEVQKPVK\n",
      "GGAPYSSMTEFLEHSNIEER\n",
      "PTTHIAVLYTDTINPR\n",
      "FLQALNTTKR\n",
      "NDTTAINLHFIR\n",
      "NVVDADYTVVDDDKK\n",
      "PTNESAPQKR\n",
      "PGNEEEIRR\n",
      "TLLALENVTK\n",
      "VVSGPSHAEETIVR\n",
      "DGYNAIQVGFDDKR\n",
      "TDGYNAIQVGFDDKR\n",
      "DALGPLIQGLAKPVHDLSR\n",
      "YYTHSNHPGGLK\n",
      "VAKPGLDGHDR\n",
      "TEEEAAHHPQR\n",
      "YGSIDLVTDKIER\n",
      "SLGDGIFVNDAFGTAHR\n",
      "AGLHPSPVPYAHITTTTTHK\n",
      "PLFQAFLDSHK\n",
      "ALASGADLVAIGR\n",
      "PLFATMGIALPGGIAAK\n",
      "QVDPDFRDSLK\n",
      "ISSVSDDKGR\n",
      "IGYSFEGKPITAK\n",
      "VMGGIVLHHGDVPEMR\n",
      "NTLVGGVAGLLR\n",
      "PGQHGPNNR\n",
      "SQTIYFGTYTK\n",
      "PSAQESSAHAAQIVR\n",
      "VPGQHGPNNR\n",
      "ACEHVVNNMR\n",
      "LEASHHKPGK\n",
      "NPQMKPFIFGAR\n",
      "SVLEIKDLHVEIEGK\n",
      "TAHIALHQVHWYMR\n",
      "TVALVVAHELAHQWFGNLVTMK\n",
      "AAATDVATFVNQNSLPK\n",
      "SNISTDLQDVEK\n",
      "APSVNFDEATGDYSR\n",
      "AAHALAIFGDHQDVMAAR\n",
      "VDVTAAHLAAQHPVTDVHAVER\n",
      "PITSLEIK\n",
      "GTEHVLYAILHDGNALATR\n",
      "VGNALAALYDHSLSDVVR\n",
      "AVADLYVAHIALHQVHWYMR\n",
      "TALLPHLGYETASALAK\n",
      "AHIDAPGHADYVK\n",
      "LVRPSGTEPLIR\n",
      "YITPDVVHVMMEGR\n",
      "ESGNVVVHPDPEAK\n",
      "VVTATNMLETMTEKPR\n",
      "TFVTDSSHIVAVPTIDHGNK\n",
      "FEDEPVSDDVKQR\n",
      "ARPYVGEPGNFTR\n",
      "APIHVSNVQVLDK\n",
      "FDVELTAAGDKK\n",
      "IDYGTAEAHTTYGCIGIK\n",
      "GNALPLANIPVGTLIHNIELKPGR\n",
      "QDLVVATLTGDKK\n",
      "EAHLTVYPNEVVK\n",
      "NIPARPITVFFGGK\n",
      "QAPILEQLAGEVHEDELK\n",
      "MVDDKLHAR\n",
      "GASHSSKEER\n",
      "VIDTAHGHSAGVIR\n",
      "NVFIGQPAVVGAH\n",
      "INPLEHDIR\n",
      "LVLSENDKGWTK\n",
      "ARPITVFFGGK\n",
      "TDPVMLAHLLK\n",
      "PALGIQMMDLSNLSTSDLSQLKLPEK\n",
      "NPKGEAIITEVTGTVESIVED\n",
      "YNFMLDEHGK\n",
      "ALDASPTAVR\n",
      "QITTDLLHSELINGSSNPMLDAR\n",
      "DAQHLVDEAK\n",
      "LLVDDHEMVR\n",
      "GDVEIDTLPAPGKK\n",
      "AHLTVQIVTPDGLVYDHHASFVSVR\n",
      "TGTVLEHGK\n",
      "AAGIGNIHGPYPANWK\n",
      "GTYNPLVAENQVTLKEDR\n",
      "ATLAPSAHNSQPWK\n",
      "VFSTAADNQPAVDIHVLQGERPMAADNK\n",
      "LPGLAALTEK\n",
      "KIEIKEPLK\n",
      "ENPDVYFQHR\n",
      "NSGQHFAQTIVEDLK\n",
      "DLVKPGETLELLVLR\n",
      "GDESDLRVTELGHIQR\n",
      "YDFPGDDLPVIQGSALK\n",
      "AILSTSEGLLTDKEAR\n",
      "IGDALSNIFRK\n",
      "VAEPLFNRK\n",
      "PHLLDIQR\n",
      "YSYLAGDGSYTLEDRK\n",
      "GDLVAYVEEQTK\n",
      "MSTRLDKK\n",
      "PTDGSENAKR\n",
      "LINYADGEKR\n",
      "ALIESLPQASFKGEESR\n",
      "PGESAEEKDHVK\n",
      "EYHVIAETGIHAR\n",
      "EIPWCQKPYR\n",
      "TISQDQIKPELDR\n",
      "IATVGESEADAKEK\n",
      "AEEFNLKPASDVIPAVR\n",
      "HGDHQEQGER\n",
      "TFTISQEQIKPELDR\n",
      "VLTWEINHLNEHIK\n",
      "PEHFANVDK\n",
      "LKPSIDTLLDKVPSK\n",
      "YIAANKIEYVDYKDTELLSR\n",
      "AELELVCVPTR\n",
      "GTEVTLHRPNDSK\n",
      "PLVMGCYGIGVSR\n",
      "MASKDFHIVAETGIHAR\n",
      "AQDDIKETGFLLDGYPR\n",
      "GWIEIMGAGMVHPR\n",
      "KEFHVVAETGIHAR\n",
      "SGITMLEHVFR\n",
      "AIDLGAHPEYLGANDIQLGKK\n",
      "DSNEEKLNQTR\n",
      "PFVAILGGSK\n",
      "LVAANPVDVLTYSTWK\n",
      "VAIFQPHTFTR\n",
      "LPLGGATEVLGGHK\n",
      "AEAGHISYADLLPVLDK\n",
      "LPYIEKDLEGFK\n",
      "IVDLIYEGGFKK\n",
      "GGDGSYHGAMR\n",
      "ENAEIVELPEEMIHEEVHR\n",
      "PTYFPLVHPSPR\n",
      "LGHEGIGIVK\n",
      "PTDMDHIISPEGMGK\n",
      "SGGTENHLFLVDVTK\n",
      "TEDSTIADIAVATNAGQIK\n",
      "LKPGFEAITAAVEER\n",
      "EAGYHFVETDIESR\n",
      "LGKPGFEELGAELNAR\n",
      "HHMVDDKLHAR\n",
      "SGNVVVHPDPEAKR\n",
      "YIFPPKPSMR\n",
      "PSDAQVISHALMLR\n",
      "TVGLADDQQLVR\n",
      "AFANTNQHQDTGAK\n",
      "SFDVELTAAGDKK\n",
      "VFHNDQPVAWICAN\n",
      "NHHFANLQTK\n",
      "QDWVITAEVVTKPEVK\n",
      "TGDKEPGK\n",
      "GMSPEETHTILKK\n",
      "IESATSEFDKEK\n",
      "DQAHALDAILK\n",
      "APVCLISGVGPGTGSALARR\n",
      "PAESHVLPNDADLTTK\n",
      "AFTEDFKEGVR\n",
      "LEDHFENMGAK\n",
      "MTTIHGYTGDQMVLDGPHRK\n",
      "ALLINEWHLLAR\n",
      "PIIHVELVEGR\n",
      "LAACGAGVNSSHQIK\n",
      "YSDNEDEKVITR\n",
      "METRPLSATK\n",
      "PHSVTGVFGAGR\n",
      "YFEETAHNESAHAK\n",
      "IESIESHLDGDLNK\n",
      "LAELLAENLGVEK\n",
      "PYFRPEFLNR\n",
      "NQANHEVLEVPASNIK\n",
      "FGDHQDVMAAR\n",
      "PEIDTPGHALSFVK\n",
      "DGDGHLESSDPTK\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "IQGETPEQANAR\n",
      "EEEAPKDLLR\n",
      "IEIVGIKEETQK\n",
      "GLLHMDVIQER\n",
      "QTNVSSPQKR\n",
      "AAGASGIWVTNHGGR\n",
      "ITATNMLETMTEKPR\n",
      "AAVHPIEPVGAELR\n",
      "AAVMAHLAASLR\n",
      "DLVVATLTGDKK\n",
      "PDAGVEEIVANIYKETK\n",
      "VSPEAIKDDKVTILAHDIR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "PTVPGFVHVQDGQVAVR\n",
      "GDGSYHGAMR\n",
      "VGKPALPHLK\n",
      "LAALYDHSLSDVVR\n",
      "SALALMLHQMGHK\n",
      "SQDMYGSIDLVVDKIER\n",
      "LLNFFNIDDKLR\n",
      "GVGGGGGNAINR\n",
      "LDGSLKVPEK\n",
      "DGMEAHGASQIVR\n",
      "GASNHQQGPVSDYIGNR\n",
      "SDIEIANSVQMKPIK\n",
      "SPTIDKGDFDTK\n",
      "PATILVQTASK\n",
      "STFDAEVYEELQEDAKK\n",
      "FGVVEGLMTTIHAYTGDQMILDGPHR\n",
      "GLLSGLMGNASQK\n",
      "GIGNIHGPYPENWSGLHLDHLQK\n",
      "IVPNSTGAAK\n",
      "VLIRDDKTPR\n",
      "TDTTAPAKPEVK\n",
      "SLFVESSVDDRPMK\n",
      "TSLDFAEITTNTPEK\n",
      "ETDPGIRGDTATGGNKPAVLETGYTVK\n",
      "GLAKPVHDLSR\n",
      "GSMGPVAPNR\n",
      "SPEIVGEEHYAVATEVQR\n",
      "AFALGAHAVQMGTR\n",
      "IIDTPGHVDFTIEVQR\n",
      "PNMASGNVAMR\n",
      "SNANALGMVETK\n",
      "PTSTHQVDR\n",
      "AAGIGNIHGPYPANWEGLDLDHLKK\n",
      "SDAFTDVAK\n",
      "PEIVGEEHYAVATEVQR\n",
      "LNNMVVGVSEGFKK\n",
      "TSITDGKEMIEPLEER\n",
      "AITATNMLETMTEKPR\n",
      "ECNVGKPQVAYR\n",
      "ITAPGGSDVK\n",
      "LSAVMEQHAR\n",
      "PDLNAANLESAMR\n",
      "VGIVPILTSYIAHR\n",
      "LNQVVADLYTAHIALHQVHWYMR\n",
      "ILHNLNETIGK\n",
      "IYPAVFDHVTTDMR\n",
      "STGEHEAVELRDGDKSR\n",
      "GAANIVPNSTGAAK\n",
      "PDADIPGLK\n",
      "EAIDAYRPITPEDIVITHDSVRPFITLR\n",
      "SFDVELTSAGDKK\n",
      "TLEHKESGER\n",
      "NGLSYSQLMHGLK\n",
      "MPHATPSDR\n",
      "YTEKDVLR\n",
      "IPALTEETRR\n",
      "EFNEGDKIVR\n",
      "VINWNKVDELYAAAK\n",
      "VGDEGGFAPR\n",
      "AVHHTVHGR\n",
      "TFMAKPGQVER\n",
      "FLLDTKGPEIR\n",
      "ISLGDQVIGVLGQVHPVTAK\n",
      "PDFRDSLKR\n",
      "SWYDNEMSYTSQLVR\n",
      "HRDRTPASLHAPCGR\n",
      "EGGPNSVQYAIPAGK\n",
      "ASLGDGIFVNDAFGTAHR\n",
      "EIENDPELDEEGRK\n",
      "SQWITEEQTPHLR\n",
      "IGEHEDKNR\n",
      "NDLTIIAGQKPVITK\n",
      "AVQMEYEKDVK\n",
      "VLDLEEAKVER\n",
      "IANQLFPVLCGSSYK\n",
      "EPTSTHQVDR\n",
      "SPEIVGEEHYAVASEVKR\n",
      "AALVVVGDHNGR\n",
      "NVGDTVEVVGLKEK\n",
      "SQEQIKPELDR\n",
      "AAYFAYHILSQR\n",
      "PGIPGMLEFDIPVR\n",
      "FEGDAKEYSYK\n",
      "SFTNLVDFDALYGHR\n",
      "FDIELTSAGDKK\n",
      "QLTDIPAAPR\n",
      "TISPVHTTESFLK\n",
      "ALNIENIVAELK\n",
      "DGGNEPLMGTVFMDTDNKK\n",
      "ITSLEIKDK\n",
      "VPSGASTGEHEAVELRDGDKSR\n",
      "YLDGQGFLEVETPVLHNEAGGAAAR\n",
      "VSHDEITEAAK\n",
      "PQIEVTFDIDK\n",
      "VLSDIEIANSVQMKPIK\n",
      "PLIQSLTEGQLR\n",
      "NAIQESFTDR\n",
      "IQNDILKEYAAR\n",
      "ILGDNIYHGPGLSK\n",
      "SNELKPLHFDADYTMEEALAEAK\n",
      "AEYEANEAEYDKKK\n",
      "SGMNVSHSHIR\n",
      "PSAQQVLLNLTIK\n",
      "DGLEIHENDNLGMVDGK\n",
      "PEVDKVVEAVNILK\n",
      "DLYTAHIALHQVHWYMR\n",
      "VTLHRPNDSK\n",
      "QSIAKPAVQFGGR\n",
      "DFPLSSLANAGIR\n",
      "IGYGSQGHAHAQNLR\n",
      "LYSDNEEEKVITR\n",
      "GIQHLPEDEVVEEQK\n",
      "ALDAVEGGSHNYGEVK\n",
      "ALPTIAIVGRPNVGK\n",
      "TFSFDTAAAQGAIIK\n",
      "LLNNMVTGVSEGFKK\n",
      "EVPMVGTTIPHEVTSVFGGAR\n",
      "TEIMAACQALDLKPENHELGK\n",
      "VVADLYTAHIALHQVHWYMR\n",
      "YASIDAAPEER\n",
      "LDDELAKDIDEEVETLDELKEK\n",
      "GDIHAIPVSHGEGK\n",
      "QETHGNPSSIHSHGR\n",
      "APERPFVAILGGSK\n",
      "PQEANPSGYYTK\n",
      "PISAVIDGHDGMGQLLGHK\n",
      "EEVDTTGVAPTTTMADRK\n",
      "PADGVEGVK\n",
      "AAEAVKDEAER\n",
      "VQLTIHEGR\n",
      "EGVLEMDHMGAPFSR\n",
      "VEETTSEFDREK\n",
      "TQEEVSHVAK\n",
      "NLSTDLHDVEK\n",
      "DLGAHPEYLGANDIQLGK\n",
      "VVVGDHNGR\n",
      "LEYSQNNDDANLADKK\n",
      "PLANIPVGTLIHNIELKPGK\n",
      "AEGVVQSYIHAGGR\n",
      "ISDPVTIHYLTGFYSDPHER\n",
      "IDAAPEERER\n",
      "AQGEPIIAHYR\n",
      "ALDAHGELALHAYEETGR\n",
      "ITAVSHLVTVEEVK\n",
      "VVDWESKVDR\n",
      "TEHQFFEEVK\n",
      "FLNHHFANLQTKEER\n",
      "GAQFHTIHGR\n",
      "MIVPAGAPTFK\n",
      "LASHGLLVTR\n",
      "MAAVTHAVLTDPASER\n",
      "EANDDAALKEFDR\n",
      "ISVIEGGDEALAK\n",
      "AQLEAGKYVFEVDTR\n",
      "VVLKIEEK\n",
      "PLEVVTFPVR\n",
      "ADFLYSVSTLHDR\n",
      "EDYNTAYNEAYNTVR\n",
      "VSMGVAGAHGK\n",
      "GFDCASSEFYDKER\n",
      "VPTAEAEEIKAK\n",
      "GEGWHHEADELEK\n",
      "KPGFEAITEAVEER\n",
      "ITEHQFFEEVK\n",
      "GSDYVVVSPDHGGVTR\n",
      "TYLFIAHDLSVVR\n",
      "PSTPWGKPALGLK\n",
      "ALGQTVQAVEGDGKVER\n",
      "PYAHITTTTTHK\n",
      "ELDENSIVDTQIKR\n",
      "SGAHILITEDADEAVK\n",
      "LSNNLINLGLYDDVKK\n",
      "LGDNIYHGPGLSK\n",
      "DNIENAIADLMAK\n",
      "ELETDSKDIAYTR\n",
      "GVDLTTDNLSADAKK\n",
      "AEFMTYLAENRK\n",
      "ADYFEETAHNESAHAK\n",
      "YGSKVPAK\n",
      "EAYLESVNASVVEFAR\n",
      "GYGSQGHAHAQNLR\n",
      "TPLHGTGEMLAR\n",
      "IMNHIKEDNPIYLSMTR\n",
      "TQTMEHLAER\n",
      "PGVIKEGVPTAEAEEIK\n",
      "APILEQLAGEVHEDELK\n",
      "LINEWHLLAR\n",
      "DMAHIAGLVAAGLHPSPVPYAHITTTTTHK\n",
      "LKPAVEGSGVAAGGAVR\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "VRPSGTEPLLR\n",
      "ESATSEFDKEK\n",
      "EGTPVTFQTTEENHFK\n",
      "YTHSNHPGGLK\n",
      "VNGTVIIDDFAHHPTEIIATLDAAR\n",
      "PQAAGIIHSDFEK\n",
      "PARPITVFFGGK\n",
      "PGDEVPIVVGSALK\n",
      "TVDMLGNVVGSRPVR\n",
      "DFHVVAETGIHAR\n",
      "NSAVANAENNFGLDK\n",
      "TNVSSPQKR\n",
      "SFFWNAHNNVLEEVAK\n",
      "TADLLLTHFNQVFCPNDLGHPLFGAEMK\n",
      "AIYENITELIGNTPIVK\n",
      "AAGVPHEVLNAK\n",
      "FWEDKIAPALKDGK\n",
      "IAGDLDHSR\n",
      "PQTETVWR\n",
      "FLYSVSTLHDR\n",
      "STVHGSLPPAR\n",
      "PIVLDIYAER\n",
      "YMAKPGEVERK\n",
      "TATNMLETMTEKPR\n",
      "DHMVAEFK\n",
      "QFGDEQVHIWR\n",
      "SFVGHTIAVHDGR\n",
      "TTSHWITNR\n",
      "WYDNEMSYTAQLVR\n",
      "PVDEIIEKR\n",
      "EDGEFFWREDQK\n",
      "IVASDSVAKDELRK\n",
      "FEETGLANFLAHIGVEDEEKAK\n",
      "PITVFFGGK\n",
      "VNHGHILVDGKR\n",
      "LYTAHIALHQVHWYMR\n",
      "GASGQRPSEAK\n",
      "GDAEDLSHALAFTSPK\n",
      "TAHVDTLGAIVR\n",
      "GIEIGNSLVEEDKLDVAK\n",
      "LSNDLDDWRK\n",
      "FPALAERDNDDIR\n",
      "LAAHALAIFGDHQDVMAAR\n",
      "LYDHSLSDVVR\n",
      "TQEQNTIRDNWK\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "PYVGEPGNFTR\n",
      "PYILGTAGHVDHGK\n",
      "STFYVPAINLIGR\n",
      "DFLAAGIGNIHGPYPANWK\n",
      "PNVTGFVGSHGNR\n",
      "VSTVDGSFKR\n",
      "GGSEETTTGVHR\n",
      "SWYDNEMSYTAQLVR\n",
      "VYASCTHPVLSGPAMENIQK\n",
      "DETTQPASTSAETVKK\n",
      "NVHLFRPFATDR\n",
      "LGPLIQGLAKPVHDLSR\n",
      "GTLPLVHEVGGLR\n",
      "YTYHSQAGAGAR\n",
      "LPYTYLAK\n",
      "PMVGTTIPHEVR\n",
      "LDGIEVVGSLVGTRK\n",
      "ATEQFGDIVIAPR\n",
      "IALDGTPNKGK\n",
      "NFSHGDHQEQGER\n",
      "PQAEAEVDPEAK\n",
      "DYRPNAVAR\n",
      "ANAHPIQLPIGAEDDFR\n",
      "YEANEAEYDKKK\n",
      "TCGYLGNPQAR\n",
      "AYTEEQIETIK\n",
      "MNPCDHPHGGGEGK\n",
      "ATVEEELEHGGR\n",
      "IIGGGVVGTHAAR\n",
      "EMFFSTHGAR\n",
      "LKPYQVNMDLIKK\n",
      "GGGDSAAAAINLGR\n",
      "DTGFYDYEPDRVK\n",
      "LKPAVEGAGVAAGGAVR\n",
      "ELGAIVVRPEEGETVVEAIHR\n",
      "PLSEMFGYATDLR\n",
      "FEVGSPGPALLAVAK\n",
      "FALAKPYLEEAGR\n",
      "FLDAADKELVAR\n",
      "FTGWADVDLSEKGTQQAIDAGK\n",
      "LADDSWFAVRPSGTEPK\n",
      "TDFHLDNLDAK\n",
      "GGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "LDTAGVTDRK\n",
      "ALIQLTTEELR\n",
      "PENTIISIKR\n",
      "PEEMIHEEVHR\n",
      "GQLPHLTFAIR\n",
      "DEVTSNEPVTADNNHQQVAPSVETK\n",
      "ITYHALDVAR\n",
      "DEQFVKDELAQLNHVIDQDNESR\n",
      "GATVEEVSLPHSK\n",
      "IPVVISVYEDK\n",
      "LQVDPDFRDSLK\n",
      "STAADNQPAVDIHVLQGERPMAADNK\n",
      "VEGTVVQVEDER\n",
      "PNDHPHGGGEGK\n",
      "TISMIQSMVEHR\n",
      "PLYAEAVQADLKK\n",
      "DAIQYLTNLVAHK\n",
      "PITAADIR\n",
      "EGLAQAIVNGDVPAAIK\n",
      "FPEINFDDVDKVR\n",
      "TYQDNFQK\n",
      "SADILLTHFNQLFCPNDLGHPLYGK\n",
      "VEGASHSSKEER\n",
      "AVLINEWHLLAR\n",
      "FIEDDKQGIIR\n",
      "GIEHLPEDEIVEEQKVK\n",
      "PTFTPHVDTGDHVIVVNAEK\n",
      "AVEAPERPFVAILGGSK\n",
      "TFLDTPGHAAFTSMR\n",
      "TTTITSQDLQAK\n",
      "PDPLYNSQLVTR\n",
      "EQAHALDETLK\n",
      "AISGHEAPVR\n",
      "PFKPSGGGFGGK\n",
      "FGVGFALSDSIKK\n",
      "AANDAIILFVGTKK\n",
      "GGIVLHHGDVPEMR\n",
      "LYHLASHVGQVMTR\n",
      "YGSQGHAHAQNLR\n",
      "TLATQIASDLLDIK\n",
      "AVGAGALHGLGYGDNAK\n",
      "VCSGTALSPSPDGLKR\n",
      "TAADNQPAVDIHVLQGERPMAADNK\n",
      "MTGLTTGHPVR\n",
      "PSGASTGEHEAVELRDGDKAR\n",
      "TINTAHVEYETEKR\n",
      "IQELIHNIAQEHGGISVFTGVGER\n",
      "FAPEVQKPSK\n",
      "IPSFVGHTIAVHDGRK\n",
      "PPAVDGLETAPVR\n",
      "PVISGSVPPHFLR\n",
      "DENAAVIIREDK\n",
      "STKPIHVFSEIGK\n",
      "ELNAPGIIVQNEKR\n",
      "GYTVAVVGATGAVGAQMIK\n",
      "GKPGFEELGAELNAR\n",
      "KPKEPKQPK\n",
      "NAHPIQLPIGAEDDFR\n",
      "YVVTGLEMFRK\n",
      "RDGGPTLGEPASESWMGIEDGRGQVR\n",
      "SNIYDSANELSR\n",
      "MTTKTSPK\n",
      "PGLAALTEK\n",
      "DTPGHAAFTSMR\n",
      "PFVTWDVIR\n",
      "ADHFAQIAQDEQDAERK\n",
      "SMIQSMVEHR\n",
      "DLEITSVEVAGQAR\n",
      "VQAAMVIARMNPR\n",
      "GSQGHAHAQNLR\n",
      "GVAAAEAEELKAK\n",
      "GEEHYAVAAEVKR\n",
      "LVDDHEMVR\n",
      "PVLIQTSMGAAK\n",
      "ISAVIDGHDGMGQLLGHK\n",
      "GADAVGMSTVPEVIVAAHSGLK\n",
      "SQSYINVIGAGLAGSEAAYQIAER\n",
      "TLADVMPTGYHAAR\n",
      "LLPVEDVFSITGR\n",
      "DGGAHSAVVTAVSK\n",
      "INTTNSHSQLVK\n",
      "FAFHPSAQESSAHAAQIVR\n",
      "PGDPIGSAGPTTSGR\n",
      "EMIQFHPTGLGR\n",
      "PLQTQSISPSR\n",
      "PYQVNMDLIK\n",
      "LVVASTDGPMPQTR\n",
      "TFSFDTAAAQGAVIK\n",
      "GIQFHPEVR\n",
      "ESGAAHIR\n",
      "TAASLPEADLLVKRGGGTGSVR\n",
      "NTEEYNEEFSRK\n",
      "FNEGDKIVR\n",
      "GTMSIDKNHNPVK\n",
      "IFPDLQAANIGYK\n",
      "ESGNVVVHPDPEAKR\n",
      "SSMTEFLEHSNIEER\n",
      "VVIGHSER\n",
      "LLDYIIQHAR\n",
      "IVDDLLATGGTVK\n",
      "GAPYSSMTEFLEHSNIEER\n",
      "DLDAHLVGEGIAR\n",
      "FEAGADAIVIDTAHGHSAGVLR\n",
      "PPIEGVEIVK\n",
      "TLERPALLGR\n",
      "LLKPAVEGSGVAAGGAVR\n",
      "PYSTLTEFIQHSK\n",
      "PPLAQVGLTEQEAR\n",
      "YYGIAVALAR\n",
      "FEDVVSIMTHDSSTIK\n",
      "LTFTISQDQIKPELDR\n",
      "AEQDAQHLVDEAK\n",
      "PVFTFMNKLDR\n",
      "VEEFHVAHISTGDMFR\n",
      "YEAAFNNAFNAVR\n",
      "PATPSFLNAGR\n",
      "SEVFAYFTKPLGIK\n",
      "NEHFYDYFFESSPIK\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "FHLLGNDAVK\n",
      "LDGIQVIGSLVGTRK\n",
      "PIDSHSALER\n",
      "FHLLGNDATK\n",
      "PNFPIVLHGGSGIPDDQIQAAIK\n",
      "TPGPWDGVEQK\n",
      "AISSFNIGSR\n",
      "IPVVITVYEDK\n",
      "NNLINLGLYDDVKK\n",
      "TITSAATTAQWNNHR\n",
      "ITEHQFFDEVK\n",
      "PLANIPVGTLIHNIELKPGR\n",
      "QSNSGLTDEEIDR\n",
      "PEIVGEEHYAVAAEVKR\n",
      "VPSGASTGEHEAVELRDGDK\n",
      "TEDELKGLEK\n",
      "RHPHQLSGGK\n",
      "FPDLQAANIGYK\n",
      "LSTQFESHFAR\n",
      "VLAKPGTITPHTK\n",
      "VVDKDAEKR\n",
      "LTAGESHGPR\n",
      "LEYLIGLSAHLK\n",
      "PTAGLHTIEHLLAK\n",
      "DGSGAKPGTSPVTCGR\n",
      "VDTIMHFIR\n",
      "PDEVTNGIVK\n",
      "PEINFDDVDKVR\n",
      "AVVTRPFGFEGSKR\n",
      "LGLLHMDVIQER\n",
      "AEEAGLPVKETAEAVK\n",
      "LIYDNRPYK\n",
      "LNNMVTGVSEGFKK\n",
      "CSGTALSPSPDGLKR\n",
      "SVLEIIHSMEK\n",
      "TVVFNTNHDVLDGTETVISGASCTTN\n",
      "TATVEEELEHGGR\n",
      "PCDHPHGGGEGK\n",
      "PEAILEIAAK\n",
      "NMVIGVSEGFKK\n",
      "PITDEDNVGTLFEK\n",
      "LIGFGNFEVR\n",
      "VEGLMTTIHGYTGDQMVLDGPHR\n",
      "LADGSWIAVRPSGTEPK\n",
      "PSLTAIAHILDLSK\n",
      "ALQAENEEIKQR\n",
      "PLAVENFLTHAK\n",
      "DGMSPEEKEVMGR\n",
      "DVTDAEGDDVTNDIFVGAK\n",
      "LVAKPGLDGHDR\n",
      "NQANHEVLEVPASNIKK\n",
      "AVGAGALHGLGFGDNAK\n",
      "IGDHTDLYAQAYFDYDSKK\n",
      "PPAMPHDDEYSAHTDRR\n",
      "TAAAVMGGTQSLHTNSR\n",
      "ATIQWFPGHMSK\n",
      "AITAITSVEQFDELVLGSK\n",
      "IPELNGKLDGAAQR\n",
      "YGPHLTFAHIK\n",
      "SQAQYAGTGR\n",
      "GIDFLAAGIGNIHGPYPANWK\n",
      "IPSFVGHTIAVHDGR\n",
      "DADYTVVDDDKK\n",
      "AEDLSHALAFTSPK\n",
      "DVPEEVLVTSMETHQR\n",
      "TPEEFAIYR\n",
      "AGIGNIHGPYPANWK\n",
      "EHAANSILIK\n",
      "VTGGAVTEIGSDLEPR\n",
      "DEEPAHYTR\n",
      "AAAGLEVTAIR\n",
      "VPILSSYIAHR\n",
      "ISMIQSMVEHR\n",
      "NPLEHDIR\n",
      "GDALDLSHALAFTSPKK\n",
      "TTACASANDAIGEAFR\n",
      "TPDVVHVMMEGR\n",
      "TDIETFHPDR\n",
      "YGTLVQLFLENRPK\n",
      "WDVAEETLHVGDVITGK\n",
      "VVSDTVCHDKLR\n",
      "GLMTTIHGYTGDQMVLDGPHRK\n",
      "ATELHLKR\n",
      "TTIHGYTGDQMVLDGPHR\n",
      "ATEIMAACQALDLKPENHELGK\n",
      "NETDVTPVLLGNPDKIR\n",
      "ETDGYEAVQVGFDDKR\n",
      "GAGYITIAEHYISYR\n",
      "GTTIPHEVTSVFGGAR\n",
      "VELPEEMIHEEVHR\n",
      "PLSNDLDDWRK\n",
      "PVESTPWWR\n",
      "IGTAATVAGAVFAVK\n",
      "SNQHMEELNDQQIVR\n",
      "SITHASNVLGVVNPIK\n",
      "IDMHLSTMAQNIR\n",
      "PQFYSAEEAEELVR\n",
      "GIVRPVNIPLNDAETQK\n",
      "VSMYEYAR\n",
      "TAGSLNEDVHVR\n",
      "VEQIHADAER\n",
      "IAEKDPEKAK\n",
      "NPEFFGDPAEIKK\n",
      "EGLMTTIHGYTGDQMVLDGPHR\n",
      "VPSYDVESFVNSIEKPR\n",
      "DLYVAHIALHQVHWYMR\n",
      "QDAQHLVDEAK\n",
      "PGTPTGDIVDFIKENVK\n",
      "PTTSGTGSEVTPFAVISDKK\n",
      "LLDTKGPEIR\n",
      "TKPIILTGDRPTGK\n",
      "PQTGKEIEIAASK\n",
      "YYTHSMYPGGLK\n",
      "VEGGSHNYGEVK\n",
      "KPGSINPHTK\n",
      "TLDATLDEVSER\n",
      "GADAVVAEGMEAGGHIGK\n",
      "LTAAITTVLAR\n",
      "DYFEETAHNESAHAK\n",
      "MYVAEHYLGMK\n",
      "PADAYDHVTDR\n",
      "THSVFQGR\n",
      "GTLVQLFLENRPK\n",
      "TDSIAEKGEDGDSYYSMMK\n",
      "PVNELNMDAFQELNQNPMYNGIAVYNKR\n",
      "SNESPIGHALIGK\n",
      "AAFADDPAVHKR\n",
      "SVGGDLSEMKR\n",
      "NCIDSFDTHAR\n",
      "VLAKPGSINPHTK\n",
      "PQFYSAAEAEELVR\n",
      "GFLLDTKGPEIR\n",
      "AIIAHVDHGK\n",
      "EDHFENMGAK\n",
      "SAIDQAEDRDLFK\n",
      "VSIHTAKPGMVIGK\n",
      "ATIRPILATEAEVAAAPEHFDTIPALGAK\n",
      "AVVTRPFGFEGNKR\n",
      "IVEGAGNPEAISHR\n",
      "ISDKEVDKELAK\n",
      "ALTALDIKDK\n",
      "YGIQFHPEVR\n",
      "QVEEEAPKDLLR\n",
      "NINPALIEEFGKDMK\n",
      "DGIQVIGSLVGTRK\n",
      "TTIHGYTGDQMVLDGPHRK\n",
      "NAALHETVNIPASR\n",
      "PLEDEIDEKDGVK\n",
      "GIMAHVDAGK\n",
      "PLNVSGPFHTALLESASQK\n",
      "PSDVPDTTRPLAAIDDDAK\n",
      "VTAVLQSTHFVVR\n",
      "QSALEEAEHAR\n",
      "VDPHKEQIAVK\n",
      "FSGADALGPLIQGLAK\n",
      "TYFLVDDLNHLVR\n",
      "SSITSHEPGYLNKETEK\n",
      "PATAFTQLAAK\n",
      "EFSHLNKEDLSK\n",
      "TGFVGSHGNR\n",
      "PGQNFIYAHLNR\n",
      "SFETALSLIDFYDKNHDKYEDK\n",
      "ATEQLGEIVIAPR\n",
      "PHGGDGVVR\n",
      "PWVFSWSQNR\n",
      "YVNEPSEFSKDEVEELAR\n",
      "PGVTLLDYSSDASHNR\n",
      "DALDLSHALAFTSPK\n",
      "VEGLMTTIHAYTGDQMILDGPHRK\n",
      "APDAGVEEIVANIYKETK\n",
      "AEARPNATFTPAGGEK\n",
      "EETAHNESAHAK\n",
      "PTVATYNQSGVK\n",
      "PFEIKDGIEANDDTR\n",
      "DMELVKVESLEK\n",
      "GTYNPLVEENQVTLKEDR\n",
      "ESLSLTEDFKEGVR\n",
      "GHDVIIGVRPGK\n",
      "AGDIEPTTGHISLGPDER\n",
      "PTAAALAYGLDKTDKEEK\n",
      "TAHNESAHAK\n",
      "NNHAFLPGAVSR\n",
      "DYHIEDSLGR\n",
      "PLVTTTEMFKK\n",
      "YVPGQHGPNNR\n",
      "AHALAIFGDHQDVMAAR\n",
      "PLIVLADGMGGHR\n",
      "AGHDVQYGK\n",
      "AIFQPHTFTR\n",
      "GPILDKLSEELSEDVLK\n",
      "DLSHALAFTSPK\n",
      "METRPLSATKR\n",
      "DFIVSDAVLAVGKK\n",
      "VEFEEKPENPK\n",
      "AGASGIWVTNHGGR\n",
      "IDEAWKNPEFQAASK\n",
      "EETTSEFDREK\n",
      "TDLPSTLHNALK\n",
      "DLTTDNLSADAKK\n",
      "ETTTSEFDREK\n",
      "TLASQIASDLLDIK\n",
      "YGNVMEIPKLEK\n",
      "LQVDPDFR\n",
      "PTDLVNAIVSIEDHR\n",
      "PDTTIAHAADIMR\n",
      "GAPGVIKEGVATAEAEEIKAK\n",
      "SVITFHSLEDR\n",
      "DLEAEIALLKEELK\n",
      "FDPGHLMLPNMK\n",
      "VNHPLGGR\n",
      "ITSAATTCHWK\n",
      "PIHVSNVQVLDK\n",
      "VIGDALSNIFRK\n",
      "NIPVGTLIHNIELKPGR\n",
      "SNAHQNFK\n",
      "SLLLTILNHPK\n",
      "YAWEEADTTYGK\n",
      "LLAAEGQEEFKK\n",
      "LLLPVEDVFSITGR\n",
      "TPDVVHVMMEGK\n",
      "GSDVDKYYFTQR\n",
      "GDQVIGVLGQVHPVTAK\n",
      "VNVGDTVEVVGLKEK\n",
      "IARPYVGEPGNFTR\n",
      "LQVDPDFRDSLKR\n",
      "SLGDQVIGVLGQVHPVTAK\n",
      "THPLIQHK\n",
      "FVEDHDAGFPR\n",
      "SMDILSQVSETYRK\n",
      "TDAALVLNAIAGHDPK\n",
      "VEEYIPHADLR\n",
      "TETNEKVEPKPIDLGEYK\n",
      "PWGKPALGLK\n",
      "DNVNNIIAEAIIGYDVR\n",
      "IPVGTLIHNIELKPGR\n",
      "IDGHDGMGQLLGHK\n",
      "YTHGEKEHESVAK\n",
      "QNVEGVEVTR\n",
      "LNVGYNSHKK\n",
      "GTAGSLNEDVHVR\n",
      "STFDTSYRPEEK\n",
      "TFDTSYRPEEK\n",
      "DAPGHADYVK\n",
      "SLVALHNGGGTGIGK\n",
      "SVIATDHAPHHADEK\n",
      "VIGGGVIPDADIPGLKK\n",
      "EFPNAAKDEFGR\n",
      "QIESATSEFDKEK\n",
      "ALLKPYQVNMDLVKK\n",
      "PISGDVSDFADAKR\n",
      "ILRPQEISNNPGIAR\n",
      "EASHHKPGK\n",
      "IADHLVEAPK\n",
      "VAAAEAEELKAK\n",
      "DLENPYILITDKK\n",
      "EMALHDTNVLR\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_861ws.csv\n",
      "Retrieving GO terms for sample: 730ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "ALHGGDVSSDIEANL\n",
      "ANELEALIR\n",
      "NVPLAVSFYDTAK\n",
      "AEIGVLEGYK\n",
      "TYHFQNPSDAIVK\n",
      "APQENTFYAGVK\n",
      "GAANIVPNSTGAAK\n",
      "ATFYVPSVNLIGK\n",
      "NDPAFVNLSK\n",
      "GLFDFVSDIGK\n",
      "PITPNDILTK\n",
      "SIVIGADAAGLR\n",
      "KEYHVIAETGIHAR\n",
      "EEVVTSDSEASLDQTSPK\n",
      "EDNGHLSGVEAVIDKDFASQ\n",
      "QLLEAGVHFGHQT\n",
      "ANDLFVELQEK\n",
      "TSVVVVGTQWGDEGK\n",
      "NVVQGPGAAATGSNSVAVGDNAK\n",
      "SQEFINPSDGVIR\n",
      "TSHVEYETDTR\n",
      "VVNIEQTFAK\n",
      "SITVETAKEHLNDK\n",
      "MGERGNIAPLPD\n",
      "AIPNLTVFRPADA\n",
      "AEVESFTLDHNK\n",
      "VGGSNYQVPVEVRPE\n",
      "TITIYDVAK\n",
      "GRVDGMEAHGNSQIV\n",
      "SNIYDLANELSR\n",
      "PGTITPHTK\n",
      "CGIVGVVGNR\n",
      "PELPEVETVR\n",
      "SLTNEQIIEAIASK\n",
      "TISPVHTTESFLK\n",
      "ALNIENIVAELK\n",
      "LSLRPVAE\n",
      "VLVAKPGLDGHD\n",
      "YAFEGGVATD\n",
      "VLSDIEIANSVQMKPIK\n",
      "TQETIYQK\n",
      "VLFTGSTVEEAIQK\n",
      "ALPTVAIVGRPNVGK\n",
      "TNITTSLFQEMVQAASTR\n",
      "SMFLDTAK\n",
      "SVMTVTDVMK\n",
      "IGFDCASSEFYDKER\n",
      "TVIGDALSNIFR\n",
      "TKPIFLNAVLQEK\n",
      "IETKQETKDVTR\n",
      "EEKPVQVTNVDILK\n",
      "RVDNFAEEVMGQV\n",
      "DGVTAGRPALPR\n",
      "AHPIQLPIGAEDDFR\n",
      "EVDRDPDLLIVSQPT\n",
      "DKEPGVAPLAAG\n",
      "ALPTIAIVGRPNVGK\n",
      "TYHFQNPSDGVVKR\n",
      "WLLLLGQLGK\n",
      "HGLPLSQAFLWS\n",
      "SSGHLYITHIK\n",
      "TLDADGIEDLLQR\n",
      "LNQVVSDLYTAR\n",
      "NLFKDEVR\n",
      "VHINPNTLENIEER\n",
      "SQEYLDFELPIAELEAK\n",
      "PSENNAHPHTSQTGR\n",
      "NENNSQEDIEGTVVAK\n",
      "HTPFFNNYRPQFYF\n",
      "KPTIVVGGSAMQ\n",
      "YASIDAAPEER\n",
      "FAGGESILDWLR\n",
      "EVGVNYVIIGHSER\n",
      "AYTEEQIENIK\n",
      "TLLDVQHVQK\n",
      "AQETIFSK\n",
      "TVTGLPDAYSR\n",
      "IHDASYSAPIFVTF\n",
      "KAPSTPWGK\n",
      "TVDALELEGDEATGAK\n",
      "TRPVEAPAPGVMQ\n",
      "VIPIPTNRPVQ\n",
      "ANIALVHYTDGVK\n",
      "DSLIPSPEPLVPEIEVGK\n",
      "VIFTGASVEEAIQNGLK\n",
      "LKEEFGQATFFTATDGNHG\n",
      "VGGSNYQVPVEVRPD\n",
      "IDAPGHADYVK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "VGFINVHLFRPFATD\n",
      "MIVPAGAPSFK\n",
      "TNEEIDKIADETK\n",
      "TNLYGSLEAGGTK\n",
      "PAAWIAEQAGFK\n",
      "NYVPGQHGPNN\n",
      "SKPNDDVVDAEFEEVKDNK\n",
      "SLQLNNVTAGYTK\n",
      "DPVMLAHLLK\n",
      "AQIIMNAGQR\n",
      "SQGNLYILSAPSGAGK\n",
      "AENQNYGTGR\n",
      "TEQFFQETQER\n",
      "GAAADVATFTNQNSLPK\n",
      "SMQDPIADMLTR\n",
      "SVFYVPSVNLIGK\n",
      "PLLLPVEDVFSITGR\n",
      "VAAVTDATFAEETK\n",
      "HHDVSGTDSPFR\n",
      "ADVVTTSVNNGDQLSK\n",
      "LIPGDQIER\n",
      "WNTISISGYHI\n",
      "FLNTDPYSINSPETSGR\n",
      "AALYDHSLSDVVR\n",
      "MQYLQINKPGK\n",
      "GDDLALIVYR\n",
      "CGESLETYEAGK\n",
      "ATVDDLDKIVTR\n",
      "SDAQQRIDDLVK\n",
      "VLDSAVAGDNVGALL\n",
      "LTADGSTLFGR\n",
      "AVAHAVGVGAVK\n",
      "VEMQLNHIHKK\n",
      "DLNKDNVVDWQDGAIAY\n",
      "NNVANSLLVTGAILGVNVH\n",
      "TTEHIEELNDQQLIR\n",
      "SISTEDGIEK\n",
      "SGAHILITEDADEAVK\n",
      "VLGKEPTK\n",
      "AIEVGNIIDGTVSGITK\n",
      "TLTVVNDQHGR\n",
      "SQEILNSVLAIESEAK\n",
      "GTPLTHEFLTENYR\n",
      "VEEAIDYGK\n",
      "GGGGGGGLGSGGSIR\n",
      "SLNENKNEDEKVWVIGVD\n",
      "KLVLNHCELIR\n",
      "VLLPHGLTER\n",
      "PVDIKEIETIR\n",
      "SIITDVYAR\n",
      "AYNIPDSYK\n",
      "SNITTSLFQEMVQAASTR\n",
      "TAIDFTAEVEK\n",
      "FDAAAAQGAVIK\n",
      "NAVKKDDENTDQVDDKVDQVK\n",
      "GFTEETVR\n",
      "FQAAFTAAATTR\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "LNGLNNNTYTQSYK\n",
      "FVYYLGPTPAK\n",
      "SEPLFLQSVMQEK\n",
      "QLDEGLAGDNVGVLL\n",
      "ANKPYSGTAVIDDFGPR\n",
      "QEVSPSAQDQAAQVAEAAR\n",
      "DTLNPAEPPQDSSK\n",
      "IMDAANNTGASVK\n",
      "YEYADGQTAGR\n",
      "NEPIHVFSEIGR\n",
      "ALQNALLDEGIEK\n",
      "ATTCGLTEFVGTSK\n",
      "AIAQVAAVSSR\n",
      "TDSIHSSITPVNIEEELK\n",
      "GKTELLELVQETTGIK\n",
      "PTINQLVNKPR\n",
      "RPYAPGQHGPNS\n",
      "ALAQLFDEK\n",
      "VANVNTINVK\n",
      "DFHVVAETGIHAR\n",
      "PGPLAAHK\n",
      "AHENVIEMR\n",
      "VVNIDTNNFK\n",
      "SEPLFLESVMQEK\n",
      "KGHIPRPVFNQ\n",
      "IGADFLYSVSTLHD\n",
      "GGTDAGAAHLQSGGVPSTTIGVCA\n",
      "AFHPSAQQSSAHAAQIVR\n",
      "PFITDVLAR\n",
      "PVTQTTTFTRPVSVNK\n",
      "PFIPTTIK\n",
      "VFMSGFTGSAGTLVVTK\n",
      "AALEILPGVDFK\n",
      "ATYTTSDFKPGLK\n",
      "STPEEAVEAYAK\n",
      "IVIFGAGLGK\n",
      "AQITASLVK\n",
      "AILSSDPSAK\n",
      "AKDANIPLVLFN\n",
      "MSQIGTDPAD\n",
      "TTFLGNPVTFTGK\n",
      "ANVTLFDQTGK\n",
      "VLNQVVSDLYTAR\n",
      "VEMQLNHIHK\n",
      "RILYGMEGLGLD\n",
      "IEELHTAK\n",
      "TNYAVILAAGK\n",
      "PALGVGAGNVPAYIEK\n",
      "MSRTIPMPWR\n",
      "IVPNTTGAAK\n",
      "TSVVVVGTQWGDEGKGK\n",
      "VVSDLYTAR\n",
      "TAIPDQEEPGELSREQK\n",
      "VVAADFGQEVADKVR\n",
      "MGYATFYEK\n",
      "YASIDNAPEER\n",
      "RALPAGLAGEK\n",
      "IIARPYVGEPGNFT\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "TDSQVEAQVENNAEGVQK\n",
      "AQYSANFNQAK\n",
      "MKNQKNNIK\n",
      "YAPSPTGLLHIGNA\n",
      "VMVKDEGK\n",
      "ELEALGLTVTTR\n",
      "FSYFGALGK\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "KAVVTGVEMF\n",
      "ILIISTPTDLPR\n",
      "FPTNICLISGPS\n",
      "SDNLSDSKR\n",
      "SSVVVVGTQWGDEGK\n",
      "TTAAIDLGAHPEYLGANDIQLGKK\n",
      "PAVPFGGK\n",
      "SYTVEMLGNVVGSK\n",
      "FIDNDANVAALGER\n",
      "ATELLENTIATLK\n",
      "EESNLRPK\n",
      "IGYPEELPER\n",
      "PTINQLVR\n",
      "YEANEAEYDKKK\n",
      "ASFDTLYDK\n",
      "YIPLLAYSPSFK\n",
      "KQLDEGIAGDNVGVLL\n",
      "PLIHVELVEGR\n",
      "SNLYDTANQLER\n",
      "PGFEELGAELNAR\n",
      "TTFYNEAR\n",
      "MHNASTMAGMAFAN\n",
      "VIDETGIHAR\n",
      "HDAFAQALR\n",
      "ALPLANIPVGTLVHNIELKPGR\n",
      "MLLIPHARDGK\n",
      "TMTDPIADMLTR\n",
      "PGSITPHTDFESEVYVLSK\n",
      "ANLCEVCGK\n",
      "LAQEATPVVTGFVADK\n",
      "SGTAVIDDFGPR\n",
      "THEAYGEDLIYE\n",
      "PIITLPDGSK\n",
      "NPIGSENMTGLA\n",
      "SHNPNVDAIGTIVG\n",
      "EFHVVAETGIHAR\n",
      "ALNIEQIIADIK\n",
      "VNGTAYDVEVNEVK\n",
      "YTPVDIEGFDYER\n",
      "VIPIPTNRPIQ\n",
      "VMTDPIADMLTR\n",
      "INTGTYVFDNAR\n",
      "SGGLEGVIPR\n",
      "PVGPDGTTPLTPK\n",
      "GHISFDYSK\n",
      "PVWAPVTK\n",
      "LLDQAQAGDNIGALL\n",
      "DYTAGTLAYEDIESK\n",
      "PITAADIR\n",
      "TFVDIIDDDNLVQDSTK\n",
      "TIICTIKSGDGSR\n",
      "SGPSTTSRSTSGGAR\n",
      "KLLDYAEAGDNIGTLL\n",
      "GIEEQLGEIVIAPR\n",
      "RNYAPGQHGNQ\n",
      "LGEHNIDVLEGNEQFIN\n",
      "GLFDFVSDIGKK\n",
      "PQASDEGTR\n",
      "YPELASELEEVLSR\n",
      "NRPALPQPVEQTVQFT\n",
      "VQYGGSVKPENVAEY\n",
      "PGVTLLDHSSDASHNR\n",
      "MAAVGWKR\n",
      "ELEVGDLVITVADK\n",
      "AYTGDQMILDGPHR\n",
      "LVLNHCELIR\n",
      "YFGAHTYQR\n",
      "QTRPAVINALAM\n",
      "THPIHVFSEIGK\n",
      "IVTAGHVDHGK\n",
      "MKNEMLALILAGGQGT\n",
      "PVVTGFVADK\n",
      "MLDKIELEEIVPSS\n",
      "TNIYDKANEFER\n",
      "STFYVPAINLIGK\n",
      "TFDEQVVR\n",
      "YNKMLIECGIK\n",
      "TIATIDIGGTGIK\n",
      "AAEELALISGQK\n",
      "LNNEILGLLDAAAR\n",
      "ADFSAVIVTDVGGVDDK\n",
      "MGDDAPFSALAFK\n",
      "TEQFFDKELAAR\n",
      "SNIYDSANELSR\n",
      "PAVQFGGR\n",
      "VNVSIHTAK\n",
      "SELTTIARPYAK\n",
      "AKEMEKGK\n",
      "AYTTFSQNK\n",
      "NLLIMGLPGAGK\n",
      "HIEADSPMSEVVPTVYG\n",
      "QFIEEYLEEANIR\n",
      "YATNIITCFAR\n",
      "AAEQLGEIVIAPR\n",
      "PITSLEIKDK\n",
      "LLAGLGLDLPK\n",
      "SLNIETTQGLER\n",
      "AQVQYYGTGR\n",
      "TLVYQSTR\n",
      "AFTPTASLK\n",
      "KFEAAVAEGAENAEELL\n",
      "AEEQDIKQETVEETEDTTNVEEPTVEK\n",
      "LLPVEDVFSITGR\n",
      "AYYPAEPFR\n",
      "SIIIGADAAGLR\n",
      "CRIGLDAKAGA\n",
      "PVNIPLNDAETQK\n",
      "SNQVVFDK\n",
      "LQGLHGANFMALLAT\n",
      "ANSPVMTVEVLR\n",
      "VLNALSIDSK\n",
      "AVAQYYGTGR\n",
      "SVEVQDYEGNVLER\n",
      "TQTVYFGTYTR\n",
      "TNSVFQGR\n",
      "SNLQQVIEAAFEK\n",
      "TNEFLHFEK\n",
      "ALLPSVYCKD\n",
      "TQFDTPEYLAK\n",
      "STLNALGMIETK\n",
      "TSGLRPAAVVLVATI\n",
      "KGAGISENYTV\n",
      "MAINPEFFGDPAEIKK\n",
      "EDNGHLAGVEAVIDKDFASQ\n",
      "SQYEFIDKR\n",
      "SQIALTFPDGSVR\n",
      "SEQITSAK\n",
      "PIAPEDLDVTNPIATTITEVDPDDPEWVEK\n",
      "SSIDDALDAAR\n",
      "QHVGGPCQPIVSVGDHVK\n",
      "TTSVFQGR\n",
      "PYSTLTEFIQHSK\n",
      "VYTSLSSK\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "SETPVTENAYGASSIK\n",
      "IALVHYTDGVK\n",
      "STHPIHVFSEIGK\n",
      "PVTQEAAFTR\n",
      "SNPIHVFSEIGR\n",
      "TIATFGQK\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "HQGLPQEVLNENLL\n",
      "RPGSMGGASFPS\n",
      "IILRPQEISNNPGIA\n",
      "SNQNVYDTANQLER\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "MQNIIFCAVKPMFLHPEK\n",
      "KGEVEDGVVIDTLSDK\n",
      "SSNQIALK\n",
      "FRQEIAQLIGVDA\n",
      "IMDAANNTGAAVK\n",
      "VGEVVSTHVIPR\n",
      "PTAEAEEIK\n",
      "TFIQGSWNYER\n",
      "AYTSLYGNER\n",
      "VPTGYAQNFLIK\n",
      "IGTDYVVIGHSER\n",
      "QNLPILENTSFEK\n",
      "LPVEDVFSITGR\n",
      "KLLDYAEAGDNIGALL\n",
      "TLLALENVTK\n",
      "VLDVIDELDYRPNAVA\n",
      "DVFIGQPAVVGAHGIVR\n",
      "SLEILDQLEEK\n",
      "SPALAGTTIPLR\n",
      "EDDLLLITADHGNDPTYAGTDHT\n",
      "AIELLTPFTK\n",
      "ETAVGDEGGFAPR\n",
      "LITLGGKPYS\n",
      "PDPAVHEIFTK\n",
      "NSMVLYTGNGGTTK\n",
      "SESFAQLFEESLK\n",
      "MPEGTLTSPSFAPAPATQAPHD\n",
      "NSNHYGIAGYYA\n",
      "KLVQLGIYPAVDPLASSS\n",
      "LIGFGNFEVR\n",
      "ISQMSTVWDPAK\n",
      "DVVISGGVPATAR\n",
      "VPSLFVESSVDDR\n",
      "SIPGVTLLDYSSDASHN\n",
      "PSYDVESFVQSIEKPR\n",
      "SKDSLIPSPEPLVPEIEVGKR\n",
      "SDVFHLNLTK\n",
      "CGYVHVGEEAPK\n",
      "SNISTDLQDVEK\n",
      "KSDGATLYIT\n",
      "DNQLIMNANVVIDK\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "EGVTTYHGHITSR\n",
      "KVLDSAVAGDNVGALL\n",
      "SKDSLIPSPEPLVPEIEVGK\n",
      "PEDGKPCVTYIGPDGAGHYVK\n",
      "YADYLHEDLAIR\n",
      "EVLVELLSK\n",
      "ACASLASENK\n",
      "RPDLDAHLVGEGIA\n",
      "AYTTFSQTK\n",
      "AGAPFGPGANPMHG\n",
      "IAEGSVTYPQGAFK\n",
      "LGMPGEFPYTR\n",
      "IHPTAGVTAVGA\n",
      "PAFVSFDAEK\n",
      "PYLNPNAALLTLSYLGAER\n",
      "EYAGRNLDELNK\n",
      "TAQIFEQVK\n",
      "PYLEEAGR\n",
      "STLTEFIQHSK\n",
      "TDVLLESR\n",
      "LENLLPDYLER\n",
      "YYDNIVTLHDYYR\n",
      "NGILYGPAK\n",
      "TTTTELQDVEK\n",
      "FIAEHYLTEVEQYNAV\n",
      "EDLAISELLGR\n",
      "LWNALGAASGR\n",
      "HPIHVFSEIGK\n",
      "TQSTFITPEK\n",
      "YLLGTSFAR\n",
      "PQFYSAEEAEELVR\n",
      "GIVRPVNIPLNDAETQK\n",
      "TITMNQAK\n",
      "VSMYEYAR\n",
      "SGFVTIEDLK\n",
      "VEPSEALHQ\n",
      "SYETNEPITIPLD\n",
      "KVSQSRPRPGTKPK\n",
      "SQILNKEDGK\n",
      "TRNPIVFAFHPSAQQSSAHAAQIV\n",
      "IGSGTSLDSAR\n",
      "TLEGGVSVPAEEKK\n",
      "HGNRDHRGQQAQSAPAAAAQDAAAPAVPAD\n",
      "TDSQVEAQAENNAEGVQK\n",
      "YQYADGQTAGR\n",
      "AILEEVKEIITK\n",
      "SELQTMQDALDIVK\n",
      "PIGPFYSEEEAK\n",
      "AQISAQLVK\n",
      "TVTSHSVVLR\n",
      "VMTDPIADFLTR\n",
      "VAYGTLTQLLLENR\n",
      "KWYVVDATDVPLG\n",
      "FEERRKRDDRRRQQRYTR\n",
      "PALPRPVTQTTTFTRPVSVNK\n",
      "TKPIILTGDRPTGK\n",
      "MTTEPMTPADQR\n",
      "KPGSINPHTK\n",
      "DMQEHADAC\n",
      "PSSILYNGPYLLK\n",
      "LPGLAALTEK\n",
      "VLENFDVNLQK\n",
      "AITAITSVQEFDEK\n",
      "EHPLFVYAGNPTN\n",
      "HTPFFDNYRPQ\n",
      "SVSFENKETNR\n",
      "STTIIGFPR\n",
      "VIPIPTNRPIA\n",
      "THSVFQGR\n",
      "IQPAFDNGLWK\n",
      "YIAEQEPATPFK\n",
      "VNVSLHTAK\n",
      "TTALGEISDR\n",
      "RVGGSNYQVPVEVRPD\n",
      "IAPEAQDGGPIAYLR\n",
      "ATSMVIGTQWGDEGK\n",
      "TIQYQYGDGVTEGR\n",
      "ANANALGMVETK\n",
      "TTEHIEELNDQQIIR\n",
      "EYHVIAETGIHAR\n",
      "MASSEAGFNELFR\n",
      "FDTVAQELAAGGK\n",
      "PALGVGAGNVPAYVEK\n",
      "NPDTDTICSAIVYNNLK\n",
      "STLLSVITSAK\n",
      "VHTQTAGSMLTAQQVDNNIV\n",
      "VPAILEAVEATIGR\n",
      "TNYAIILAAGK\n",
      "LPGEGVVTGYGTIDGR\n",
      "AFHPSAQESSAHAAQIVR\n",
      "LTSDQEDAIR\n",
      "TDAQHFGAYQHNGG\n",
      "TADLLLTHFNQVFCPK\n",
      "FSGADALGPLIQGLAK\n",
      "LDDNTNPADLNSK\n",
      "VALVDHNEVQQSATGVEK\n",
      "KEFHVVAETGIHAR\n",
      "PATAFTQLAAK\n",
      "GGHTVGAGVVTEIEG\n",
      "PATLLVQAASK\n",
      "VGFINVHLFRPF\n",
      "ATEQLGEIVIAPR\n",
      "MISNDIAMDLGTANTLIYMRGK\n",
      "PFVAILGGSK\n",
      "QHADDVLAEANDLYVEEK\n",
      "SSIDETVLFK\n",
      "LVEEPSEFEHEEVEELAR\n",
      "THNQGVFDAYTPEM\n",
      "TLEGGVSVPAEEK\n",
      "SKPHVNIGTIGH\n",
      "RNYVPGQHGPNN\n",
      "PAQSISAVGHGK\n",
      "PGSIKPHTK\n",
      "NTQGDFWEVLAK\n",
      "LLDNAAADLTAISGQK\n",
      "SFYSEQDIAAAMTVK\n",
      "DNITSRYVEAANK\n",
      "SAQQEASSFTSGYGK\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "PTVATYNQSGVK\n",
      "YENIENYCAYLELAKK\n",
      "SITLERPALLG\n",
      "KGATYYGIGATLA\n",
      "ALTAGIVGLPNVGK\n",
      "THPVFGVHEENVEYVTR\n",
      "VFPSIEAGNIGYK\n",
      "TTEHFEELNDQQIIR\n",
      "NLQALLAALNK\n",
      "PEASLVDLALPR\n",
      "VQSLNDSNFVEK\n",
      "ANEQLGEIVIAPR\n",
      "DFHIVAETGIHAR\n",
      "FLPNPYYKPEL\n",
      "STEHMEELNDQQIVR\n",
      "TYHFQNPSDGVVK\n",
      "KLLDYAEAGDNVGTLL\n",
      "AQVESFTLDHNAVK\n",
      "PLVTTTEMFKK\n",
      "PGSIHPHTNFK\n",
      "AGHDVQYGK\n",
      "ATINQLVR\n",
      "TISVPVGTETLGR\n",
      "RVGGSNYQVPVEVRPE\n",
      "LGPTPAKPGDPIGSAGPTTSGR\n",
      "KQLDEGLAGDNVGVLL\n",
      "GILAQHAVEETGR\n",
      "PATLLVQTASK\n",
      "PYITDVYAR\n",
      "PVNIYEVHAGSWK\n",
      "PGPWSPSSK\n",
      "ALIYDNRPYK\n",
      "IVFEGIDGAGK\n",
      "QLTQGLAASPGAAVGK\n",
      "EGNDLYHEMQDSGVSAK\n",
      "TNEEIDKIADETKEVLK\n",
      "ANIYQNITELVGR\n",
      "TIKYEYADGQTAGR\n",
      "QLQSLETVAENAK\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "KVGFINVHLFRPFATD\n",
      "AVEEVEDKKTNEEIDKIADETK\n",
      "SNLSVNAIR\n",
      "TDKPLLLPVEDVFSITGR\n",
      "AAANDAVILFVGTK\n",
      "EMPPMPYVEQALEPEVSFRLVK\n",
      "YEIEPTTGK\n",
      "STLEDELLAEK\n",
      "SLFPAIESFLTVQGSK\n",
      "YTPYDGDESFLAGPTER\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "LNQFDAGVLTGK\n",
      "PVLLGDPDKIR\n",
      "HGVLHYAVANIPGAVA\n",
      "TNDMFSLK\n",
      "LLLPVEDVFSITGR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "AQVTAQLVK\n",
      "SNHHGALIQAGATPIYLETA\n",
      "SNIYDTANQLER\n",
      "TLANFDELLAK\n",
      "PAQNISAVGHGK\n",
      "VLVDNELALTPIAGK\n",
      "SNLQTYIQK\n",
      "PATILVQTASK\n",
      "VPAILEAVEATLGR\n",
      "AVQMEYEK\n",
      "TSYIALASNAVR\n",
      "GLFSGLLGNASQK\n",
      "TYQENYQK\n",
      "IVPNSTGAAK\n",
      "LDDNTNPADLNSKVTR\n",
      "TGDQMILDGPHR\n",
      "HIVIATGAK\n",
      "DQTWTVVVTPR\n",
      "THEGVIQNHEK\n",
      "SNFVLVSTLK\n",
      "PATILVQAASK\n",
      "AAADVATFTNQNSLPK\n",
      "SIHIAAQQGEIADK\n",
      "DGLLPENLTK\n",
      "RVGWFDSVVM\n",
      "FLSAHAAEEMQHM\n",
      "NEFLTMADIIDEK\n",
      "SNANALGMVETK\n",
      "MELAFDSISGR\n",
      "IILLEPTLQEAISR\n",
      "TDINTVLAELK\n",
      "TVIVATGCEHR\n",
      "PLGGATEVLGGHK\n",
      "SDAFTDVAK\n",
      "PTVTQPVTFTRPVSVNK\n",
      "RIVNEVQHIN\n",
      "SDFLQFDNFNFK\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_730ns.csv\n",
      "Retrieving GO terms for sample: 730ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "TNLSTDLHDVEK\n",
      "DLNEAIADIDAK\n",
      "TYHFQNPSDAIVK\n",
      "GAANIVPNSTGAAK\n",
      "SYYDGSDQESLVR\n",
      "PSVKPICEYCK\n",
      "ANPVDVLTYSTWK\n",
      "SFDVELTSAGDKK\n",
      "ATFYVPSVNLIGK\n",
      "TQDLTTEALRK\n",
      "IFPGIEAGNIGYK\n",
      "GLQAFYQIR\n",
      "VINWNKVDELYAAAK\n",
      "KEYHVIAETGIHAR\n",
      "VGDEGGFAPR\n",
      "MVICPANPK\n",
      "QLLEAGVHFGHQT\n",
      "TSVVVVGTQWGDEGK\n",
      "SQEFINPSDGVIR\n",
      "INTAGAYPGVGAEER\n",
      "FLFVGPTGVGK\n",
      "PELPEAAK\n",
      "AVQMEYEKDVK\n",
      "VGGSNYQVPVEVRPE\n",
      "GRVDGMEAHGNSQIV\n",
      "ITGALSGSHNSAQLAK\n",
      "CGIVGVVGNR\n",
      "PELPEVETVR\n",
      "SEFTFEIEEK\n",
      "ALTALEIKDK\n",
      "ALTHGFLDSVPVDDILR\n",
      "YLDGQGFLEVETPVLHNEAGGAAAR\n",
      "SAPQDTSSLAPPSTDLR\n",
      "VLSDIEIANSVQMKPIK\n",
      "RQVTCDVCHG\n",
      "TQETIYQK\n",
      "PGFEELSK\n",
      "MYARYAER\n",
      "QVIAKPGSINPHTK\n",
      "IGFDCASSEFYDKER\n",
      "HSEFGYDIL\n",
      "SVSFENTATNR\n",
      "VTNTDYLAR\n",
      "TKYGIVEEEAR\n",
      "VTLHRPNDSK\n",
      "IFISQSGETADSR\n",
      "AHPIQLPIGAEDDFR\n",
      "ALPTIAIVGRPNVGK\n",
      "TFSFDTAAAQGAIIK\n",
      "WLLLLGQLGK\n",
      "VPSGASTGEHEAVELR\n",
      "HGLPLSQAFLWS\n",
      "TLDADGIEDLLQR\n",
      "AAIDNIVGHGRPA\n",
      "SGLIPAHSK\n",
      "HTPFFNNYRPQFYF\n",
      "YASIDAAPEER\n",
      "NTNNLEWTQAILR\n",
      "AAENIVPNSTGAAK\n",
      "AYTEEQIENIK\n",
      "LILFETPQDALR\n",
      "TEPILQVK\n",
      "IHDASYSAPIFVTF\n",
      "THAAQQPEVLDISGLI\n",
      "KAPSTPWGK\n",
      "TRPVEAPAPGVMQ\n",
      "NYVPGQHGPNN\n",
      "VIGYGSQGHAHAQNLR\n",
      "EIIVATNASPK\n",
      "DPVMLAHLLK\n",
      "AQIHEQERPQTEHNISTTAT\n",
      "ILAGGQGTR\n",
      "ALEQDLVPIVVVNKIDKPSAR\n",
      "MIVPAGAPTFK\n",
      "VAAVTDATFAEETK\n",
      "SAAIHTADEELTKEFGK\n",
      "KGATYYGIAVALA\n",
      "TAVGLLPIAASGADIK\n",
      "FLGNPVTFTGK\n",
      "FLPSLTLGCGSYGR\n",
      "HVAVPDISDGVD\n",
      "FLPHHLEALLETAR\n",
      "AMVLTGVDLDENGK\n",
      "AEATELTKK\n",
      "TKVPSLFVESSVDDR\n",
      "TDYFVIGDVHGK\n",
      "TQEWFESADLEKK\n",
      "SQEILNSVLAIESEAK\n",
      "ALMGIGIGSGEER\n",
      "ATFTQYVEAK\n",
      "GGGGGGGLGSGGSIR\n",
      "IIASSEASSNLQR\n",
      "TQEWFESADLEK\n",
      "IHAYTGDQMILDGPHR\n",
      "SIITDVYAR\n",
      "TAIDFTAEVEK\n",
      "GFTEETVR\n",
      "VIAETGIHAR\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "YTHSNHPGGLK\n",
      "SEPLFLQSVMQEK\n",
      "QLDEGLAGDNVGVLL\n",
      "MNMQSMMK\n",
      "TGDQMILDGPHRK\n",
      "NVFIGQPAVVGAHGIVR\n",
      "GLNQLFDK\n",
      "HALDASILGDAGQAAQ\n",
      "VGAAMVGVGGFGAVSR\n",
      "PGQVISVR\n",
      "VANVNTINVK\n",
      "DFHVVAETGIHAR\n",
      "AQAQYAGTGR\n",
      "GLQAFYQIRK\n",
      "PGTGAVLTNIR\n",
      "VVDATDVPLGR\n",
      "AHENVIEMR\n",
      "PTIALVGRPNVGK\n",
      "IESGNVTIHPDPEGK\n",
      "PFITDVLAR\n",
      "GRPITGPGSR\n",
      "YLYQPYNPSILR\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "EFGVTAAAPVAVAAAGAADAGAAK\n",
      "VQQQAVKPSNSR\n",
      "VIFYQLTELAR\n",
      "TSVVVVGTQWGDEGKGK\n",
      "PITVFFGGK\n",
      "AVMNIEYYSK\n",
      "IIARPYVGEPGNFT\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "YAPSPTGLLHIGNA\n",
      "MDILFILD\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "HTPFFNNYRPQF\n",
      "KAVVTGVEMF\n",
      "YTIAVYDGRK\n",
      "TFIIQNFGPNLAR\n",
      "DETTQPASTSAETVKK\n",
      "SYTVEMLGNVVGSK\n",
      "PVVFMDTTTGYK\n",
      "FVGGIESEVISR\n",
      "NPLIQSLTEGQLR\n",
      "FIDNDANVAALGER\n",
      "AIASGADLVAIGR\n",
      "ATEQFGDIVIAPR\n",
      "SMAPQFFGTIAK\n",
      "PTINQLVR\n",
      "YEANEAEYDKKK\n",
      "TCGYLGNPQAR\n",
      "ATNLGHVVR\n",
      "KQLDEGIAGDNVGVLL\n",
      "AYTEEQIETIK\n",
      "AFAAGDLQGVTAK\n",
      "SAVAVLEGTESK\n",
      "PTNELPQGGIIEK\n",
      "EQLSKSIQNIMNTDPSNIDR\n",
      "PDFGFSPDAEFPIINGEK\n",
      "EIGHAHVTALASR\n",
      "AEPNLESLIR\n",
      "SGTAVIDDFGPR\n",
      "LFGIPVLGTHAH\n",
      "SHNPNVDAIGTIVG\n",
      "ALIQLTTEELR\n",
      "ALNIEQIIADIK\n",
      "VMTDPIADMLTR\n",
      "VIPIPTNRPIQ\n",
      "YSAVIPSYDYDK\n",
      "APSTPWGK\n",
      "PAGLLVQGDSK\n",
      "PITAADIR\n",
      "HNPSATAALPGD\n",
      "SCGKPALGVGAGNVPAYVEK\n",
      "GIEEQLGEIVIAPR\n",
      "LVLKDDSK\n",
      "TYQDNFQK\n",
      "RICHDYTR\n",
      "PVGEPADLHR\n",
      "NIYDSANELSR\n",
      "VQYGGSVKPENVAEY\n",
      "PGVTLLDHSSDASHNR\n",
      "IEEEFGVTAAAPVAVAAAGAADAGAAK\n",
      "SVHGPIDESDVDYHYLK\n",
      "IGGGDSAAAAINLGR\n",
      "GLSVGIVGLPNVGK\n",
      "AYTGDQMILDGPHR\n",
      "ISAQHFGHAVR\n",
      "MIPHNTTPK\n",
      "THPIHVFSEIGK\n",
      "YTIAVYDGR\n",
      "VIRPVENGIAFQ\n",
      "VAANPVDVLTYSTWK\n",
      "TLLQLQDVTYR\n",
      "YLEGEEITNDELIA\n",
      "YIQTSDEAFR\n",
      "IVTAGHVDHGK\n",
      "AISSFNIGSRPAA\n",
      "SAGFIPETLDTDGYDK\n",
      "VFQQFNLFER\n",
      "EEEFGVTAAAPVAVAAAGAADAGAAK\n",
      "AAEELALISGQK\n",
      "MGDDAPFSALAFK\n",
      "SNIYDSANELSR\n",
      "PAVQFGGR\n",
      "EGAGNPEAISHR\n",
      "VNVSIHTAK\n",
      "PAIDAGSSVSR\n",
      "FLGGVAFGTLGLK\n",
      "IYFINSEEASELEK\n",
      "ETIRVEPR\n",
      "IHDASYSAPIFVT\n",
      "DLEITSVEVAGQAR\n",
      "ALEVIMPK\n",
      "SLGIETMGGVFTK\n",
      "PITSLEIKDK\n",
      "TLVYQSTR\n",
      "PAVETVFTVLHAGGK\n",
      "PGFEDLSK\n",
      "IVGAHGIVRPVNIPLNDAETQK\n",
      "EAATDVATFAPSNK\n",
      "PVNIPLNDAETQK\n",
      "VLNALSIDSK\n",
      "LIWPGLFDYVTR\n",
      "PITVADIKR\n",
      "TQTVYFGTYTR\n",
      "VGLDQLGTKMK\n",
      "TNSVFQGR\n",
      "ANIYDVANELSR\n",
      "KGAGISENYTV\n",
      "SEFTIHTIESAPAEVK\n",
      "ITNPVDVVTSLYQHYTGLPK\n",
      "AAAPVAAAAAGAADAGAAK\n",
      "TAHDILNNPFLNK\n",
      "GVTAAAPVAVAAAGAADAGAAK\n",
      "HEVLEVPASN\n",
      "KPGTATLTTVA\n",
      "DLDAHLVGEGIAR\n",
      "NAGFEGSIVIDR\n",
      "MVNQLAQQNKNR\n",
      "PYSTLTEFIQHSK\n",
      "PVIQGSALK\n",
      "VYTSLSSK\n",
      "IVLHHGDVPEMR\n",
      "GIEDKLNQAK\n",
      "STHPIHVFSEIGK\n",
      "IYPAVDPLASSSR\n",
      "TIATFGQK\n",
      "ALTFDELTER\n",
      "ALNIENIIAEIK\n",
      "SEPLFLQSVMHEK\n",
      "PIDSHSALER\n",
      "YHPVYGGNVELVYN\n",
      "PSTAGEDFAFYQEK\n",
      "AFDESLLSD\n",
      "PSSILYNGPYILK\n",
      "PTAEAEEIK\n",
      "VAISGTGVEGVLTLR\n",
      "VYGIGLPTSK\n",
      "LTYVYGIGLATSK\n",
      "ATNMLETMTEKPR\n",
      "TLLALENVTK\n",
      "VVDKDAEKR\n",
      "AIELLTPFTK\n",
      "VLAAGIGSR\n",
      "ETAVGDEGGFAPR\n",
      "RGNFAIEGINEL\n",
      "NLILMGLPGAGK\n",
      "TEYNWNEK\n",
      "PADFLSTPEEEK\n",
      "IESGNVTIHPDPEGKR\n",
      "NAIQESFTDK\n",
      "KLVQLGIYPAVDPLASSS\n",
      "LIGFGNFEVR\n",
      "KQLDEGLAGDNVGVL\n",
      "AANIVPNSTGAAK\n",
      "MPDLNAANLESAM\n",
      "VPSLFVESSVDDR\n",
      "EISSDLLDYQGLAR\n",
      "APGHADYVK\n",
      "SNYAIILAAGK\n",
      "PGVPESFR\n",
      "STLLSVITAAK\n",
      "TYLLPESDGNHV\n",
      "SNISTDLQDVEK\n",
      "ATIQWFPGHMSK\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "TDYYVIGDVHGK\n",
      "PADKPSLPESGTYTFTSR\n",
      "ACASLASENK\n",
      "RPDLDAHLVGEGIA\n",
      "FAALVVVGDHNG\n",
      "QIDLLAEPLK\n",
      "TDSELMQLSEQVGQALK\n",
      "FVHIADGQINVR\n",
      "VAVAAAGAADAGAAK\n",
      "AITSLEIKDK\n",
      "TNNLEWTQAILR\n",
      "IHPTAGVTAVGA\n",
      "PAFVSFDAEK\n",
      "KADLYVLDEPIGGVDPAA\n",
      "PYLEEAGR\n",
      "VVLKIEEKEEK\n",
      "AILGVSIAVAR\n",
      "NVFIGQPAVVGAH\n",
      "YWNTGFTSR\n",
      "AGDDVVDGEFTEK\n",
      "TSLGFGLGTNR\n",
      "PQFYSAEEAEELVR\n",
      "GIVRPVNIPLNDAETQK\n",
      "SMTAQVTGR\n",
      "AAVTEYLAAGEK\n",
      "SDAFADVAK\n",
      "SIPVPFGDIIEK\n",
      "LIADGDEADGVR\n",
      "IGSGTSLDSAR\n",
      "VEQGTTFSIR\n",
      "PIGPFYSEEEAK\n",
      "EQFLENIKDLEVTTVAR\n",
      "VMTDPIADFLTR\n",
      "AIGDGALPGNEGR\n",
      "KWYVVDATDVPLG\n",
      "LVTNTHVINGAK\n",
      "TKPIILTGDRPTGK\n",
      "PTLEVEVYTESGAHGR\n",
      "EEFGVTAAAPVAVAAAGAADAGAAK\n",
      "VSDKEVDKELAK\n",
      "TGAQVAGPIPLPTE\n",
      "KPGSINPHTK\n",
      "PGTSPVTCGR\n",
      "GQDPHEYEPLPEDVKK\n",
      "PSSILYNGPYLLK\n",
      "LIQLTTEELR\n",
      "LTAAITTVLAR\n",
      "SVSFENKETNR\n",
      "VIPIPTNRPIA\n",
      "FNVPVKDGVITNDNR\n",
      "SYGSLFDATQTK\n",
      "AIAGFQALTALSTTEDPTR\n",
      "YTHSMYPGGLK\n",
      "IAPEAQDGGPIAYLR\n",
      "SYFSENEIAAAMTVK\n",
      "VFVGAHGNSIR\n",
      "SIYVVGQEQSNHF\n",
      "PDALLDLTEIELPEALKK\n",
      "QPDLDAHLVGEGIA\n",
      "ANANALGMVETK\n",
      "PVPSHIITPIILR\n",
      "EYHVIAETGIHAR\n",
      "PALGVGAGNVPAYVEK\n",
      "ENSSNTAAGSHR\n",
      "VPAILEAVEATIGR\n",
      "TNYAIILAAGK\n",
      "VTAIYDAAAVAR\n",
      "AFHPSAQESSAHAAQIVR\n",
      "AVGQTAAYVR\n",
      "LLHTLNGSGLAVG\n",
      "TDAQHFGAYQHNGG\n",
      "PLISQPDALTIR\n",
      "TIQHQILQK\n",
      "FGVTAAAPVAVAAAGAADAGAAK\n",
      "LNIENIIAEIK\n",
      "IINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PATLLVQAASK\n",
      "VTGFVGSHGNR\n",
      "GSNADQYQHLLTTVTPA\n",
      "PFVAILGGSK\n",
      "ATEQLGEIVIAPR\n",
      "YVLSGDPAYVPR\n",
      "MLETMTEKPR\n",
      "DDPLNIETR\n",
      "PVEPLVTGQR\n",
      "LVAANPVDVLTYSTWK\n",
      "LTYVYGIGLPTSK\n",
      "RNYVPGQHGPNN\n",
      "PHEYEPLPEDVKK\n",
      "VSTQEQFEQVQAVK\n",
      "DETSVTNSLNEVAK\n",
      "SLVEEDKLDVAK\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "SITLERPALLG\n",
      "DETTQPASTSAETVK\n",
      "ALTAGIVGLPNVGK\n",
      "PQALETLER\n",
      "TTEHFEELNDQQIIR\n",
      "LVGDDFFVTNTDYLAR\n",
      "VSGPLVDDINGK\n",
      "DFHIVAETGIHAR\n",
      "SILPLGTIVYLK\n",
      "LLAFVAGDLQGVTAK\n",
      "STEHMEELNDQQIVR\n",
      "SDSPIQYR\n",
      "LPANVPPTKPK\n",
      "LIAGNIATAEGAR\n",
      "NNDKISNTAMQR\n",
      "AAPVAVAAAGAADAGAAK\n",
      "PGQGTGEQDLQTAGHGPK\n",
      "PEPVAEPEPAKR\n",
      "VLLKPAIEGAGVAAGGAV\n",
      "LAAGPDKPAFVNVGDQVK\n",
      "VTHFPCLNCTK\n",
      "ANTVDTLSAIK\n",
      "PVIYAGYGGVK\n",
      "SNQPITDMIETIER\n",
      "KQLDEGLAGDNVGVLL\n",
      "TTENIGEIVIAPR\n",
      "LIEKDFGK\n",
      "NEPNTFGWVVEID\n",
      "PITGPGSRPLK\n",
      "PATLLVQTASK\n",
      "PVNIYEVHAGSWK\n",
      "NDYEYDLGHF\n",
      "LGIYPAVDPLASSSR\n",
      "RYPEKAIR\n",
      "TKEQHEADSVSLQD\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "SNLSVNAIR\n",
      "AVGGFNTNNLEWTQAILR\n",
      "MVSNGAQLIIDEAIEK\n",
      "TRPVETPAPGVMQ\n",
      "ITATNMLETMTEKPR\n",
      "TSPIHVTSEIGK\n",
      "NTDDTVTIYDVAR\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "LNQFDAGVLTGK\n",
      "HGVLHYAVANIPGAVA\n",
      "SIVLGADAAGLR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "AQVTAQLVK\n",
      "DRDEAVMAY\n",
      "SHPDEVEAPEGITF\n",
      "IIGEPSEFDQEEVEQLAK\n",
      "ILAITFDELTER\n",
      "SNIYDTANQLER\n",
      "GVGGGGGNAINR\n",
      "QALTALSTTEDPTR\n",
      "PATILVQTASK\n",
      "IFGASGDLAK\n",
      "VPAILEAVEATLGR\n",
      "GIVRPVNIPLNDAEQQK\n",
      "AVQMEYEK\n",
      "TYQENYQK\n",
      "GLFSGLLGNASQK\n",
      "PWGKPALGLK\n",
      "IVPNSTGAAK\n",
      "KDSAAAVDAVFAAVTEY\n",
      "TGDQMILDGPHR\n",
      "HIVIATGAK\n",
      "PATILVQAASK\n",
      "SIHIAAQQGEIADK\n",
      "IVGYVLSGDPAYVPR\n",
      "YIIRPNIEEEAK\n",
      "VVTRPFGFEGSKR\n",
      "SNANALGMVETK\n",
      "LFDIPVLGTHAH\n",
      "SDAFTDVAK\n",
      "AVANIPGAVAR\n",
      "AMPNLNVFRPADA\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_730ws.csv\n",
      "Retrieving GO terms for sample: 867ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "ANELEALIR\n",
      "NVPLAVSFYDTAK\n",
      "AEIGVLEGYK\n",
      "TYHFQNPSDAIVK\n",
      "YSEQGQAGNTK\n",
      "TLLMAAIESAAGIMNVK\n",
      "LLAGGQGSR\n",
      "APQENTFYAGVK\n",
      "YLLNVPVPR\n",
      "EENYDELLAEIDSRGMK\n",
      "HTGIITGLPDAYG\n",
      "SDSSCIIIAITGASASGK\n",
      "IQAGPAEILDK\n",
      "PNANAIANVFK\n",
      "GLFDFVSDIGK\n",
      "ALGTSSLAVGTGAQAK\n",
      "IVIDEGVDGAR\n",
      "LVYVLNCSGVK\n",
      "MLFPPPDK\n",
      "PFCIPIGEKDEFK\n",
      "KEYHVIAETGIHAR\n",
      "VPADAYWGIHTLR\n",
      "TVSALIFAGGTGK\n",
      "IFDAVTPDHKK\n",
      "FDNAIIAAGSR\n",
      "ILVQYVEYITNIR\n",
      "QLFPVLCGSSYK\n",
      "LNFYIINAAK\n",
      "SQWITEEQTPHLR\n",
      "GEDVIAVPVPR\n",
      "AHNDAVGPFK\n",
      "SVLQAEFLAK\n",
      "MDLKGSKTEKNLK\n",
      "SSGLYSTEKR\n",
      "AGVPLGNQTVLLR\n",
      "VTEILAYLSGSTLK\n",
      "PGMVVLCPCDAVETKK\n",
      "DVEITAPNGLHTR\n",
      "PAIGVGPGNGPAFIEK\n",
      "PTFVACSVPAYLHQYDMTSGLK\n",
      "IGETEGLPVVTD\n",
      "TMYRIDFNKLRFLICDDNPHMRR\n",
      "YSPCINHGIK\n",
      "SNIYDLANELSR\n",
      "SISDNPALLGK\n",
      "LASNADALACIK\n",
      "IANSGYTNVCR\n",
      "PGTITPHTK\n",
      "DKTNVNGGAIAIGHPVGASGN\n",
      "IVGDGIAIR\n",
      "LVESDYKK\n",
      "CGIVGVVGNR\n",
      "ALEATLAAITGSLK\n",
      "MNIRPLHD\n",
      "SLTNEQIIEAIASK\n",
      "TISPVHTTESFLK\n",
      "ALNIENIVAELK\n",
      "PSTDAAEVLGNISR\n",
      "PAGPSIEVK\n",
      "PGEEIILEGR\n",
      "LSIDQVVYYMSTR\n",
      "LFSSILSQGGTSNK\n",
      "SIQASVEEILEDIKK\n",
      "SITLDRPALLG\n",
      "PFGPGANPMHGR\n",
      "ITPYSSLEDIR\n",
      "TALFQQLPSVDK\n",
      "TVIGDALSNIFR\n",
      "SQNGPDQDPWGKPGQSSGPK\n",
      "AQTAGKPVVILAH\n",
      "KVIVPRPDLSDSAADVLAEPIVVC\n",
      "PLSAIENLTATTLR\n",
      "VDDKYQAK\n",
      "SVPAYLHQYDMTSGIK\n",
      "SLGALYVVSGPSGAGK\n",
      "LVSENIQTR\n",
      "AHPIQLPIGAEDDFR\n",
      "AVQDPETGEWILNGAK\n",
      "TIEINPIFAR\n",
      "LSEGLSVRPYGAL\n",
      "YVEKPVIVYR\n",
      "TFSFDTAAAQGAIIK\n",
      "EAEAHQGPSIIIA\n",
      "PVILEPVFK\n",
      "HGLPLSQAFLWS\n",
      "TLDADGIEDLLQR\n",
      "PAVTPDGLPLKK\n",
      "SEQLHSIEEVLEDLK\n",
      "NLFKDEVR\n",
      "SNTEHTLENAENTR\n",
      "IQSHVVYGFAGNK\n",
      "ANTADLVGELQALDAEYQNLASQEEAR\n",
      "TTFGGHEHGR\n",
      "NGISGALVNYNR\n",
      "SQEYLDFELPIAELEAK\n",
      "TAIDSQNSVATEK\n",
      "VVADLYTAHIALHQVHWYMR\n",
      "YASIDAAPEER\n",
      "IPMYMIIYPLQNVVTQK\n",
      "TLLDVQHVQK\n",
      "AQETIFSK\n",
      "AVIRPFLINEEELK\n",
      "QDPELFKKECYPQSVFIPK\n",
      "PLAPNVVLGAK\n",
      "KAPSTPWGK\n",
      "VCPHAVIR\n",
      "PATYEQIK\n",
      "EMASHTAR\n",
      "IAHDISAFSFVAMAQAAR\n",
      "SEFVIETQHLYK\n",
      "ILAGGQGSR\n",
      "IDAPGHADYVK\n",
      "PIIEPVGGHAVFLDAR\n",
      "KADKLETK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "AAGVPIVEPIGGH\n",
      "MIVPAGAPSFK\n",
      "AYTIEEEQELNQLK\n",
      "QSVAILGSAGK\n",
      "VLLAQALFPR\n",
      "YYPAEPFR\n",
      "FVVIQGTGLSK\n",
      "HGYEGAAAFLL\n",
      "SGTNTNAVEVLLEGLEK\n",
      "SKPNDDVVDAEFEEVKDNK\n",
      "ASYGTLGSSR\n",
      "YNASTSHPIVAR\n",
      "FPEEYHAPELAGK\n",
      "GLTYDTGGLSLK\n",
      "GGGGLGSGGSIR\n",
      "ILAGGQGTR\n",
      "PLVTTTEMFK\n",
      "SFGTTLKK\n",
      "LTADSFGVLPPISR\n",
      "FVNVVDMVGR\n",
      "VTPAWRPNGSVDVQYR\n",
      "GIGGEYGAVTGR\n",
      "SQGNLYILSAPSGAGK\n",
      "AENQNYGTGR\n",
      "SMQDPIADMLTR\n",
      "IVCNDTGFVDK\n",
      "VAAVTDATFAEETK\n",
      "LVDKYAEK\n",
      "TPVMPQYVISQSPH\n",
      "VAEDRPMYIDIHAAEEIVR\n",
      "TIYADNSYSIGNTPLVR\n",
      "SYEAQNITVLEGLEAVR\n",
      "WNTISISGYHI\n",
      "LTGEQTIGVFTGK\n",
      "PDLSDSAADVLAEPIVVCR\n",
      "AGADIIAVDGTNRPR\n",
      "LFLKDGGK\n",
      "TFGGHEHGR\n",
      "LAEKDCEK\n",
      "PISTTMAFVR\n",
      "LVPVNDNHK\n",
      "VGEQIWLR\n",
      "ATFNLIIVSAER\n",
      "VEMQLNHIHKK\n",
      "NNVANSLLVTGAILGVNVH\n",
      "TTEHIEELNDQQLIR\n",
      "FTLGNHEFDAGNEGLLK\n",
      "FYGGAANANTK\n",
      "IINGGSHSDAPIAFQEFMIMPVGAPTFK\n",
      "AGYVVVGTQWGDEGKGK\n",
      "ILNNLAHTTIAILSEK\n",
      "VLGKEPTK\n",
      "QDEVIGIIPALGIQLHWTTVR\n",
      "LIIAYSPCINHGIK\n",
      "KLVLNHCELIRP\n",
      "TIISDVYAR\n",
      "PLTLGEIGCAISHIK\n",
      "FTPTTYIFGAK\n",
      "YNFGNLGSSK\n",
      "SQEILNSVLAIESEAK\n",
      "PADAYWGIHTLR\n",
      "GGGGGGGLGSGGSIR\n",
      "SYLLTSMEEVRK\n",
      "KLVLNHCELIR\n",
      "ILPVGAPSFK\n",
      "FDTVAEELAAGGK\n",
      "FIEKEELKK\n",
      "SIFTMGIDVGSTASK\n",
      "ILNVHEGPHGIR\n",
      "SIITDVYAR\n",
      "FSLIDMNSDR\n",
      "IYMGILGFGVNTER\n",
      "LGHEFGTVTGR\n",
      "LARSKAGPAK\n",
      "IVYSPLHGVAAR\n",
      "PNGSVDVQYR\n",
      "VGVKDAGAWPVQ\n",
      "VIAETGIHAR\n",
      "FVAEVFTGSPGK\n",
      "PAPAPAPAAAAAPVPAGAETVK\n",
      "VGLISVHLFRPF\n",
      "NIAGDLVDLHSIVPVGQD\n",
      "CEKPIVLVGAMR\n",
      "AGYVVVGTQWGDEGK\n",
      "HDAIVVAAFGD\n",
      "FVYYLGPTPAK\n",
      "PCQSVAILGSAGK\n",
      "TLVIAQGADAK\n",
      "AYVVGMKGLRGAVSSEVN\n",
      "MSDDAPFASLAFK\n",
      "NVFIGQPAVVGAHGIVR\n",
      "ILFSHLGR\n",
      "ALAQNEQVYNELSQR\n",
      "PADIYEEVIR\n",
      "PINNLNAR\n",
      "ATTCGLTEFVGTSK\n",
      "CAFHQMILPR\n",
      "AIAQVAAVSSR\n",
      "TDSIHSSITPVNIEEELK\n",
      "VGSRLLLLGAPR\n",
      "ALPSLPELALR\n",
      "DFHVVAETGIHAR\n",
      "TVYVNDGTTSK\n",
      "PSPLSGFDLFNHMADIVAAR\n",
      "YFSLIDMNSDR\n",
      "ASNHAYNNNSNWK\n",
      "ITQLPDFTIR\n",
      "YVSANDTLGR\n",
      "HTPFFSGYR\n",
      "GNFVRPTLITNVNNGC\n",
      "NFLDWISR\n",
      "PDKPITEKPLEVR\n",
      "IGADFLYSVSTLHD\n",
      "PFITDVLAR\n",
      "PFIPTTIK\n",
      "PSSLFVQLVTK\n",
      "AYTSSLDILETEIAIKK\n",
      "ATYTTSDFKPGLK\n",
      "GFTFEELEAAK\n",
      "IVIFGAGLGK\n",
      "LTNEQIIEAIASK\n",
      "FITSGLGGMSGAQGK\n",
      "PLSVPQGAIGLFTR\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "LTDPADPADPVD\n",
      "VEMQLNHIHK\n",
      "TAHIEYETEKR\n",
      "PEVVNQVCFK\n",
      "ELLPLLEQTVQMSK\n",
      "VQQQAVKPSNSR\n",
      "KAGTASALATAGLMQAY\n",
      "SDLDMAVPLTFTDAAANK\n",
      "MTTIHAYTNDQNTLDAPHKK\n",
      "IVPNTTGAAK\n",
      "TTPVVALVGRPNVGK\n",
      "PLFHEQNK\n",
      "GNVEGWVSVVRPG\n",
      "TAIPDQEEPGELSREQK\n",
      "GLGADGTVGANK\n",
      "ALAALYDHSLSDVVR\n",
      "KPFDDIEVR\n",
      "AQFASDLDDATR\n",
      "AQYSANFNQAK\n",
      "GTSTWEYPEEHR\n",
      "TLEVWQHIR\n",
      "IIARPYVGEPGNFT\n",
      "YDYTLLDESAK\n",
      "MKNQKNNIK\n",
      "GVLQNVGLELLGK\n",
      "LALDPNSFK\n",
      "FSNEHPGAAAR\n",
      "PVVHFDGDQADER\n",
      "MDILFILD\n",
      "NVVYPENHAASAAAK\n",
      "IAVLYTDTINPR\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "RGDKGETDLLGGSAA\n",
      "VLLSGGDALLVSDK\n",
      "TFIIQNFGPNLAR\n",
      "VLIFPTLSAGNIGYK\n",
      "SGQTTSEYIGHHLSFLK\n",
      "KINYEDASITPNT\n",
      "ASHIGTNPETGKK\n",
      "SNIYDLANELNR\n",
      "MAVGGAGIVGGMNPK\n",
      "AFLPGSLVDTRPA\n",
      "LHASSLGLPYLPVK\n",
      "PDYGIYELVSTSTMGSAGNR\n",
      "PIFSVADLGIVGDLHK\n",
      "PFLINEEELK\n",
      "GGGGGGLGSGGSIR\n",
      "PVDTIGQYDATK\n",
      "TREVIAASFIQDKDEILR\n",
      "KIHPTAGVTAVGA\n",
      "DTIKENLK\n",
      "VCTTPSNFR\n",
      "HTPFFSGYRPQ\n",
      "CAVQWPNVR\n",
      "YCIAGCPFNIPR\n",
      "VEKPVIVYR\n",
      "PTINQLVR\n",
      "LEEKDYVK\n",
      "GDTATNSLKPAIVETGAEIR\n",
      "NLLSQIAIKPGQYVPGNMYFTTTR\n",
      "SSAFTGFVLLNEAK\n",
      "VLLAQALFPRPN\n",
      "AYLISEEAQDLLK\n",
      "VVTKPFSFEGK\n",
      "INLTDAGSIK\n",
      "APIGRPTPVSPWGK\n",
      "ALPLANIPVGTLVHNIELKPGR\n",
      "LFYGLGADGTVGANK\n",
      "ELGVLSAEVAQAIDQACEEVL\n",
      "PTFVACSVPAYLHQYDMTSGIK\n",
      "FIDTNGHKR\n",
      "TTQTQDNDVLLTMTDVSK\n",
      "SLVPVVVEQTNR\n",
      "PAIFFDTVR\n",
      "PGSITPHTDFESEVYVLSK\n",
      "QVLNQLVADLSQQSVIVHQAH\n",
      "PIITLPDGSKR\n",
      "ANLCEVCGK\n",
      "VVVGDHNGHVGFGTGK\n",
      "EAGVPIIEPVGGH\n",
      "PTFAIETFEPGK\n",
      "PIITLPDGSK\n",
      "EFHVVAETGIHAR\n",
      "YKPFNYYGAPDAER\n",
      "ALIQLTTEELR\n",
      "ALNIEQIIADIK\n",
      "VMTDPIADMLTR\n",
      "IALHNGGGVGIGK\n",
      "ATSHGAVVAR\n",
      "DPEGLRPLC\n",
      "PGDDIPVIR\n",
      "NTIIGAEEVFTGR\n",
      "AGVPILEPVGGHAVFLDAR\n",
      "GNVEGWVSVVR\n",
      "LGVTGNLGYDTK\n",
      "FAVLLEEEVR\n",
      "PFLALLGAMK\n",
      "PATLSTGAVVK\n",
      "MALDYQTDYVEVR\n",
      "IISTSEGLLTDKEAR\n",
      "SLDPHASNDNPSS\n",
      "SNLQQVIEAAFEKR\n",
      "TYQDNFQK\n",
      "GLFDFVSDIGKK\n",
      "TISPVHTIEYYK\n",
      "PSDLIPELQGR\n",
      "ELVSTSTMGSAGNR\n",
      "ILADEGQATVLDEK\n",
      "TAEHLNPGSR\n",
      "PVLEEEILR\n",
      "LVLLPAAQIR\n",
      "PVAETLQYLPLDR\n",
      "IIFPGSSGSK\n",
      "KPITEKPLEVR\n",
      "PLSYGGSQGR\n",
      "TVRPEVYFACG\n",
      "PGLLVTQSVHK\n",
      "LVLNHCELIR\n",
      "ASENLNQSSVALTPVEATDYAESVAAYK\n",
      "FINLPTFVSLPHER\n",
      "YFGAHTYQR\n",
      "DLAAAARPHLDDPD\n",
      "FIPITYEPALAGK\n",
      "PDVAEELFAK\n",
      "NIAMHVAAMD\n",
      "ASTGGADDPIDTD\n",
      "MDKMEEKMDK\n",
      "PITMINHVHHHPFADGAKPVR\n",
      "IVTAGHVDHGK\n",
      "GLYAEGDLGLSR\n",
      "ITSGLGGMSGAQGK\n",
      "FIVFVGPSGCGK\n",
      "ELGAYYAQLFLGD\n",
      "HNPQPEPAQEQNPQYGNLNKPLDPS\n",
      "STFYVPAINLIGK\n",
      "TFDEQVVR\n",
      "TTQNSFSAPEHITVLLHEAVNGLALK\n",
      "VCPVCAHPQAF\n",
      "VLVLDYDGIDTPK\n",
      "NIAFINAGYLFQNHPDR\n",
      "VIAAVEAGGTK\n",
      "MHLPIPYR\n",
      "QAMENLGIKPIIK\n",
      "VIFQLAGGVR\n",
      "SGGGYGGGSGKSSHS\n",
      "SETILVTGSSR\n",
      "AFQEVIDAK\n",
      "IVPVVCGTAFK\n",
      "PAVAEDLAVAR\n",
      "LNNEILGLLDAAAR\n",
      "KGSAAAHYVLGGPQGNNTNAF\n",
      "TEQFFDKELAAR\n",
      "SNIYDSANELSR\n",
      "SYANEINTLNQHLADTNKK\n",
      "YGQHTVTLETGAIA\n",
      "VNVSIHTAK\n",
      "SETQVNNFSLISR\n",
      "SELTTIARPYAK\n",
      "LGNGASITAVK\n",
      "AQGFYELK\n",
      "AALGEDAAVFSAK\n",
      "AYTTFSQNK\n",
      "VGLLSVHLFR\n",
      "FVAEVFNGTPGK\n",
      "FLGPTGVGK\n",
      "SEITTLQPQLLWK\n",
      "FGPPSETNFGGGLLTGSQSACK\n",
      "SSMAIMAIDASKMGNDLR\n",
      "YATNIITCFAR\n",
      "AAEQLGEIVIAPR\n",
      "FDSAYSFGIIR\n",
      "HDNFAQALR\n",
      "SLNIETTQGLER\n",
      "TGENLLVLLEGR\n",
      "IAAGALDEAINYAK\n",
      "ALASLAMLTGNLGK\n",
      "AFTPTASLK\n",
      "PGFEDLSK\n",
      "LFDNYEDWAR\n",
      "HSIEQAAGALSK\n",
      "AYYPAEPFR\n",
      "FLEPSLPNRMNGGYMVK\n",
      "SFLTSLLQR\n",
      "PVNIPLNDAETQK\n",
      "VGIVISTHVIPR\n",
      "PIIFPISNPTK\n",
      "TSDKFIVR\n",
      "PGDPIGSAGPTTSGR\n",
      "AYTSSLDILETEIAIK\n",
      "ANSPVMTVEVLR\n",
      "AVIVSPHPNAK\n",
      "MRFEDYPAEPF\n",
      "AVAQYYGTGR\n",
      "TNSVFQGR\n",
      "SNLQQVIEAAFEK\n",
      "TAQIQQLTSELTLER\n",
      "ILDLIGNTPVVK\n",
      "STLNALGMIETK\n",
      "LIDSMNAQMK\n",
      "SQYEFIDKR\n",
      "AIYMGILGFGVNTER\n",
      "SGSHDCHGAPLGDEEIALT\n",
      "ENHTAPNFDIKSTLEGVTMTFK\n",
      "IIMLAGLQGAGK\n",
      "AMNSILGLFAQSPLKPLQK\n",
      "IVEILEYAIEHNK\n",
      "PAVYEIIK\n",
      "VTGASSGIGK\n",
      "PEEQWDGVR\n",
      "TALNVLIYPDDHLK\n",
      "PYSTLTEFIQHSK\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "PSSTDEVQVK\n",
      "SETPVTENAYGASSIK\n",
      "FGVTTLDVLR\n",
      "STHPIHVFSEIGK\n",
      "LTDPIADMLTR\n",
      "PVANVSNNNANTASAK\n",
      "ILNFLNEGK\n",
      "AVINFEIFK\n",
      "GFLEVETPIMHPILGGAAAK\n",
      "VQGFGNVGK\n",
      "LSCTGIGHTR\n",
      "PTSGEILYNGK\n",
      "NQSILSAFGATGEER\n",
      "IILRPQEISNNPGIA\n",
      "ALNIENIIAEIK\n",
      "KPTQLSGGQQQ\n",
      "IIPSLCIHQNR\n",
      "SEPLFLQSVMHEK\n",
      "YHPVYGGNVELVYN\n",
      "PAEQPAATTEAPK\n",
      "TTADWFNIR\n",
      "TVDHAAITLEELR\n",
      "IAEVMNLIGEVEGK\n",
      "AVDKFEYR\n",
      "AEQLTDQALVER\n",
      "PSSILYNGPYILK\n",
      "ILISPNSETNFLK\n",
      "ILHAMNDYAK\n",
      "VGEVVSTHVIPR\n",
      "EYVEKPVIVYR\n",
      "TDNKNFTK\n",
      "FHPSAQESSAHAAQIVR\n",
      "LPNDALDVQFKLGEGVK\n",
      "DQLYNLIGRPH\n",
      "SNTILQHLPK\n",
      "PTLSQLVK\n",
      "ADNIDIVFLKPTK\n",
      "LVSTSTMGSAGNR\n",
      "VHGVMPGK\n",
      "LIILAHPDLTR\n",
      "PGVIHVSAR\n",
      "VAADFGQEVADKVR\n",
      "STLLSVLTAAK\n",
      "VAKPGLDGHDR\n",
      "EAEAHQGPSLIIAY\n",
      "LYESTATAPNR\n",
      "SAVDGVQPQSETVWR\n",
      "SLEILDQLEEK\n",
      "AIELLTPFTK\n",
      "LTDSGTNAMSDK\n",
      "AFESLTER\n",
      "VLAAGIGSR\n",
      "SEQNQQPEVAAEEQQEAVLQIQR\n",
      "PVGAPTFK\n",
      "NEHGLHAR\n",
      "MPAVEITTDDILVFNPDLD\n",
      "SNALGMIETK\n",
      "VNFLPIGVD\n",
      "REEILKFLQK\n",
      "YTGDQMILDGPHR\n",
      "TGKPLSYGGSQGR\n",
      "SESFAQLFEESLK\n",
      "ENPLSAPDLLVD\n",
      "FQVAYKPTDFVK\n",
      "THENVIEMR\n",
      "PDPETLSAFLEMMEFR\n",
      "LMPIEDVFTITGR\n",
      "FLSNSSNNTAK\n",
      "LIGFGNFEVR\n",
      "VTPDPTGVTPAGPAAD\n",
      "FVTNTDYLAR\n",
      "PIVHVETGVK\n",
      "DVVISGGVPATAR\n",
      "LHASTSPFYPLFAALDVNAK\n",
      "PGLLKPSK\n",
      "VYYSATGNTEK\n",
      "PTFGVDALPEALVK\n",
      "PGVPESFR\n",
      "PVGLWEYYDKDGK\n",
      "VVFTGASVEEAIQEGLR\n",
      "NDAPAQTLDAPIAD\n",
      "FANWDKLDGYR\n",
      "PMVFEIDKDLK\n",
      "VAYVSNLDKPATLNSGIFVIR\n",
      "FQEFMILPVGAPTFK\n",
      "SITVNQIVLHQLVK\n",
      "EAGVPILEPVGGH\n",
      "SDVFHLNLTK\n",
      "CGYVHVGEEAPK\n",
      "PTISQLVK\n",
      "TGFHLLHTLFQTSIQYPQIQ\n",
      "VTIVATGLGDVVSAEPVVIAR\n",
      "LEATLAAITGSLK\n",
      "SLTVDSGQTLQR\n",
      "SQAQYAGTGR\n",
      "AIQTEKPIECVGCNTFDMK\n",
      "PITSLEIK\n",
      "PPGVLCVVPGER\n",
      "GILALHSK\n",
      "PIISEVNIK\n",
      "TDIQDVISPK\n",
      "AVIEQVIAR\n",
      "AIVEGNQGHEHVEPQSEEVNVEEGSVE\n",
      "TASDLEHEKEIAR\n",
      "PTTGTILFEGK\n",
      "DPKDPEKLIDR\n",
      "HTTWLGFGVF\n",
      "DKLSDKEIK\n",
      "GGGLGSGGSIR\n",
      "SVQEVMDLAGVAHLAALK\n",
      "CIANCLSDSYNGK\n",
      "FIAAAGHNVGK\n",
      "AGAPFGPGANPMHG\n",
      "LENSGIFAYLLKPIK\n",
      "LVNCFYEGAK\n",
      "VAPAWRPNGSVDVQYR\n",
      "SVIEINHPLIEHK\n",
      "MNNGGLTITGGPSVTK\n",
      "TDINTVLAELKR\n",
      "LGMPGEFPYTR\n",
      "PAFVSFDAEK\n",
      "PYLNPNAALLTLSYLGAER\n",
      "GIFSVPPDLPVTK\n",
      "TAQIFEQVK\n",
      "PYLEEAGR\n",
      "AHNNVLEEVAK\n",
      "KIPMVFLNHGQH\n",
      "AAYLNATPASK\n",
      "GVEEILPIGTLSK\n",
      "SQFFYIHPENPQAR\n",
      "SVIPMVVEQTSR\n",
      "LMAHPAEISPLAR\n",
      "ELFKDEVRK\n",
      "SLGGIVDTTKPGAATLPPVSK\n",
      "FVLNGTSSSNK\n",
      "PSLCIHQNR\n",
      "YLLGTSFAR\n",
      "PQFYSAEEAEELVR\n",
      "STQFVYTMHR\n",
      "VVDSVAAQLK\n",
      "GIVRPVNIPLNDAETQK\n",
      "VSMYEYAR\n",
      "FNPFIPLMLGGDR\n",
      "SGFVTIEDLK\n",
      "VMLTGEPGHPDAVAR\n",
      "SLPINLHTINQFFGK\n",
      "TLNPLASGQQQVK\n",
      "TTLGTALTPNAIK\n",
      "LMLPLSLSFDH\n",
      "LNFVVPFVDR\n",
      "SITLRPENTASMV\n",
      "TDSQVEAQAENNAEGVQK\n",
      "SELQTMQDALDIVK\n",
      "PIGPFYSEEEAK\n",
      "VPALSNNDYR\n",
      "NNPAIPYTVEEIAR\n",
      "TDLNPIIADR\n",
      "VMTDPIADFLTR\n",
      "THSQNEDRPIG\n",
      "TVEIVNETGLHTR\n",
      "AGNGQGVQSQDIIK\n",
      "YIANSGYTNVCR\n",
      "TKPIILTGDRPTGK\n",
      "MTTEPMTPADQR\n",
      "FTGKPLSYGGSQGR\n",
      "FVGASSITPNKK\n",
      "INAPEGAFADVVLMPGDPLR\n",
      "RESYADSNLGSSK\n",
      "TSVPVIGGH\n",
      "NCPGGVLSFK\n",
      "LVLNHCELIRP\n",
      "VINIHHSFLPAFIGAK\n",
      "VMVTSHLGR\n",
      "AITAITSVQEFDEK\n",
      "TVGIVDDVTHTSLEVGPAIALADPSTK\n",
      "PTEGEFKPEDSLQPVVDYLK\n",
      "GDYIIALTSLPTTEALK\n",
      "MVDYLANNAYDPHYGAR\n",
      "AAIRPFLINEDELK\n",
      "GFLEVETPLMHPILGGAAAK\n",
      "IIFQDPFASLNPR\n",
      "ATITAALVK\n",
      "THSVFQGR\n",
      "TQVLENVK\n",
      "SGFDLFNHMADIVAAR\n",
      "VSTSTMGSAGNR\n",
      "ILDASNNTGAAVK\n",
      "TTQLDSLR\n",
      "FLEKEELKK\n",
      "NAVLAPGDLVLFDR\n",
      "SYFSENEIAAAMTVK\n",
      "ATSMVIGTQWGDEGK\n",
      "ATLTINTDEK\n",
      "PIIFPLSNPTK\n",
      "ANANALGMVETK\n",
      "FFSMATAFTK\n",
      "EYHVIAETGIHAR\n",
      "SNSIVEIEDTK\n",
      "PALGVGAGNVPAYVEK\n",
      "IEGPQASLTYLGFNMK\n",
      "QLGPLARQAAAAR\n",
      "PGNEFVSLAK\n",
      "LNAPVNDLSR\n",
      "LPGEGVVTGYGTIDGR\n",
      "YESTATAPNR\n",
      "LNPLASGQQQVK\n",
      "AFHPSAQESSAHAAQIVR\n",
      "SITQTNRPK\n",
      "MDLKGSKTEK\n",
      "AHTSLGTWPILK\n",
      "TADLLLTHFNQVFCPK\n",
      "TISQTELNQQLK\n",
      "IVDTNSTPAGVDFVIPGNDDATR\n",
      "PAWRPNGSVDVQYR\n",
      "FSGADALGPLIQGLAK\n",
      "ELFKDEVR\n",
      "APGEEIILEGR\n",
      "TKPIVFSGVQPSGELTIGNYLGALR\n",
      "GILAGISSGATFK\n",
      "IINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PATAFTQLAAK\n",
      "SGHPGGSLSATDILTAL\n",
      "GGHTVGAGVVTEIEG\n",
      "AHFVNVGVAGTD\n",
      "PIEVGGSLGR\n",
      "FQSEETLTGFK\n",
      "ILNCGSSSLK\n",
      "ATEQLGEIVIAPR\n",
      "PFVAILGGSK\n",
      "VGELISVHVIPR\n",
      "SSIDETVLFK\n",
      "KEGYEQIGELFDITA\n",
      "SKPHVNIGTIGH\n",
      "SGSGGGYGGGSGKSSHS\n",
      "RNYVPGQHGPNN\n",
      "PGSIKPHTK\n",
      "YSDKVVTK\n",
      "PHEYEPLPEDVKK\n",
      "PCLVLEQGYLR\n",
      "PAVAFGGK\n",
      "SNTVIMMQHEK\n",
      "ANITTSLFQEMVQAASTR\n",
      "FKDEIVPVVIPN\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "PTVATYNQSGVK\n",
      "VIDRFDEK\n",
      "AFLPGSLVDTR\n",
      "NANEIGYPVLVR\n",
      "ALTAGIVGLPNVGK\n",
      "TTEHFEELNDQQIIR\n",
      "NLQALLAALNK\n",
      "LINSEDVYIDLLTDSGTNAMSDK\n",
      "SYPLEEVNK\n",
      "FNYYGAPDAER\n",
      "ETGKYEMK\n",
      "VTISFISAVRPF\n",
      "CIQCNQCSYVCPHAVIRPF\n",
      "DFHIVAETGIHAR\n",
      "SILPLGTIVYLK\n",
      "YALPSLPELALR\n",
      "YAAVYEIIR\n",
      "LLDNAVADLAAISGQK\n",
      "GHTSGYAVPTFVVD\n",
      "IALACNPK\n",
      "PLVTTTEMFKK\n",
      "VMDPSVSVGDFLK\n",
      "PGSIHPHTNFK\n",
      "PSAVLVNEVK\n",
      "ASDLEHEKEIAR\n",
      "ATINQLVR\n",
      "ITGTGLISGNQISHSHR\n",
      "NPALFPLAGFK\n",
      "PLTYGGSK\n",
      "MLDRLDINEIEPSSRR\n",
      "LGPTPAKPGDPIGSAGPTTSGR\n",
      "GITVDPSELSQR\n",
      "FIVESGTPGFSIGK\n",
      "HTPFFSGYRPQF\n",
      "PIIHVELVEGR\n",
      "SGIVSTYR\n",
      "KQLDEGLAGDNVGVLL\n",
      "PIQLPFIPHEDPR\n",
      "YQTTGFHDNQSLR\n",
      "TTSLPWYK\n",
      "PFVTHHNALNLDLFLR\n",
      "PATLLVQTASK\n",
      "AIHQILTQQAASITDLKR\n",
      "VGLISVHLFR\n",
      "PYITDVYAR\n",
      "PVNIYEVHAGSWK\n",
      "LAAVNSGAAGIGK\n",
      "PIEGHKPAAAILR\n",
      "LAESWERPDDK\n",
      "ALIYDNRPYK\n",
      "MAMVSSPAIPR\n",
      "AQVDAGNMPHD\n",
      "GESPTPVPTLNDQMAR\n",
      "LILAGGQGTR\n",
      "GYRVGGGIIDCLAD\n",
      "NQDMGGFAPAQSAPQPSYQSR\n",
      "IIIAYSPCINHGIK\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "LIGGKGNDILIGGR\n",
      "PTLLYSLIANVR\n",
      "FVAKPETVKR\n",
      "SQEFINPSDGVVR\n",
      "IIGAILFERTMDGR\n",
      "FIDTPGAYPGLEAEK\n",
      "ALAADPPLILMDEPFGALD\n",
      "FYNFGNLGSSK\n",
      "VPILDEVVEEDPNKK\n",
      "SIGIVTYLNPFIGHHNGDLVGK\n",
      "SIETVVEYNLDNK\n",
      "SILVCGGAGYIGSHVVK\n",
      "TNDMFSLK\n",
      "LQVTTLNVNGSPIK\n",
      "ALTSLEIKDK\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "IVPTHQGR\n",
      "PCTEFETK\n",
      "RNYLEQPLK\n",
      "AQVTAQLVK\n",
      "PHSEVELILPK\n",
      "PAGNQADIVK\n",
      "VHNTHYGR\n",
      "LCTEHGVTADWFK\n",
      "HFYNFGNLGSS\n",
      "SNHHGALIQAGATPIYLETA\n",
      "SNIYDTANQLER\n",
      "FMAINPEFFGDPAEIKK\n",
      "DENIAFINAGYLFQNHPDR\n",
      "PIVEHIQEAAK\n",
      "GSAAAHYVLGGPQGNNTNAF\n",
      "PAQSAVENKPK\n",
      "PILDEVVEEDPNKK\n",
      "PATILVQTASK\n",
      "LVNTVVGFIGPEYLYDSK\n",
      "AVLAPGDLVLFDR\n",
      "RTDLALYQSTIA\n",
      "TTPFKPELLSPAGSLK\n",
      "AVQMEYEK\n",
      "DREVTPAWRPNGSVDVQY\n",
      "GLFSGLLGNASQK\n",
      "KLLDQGQAGDNIGVLL\n",
      "IVPNSTGAAK\n",
      "IINATALAHEIGLGQR\n",
      "IVESGTPGFSIGK\n",
      "VLFFVDNIYR\n",
      "SLTGQPSACGTAR\n",
      "SIHIAAQQGEIADK\n",
      "WVSGGELAGAVSR\n",
      "EMVYKPVEQPVEAPNPNLK\n",
      "GGGGGLGSGGSIR\n",
      "ATFYVPAVNLIGK\n",
      "QSELICYK\n",
      "MLPTFQVAYKPTDFVK\n",
      "TDINTVLAELK\n",
      "ICAFHQMLLPR\n",
      "WHRDEYKK\n",
      "ADNSNVDIVFLKPSK\n",
      "PLGGATEVLGGHK\n",
      "SDAFTDVAK\n",
      "IVTVAQGAK\n",
      "GLLDDVTGK\n",
      "TELNTVKPDESGK\n",
      "LAQIPEQFRDPAK\n",
      "MSASNQTPSSR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_867ns.csv\n",
      "Retrieving GO terms for sample: 734ns\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "ALHGGDVSSDIEANL\n",
      "ANELEALIR\n",
      "KPCQSVAILGSAGK\n",
      "AEIGVLEGYK\n",
      "MEANKKGLPTLDELK\n",
      "TYHFQNPSDAIVK\n",
      "YLLNVPVPR\n",
      "LPKGMGRGF\n",
      "LLAGGQGSR\n",
      "APQENTFYAGVK\n",
      "HTGIITGLPDAYG\n",
      "ATFYVPSVNLIGK\n",
      "NSDALGMVETK\n",
      "PNANAIANVFK\n",
      "SELTVGNVIIGGK\n",
      "LVYVLNCSGVK\n",
      "KEYHVIAETGIHAR\n",
      "QLTAGILQK\n",
      "RFPYQTNGDT\n",
      "LLDQGQAGDNIGVLL\n",
      "SQEFINPSDGVIR\n",
      "SQWITEEQTPHLR\n",
      "IVYSPLHGVAARPVE\n",
      "SVLQAEFLAK\n",
      "MDLKGSKTEKNLK\n",
      "SSGLYSTEKR\n",
      "AGVPLGNQTVLLR\n",
      "DVEITAPNGLHTR\n",
      "PAIGVGPGNGPAFIEK\n",
      "SNIYDLANELSR\n",
      "SISDNPALLGK\n",
      "PGTITPHTK\n",
      "IVGDGIAIR\n",
      "TQHLTAEALRK\n",
      "MNIRPLHD\n",
      "SLTNEQIIEAIASK\n",
      "EEFKKLYEK\n",
      "PSTDAAEVLGNISR\n",
      "PGEEIILEGR\n",
      "SYQDINAATINR\n",
      "AMNNILGLFAHSPLKPLQK\n",
      "VSQQAISATGYGK\n",
      "ITPYSSLEDIR\n",
      "EIIFDLSK\n",
      "SLGALYVVSGPSGAGK\n",
      "TAAHEAVK\n",
      "RSTIFPNFIGLT\n",
      "PVILEPVFK\n",
      "HGLPLSQAFLWS\n",
      "NLFKDEVR\n",
      "SNTEHTLENAENTR\n",
      "VVGSATNQPVGR\n",
      "TQQILGGFPTR\n",
      "PATYEQIK\n",
      "IAHDISAFSFVAMAQAAR\n",
      "IDAPGHADYVK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "AAGVPIVEPIGGH\n",
      "VGFINVHLFRPFATD\n",
      "TAHIEYETANR\n",
      "APQENTFYVGAK\n",
      "QSVAILGSAGK\n",
      "NYVPGQHGPNN\n",
      "SKPNDDVVDAEFEEVKDNK\n",
      "FPEEYHAPELAGK\n",
      "PLVTTTEMFK\n",
      "PFDEGTLIK\n",
      "FVNVVDMVGR\n",
      "GIGGEYGAVTGR\n",
      "SQGNLYILSAPSGAGK\n",
      "AENQNYGTGR\n",
      "SMQDPIADMLTR\n",
      "GLTVADLQELR\n",
      "VAAVTDATFAEETK\n",
      "ADVVTTSVNNGDQLSK\n",
      "NLVIIGAQASGK\n",
      "AAAAPVPAGAETVK\n",
      "TPVMPQYVISQSPH\n",
      "TPMTPQAKVAEAITR\n",
      "SYEAQNITVLEGLEAVR\n",
      "PGMIIGQGGK\n",
      "LTGEQTIGVFTGK\n",
      "THIIVATHGK\n",
      "LAEKDCEK\n",
      "IGYSQDYLR\n",
      "VEMQLNHIHKK\n",
      "NVSGTMLELTSK\n",
      "PIAESLEAHEDVK\n",
      "SISIKPLEDR\n",
      "VGELLSVHVIPR\n",
      "KLVLNHCELIRP\n",
      "DMVYKPLEQPVEPVKPDLK\n",
      "TIISDVYAR\n",
      "YNFGNLGSSK\n",
      "SQEILNSVLAIESEAK\n",
      "PADAYWGIHTLR\n",
      "KLVLNHCELIR\n",
      "THNQGVFDVYTPDIL\n",
      "FDTVAEELAAGGK\n",
      "FIEKEELKK\n",
      "SIITDVYAR\n",
      "LGHEFGTVTGR\n",
      "IVYSPLHGVAAR\n",
      "PNGSVDVQYR\n",
      "SLPLVLGSSSPRRK\n",
      "VGLISVHLFRPF\n",
      "AGYVVVGTQWGDEGK\n",
      "TVRKTAQGAGDAPK\n",
      "NEPIHVFSEIGR\n",
      "PADIYEEVIR\n",
      "ATTCGLTEFVGTSK\n",
      "TDSIHSSITPVNIEEELK\n",
      "SIMIHAGGDNHSDHPAPLGGGGPR\n",
      "AGFTFEELEAAK\n",
      "MSISRAASGEGR\n",
      "SGQTTSEYISHHLSFLK\n",
      "ALPSLPELALR\n",
      "DFHVVAETGIHAR\n",
      "YFSLIDMNSDR\n",
      "FNHPQEVTPEAK\n",
      "YVSANDTLGR\n",
      "HTPFFSGYR\n",
      "NFLDWISR\n",
      "PFITDVLAR\n",
      "PFIPTTIK\n",
      "PSSLFVQLVTK\n",
      "DCVETVIDAR\n",
      "ATYTTSDFKPGLK\n",
      "IVIFGAGLGK\n",
      "LTNEQIIEAIASK\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "LVNTGWNGTGK\n",
      "VCPHAAIR\n",
      "IEELHTAK\n",
      "ELLPLLEQTVQMSK\n",
      "IVPNTTGAAK\n",
      "TTPVVALVGRPNVGK\n",
      "AAVTAAMVK\n",
      "AQYSANFNQAK\n",
      "IIARPYVGEPGNFT\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "STFYVPAINLIGR\n",
      "VLQTHENAINAQK\n",
      "VLIFPTLSAGNIGYK\n",
      "FPTNICLISGPS\n",
      "FSQFLQELR\n",
      "ASHIGTNPETGKK\n",
      "SNIYDLANELNR\n",
      "LDVVEIPTNRPIQ\n",
      "AFLPGSLVDTRPA\n",
      "AEETIFSK\n",
      "TINTSHVEYETAKR\n",
      "SLVSESHAEELVR\n",
      "PIFSVADLGIVGDLHK\n",
      "PFLINEEELK\n",
      "TDNQLTESWDK\n",
      "DYDKEFFKK\n",
      "ATEQFGDIVIAPR\n",
      "HTPFFSGYRPQ\n",
      "ATELLENTIATLK\n",
      "EESNLRPK\n",
      "PTINQLVR\n",
      "LEEKDYVK\n",
      "AGTAQGVQTQDVIK\n",
      "EQCKEYDK\n",
      "AYTEEQIETIK\n",
      "PLIHVELVEGR\n",
      "AYLISEEAQDLLK\n",
      "LFYGLGADGTVGANK\n",
      "SLVPVVVEQTNR\n",
      "PAIFFDTVR\n",
      "PGSITPHTDFESEVYVLSK\n",
      "PIITLPDGSKR\n",
      "ANLCEVCGK\n",
      "YPDLPVGIK\n",
      "EGVISGIGEINGLK\n",
      "PIITLPDGSK\n",
      "DGHANMGGILAF\n",
      "GFFDQLGDVAK\n",
      "SQNIIPSSTGAAK\n",
      "LGYDAGFGPGK\n",
      "VMTDPIADMLTR\n",
      "YKLKMPQK\n",
      "PFLLLAGISGTGK\n",
      "ANIYDLANELSR\n",
      "NTIIGAEEVFTGR\n",
      "CGIVGAVAQR\n",
      "PFLALLGAMK\n",
      "PATLSTGAVVK\n",
      "PIHYEGATNAGR\n",
      "KLLDYAEAGDNIGTLL\n",
      "GLFDFVSDIGKK\n",
      "PIITLPDGSQR\n",
      "IGGAQINPYGDLNSTIIGDDYVKPK\n",
      "PSDLIPELQGR\n",
      "EAHLLGIPVFA\n",
      "TAEHLNPGSR\n",
      "PVLEEEILR\n",
      "YGAPPHGGLAFGID\n",
      "LAGGQPVSIANMK\n",
      "ISAFIVEANTPGFSIGKK\n",
      "PLSYGGSQGR\n",
      "GLSVGIVGLPNVGK\n",
      "LVLNHCELIR\n",
      "ASENLNQSSVALTPVEATDYAESVAAYK\n",
      "QTRPAVINALAM\n",
      "VGIFFGTTGGK\n",
      "FIPITYEPALAGK\n",
      "FLPAVIEK\n",
      "PATMLVQTASK\n",
      "GAFYQALRSEK\n",
      "LIASSAGEK\n",
      "GLYAEGDLGLSR\n",
      "ITSGLGGMSGAQGK\n",
      "TYKDREELRK\n",
      "TFDEQVVR\n",
      "ESEYPNIADFR\n",
      "PFGVNLEGLK\n",
      "STKPIHVFSEIGK\n",
      "SSFFVAGTDTDVGK\n",
      "KGSAAAHYVLGGPQGNNTNAF\n",
      "TEQFFDKELAAR\n",
      "VTFLGNPVSFTGK\n",
      "SQLLQEIEALR\n",
      "SYANEINTLNQHLADTNKK\n",
      "VNVSIHTAK\n",
      "SELTTIARPYAK\n",
      "LGNGASITAVK\n",
      "AQGFYELK\n",
      "AYTTFSQNK\n",
      "VGLLSVHLFR\n",
      "FVAEVFNGTPGK\n",
      "SEITTLQPQLLWK\n",
      "HVGEHAEVAGF\n",
      "YATNIITCFAR\n",
      "AAEQLGEIVIAPR\n",
      "PITSLEIKDK\n",
      "SLNIETTQGLER\n",
      "TGENLLVLLEGR\n",
      "AFTPTASLK\n",
      "HTPFFSGYRPQFYF\n",
      "AYYPAEPFR\n",
      "EIFKDEVR\n",
      "YLLTILNSK\n",
      "PIIFPISNPTK\n",
      "TSDKFIVR\n",
      "PGDPIGSAGPTTSGR\n",
      "ANSPVMTVEVLR\n",
      "MRFEDYPAEPF\n",
      "AVAQYYGTGR\n",
      "QIIDAVYDVAR\n",
      "TNSVFQGR\n",
      "ALLPSVYCKD\n",
      "STLNALGMIETK\n",
      "MAINPEFFGDPAEIKK\n",
      "PAALFVQEANK\n",
      "GDYANPKNIK\n",
      "PAVEILEKR\n",
      "AMNSILGLFAQSPLKPLQK\n",
      "AFIIKPLVTEK\n",
      "PYSTLTEFIQHSK\n",
      "SETPVTENAYGASSIK\n",
      "STHPIHVFSEIGK\n",
      "HDHFLYTSNLDASNQK\n",
      "SNPIHVFSEIGR\n",
      "LTDPIADMLTR\n",
      "PVANVSNNNANTASAK\n",
      "ILNFLNEGK\n",
      "KTTVTGVEMF\n",
      "NQSILSAFGATGEER\n",
      "TKGEAGTGDVVQAVSH\n",
      "IILRPQEISNNPGIA\n",
      "TSGYAVPTFVVDAPGGGGK\n",
      "PIQNALNSGK\n",
      "TVDHAAITLEELR\n",
      "AVAADDVAALR\n",
      "AVDKFEYR\n",
      "ANISVFNIEGK\n",
      "QADKYKVPR\n",
      "AEQLTDQALVER\n",
      "VGEVVSTHVIPR\n",
      "DPKTGKTDMK\n",
      "TTNYSAQEITVLK\n",
      "AQPARPLRADAAR\n",
      "LPNDALDVQFKLGEGVK\n",
      "ALYPGELIER\n",
      "PEYNIALGQR\n",
      "SNTILQHLPK\n",
      "PTLSQLVK\n",
      "NIRPEFVVSTEPTDGGIY\n",
      "ADNIDIVFLKPTK\n",
      "MAYFTATPK\n",
      "VLDVIDELDYRPNAVA\n",
      "SLEILDQLEEK\n",
      "SNALGMIETK\n",
      "SESFAQLFEESLK\n",
      "FQVAYKPTDFVK\n",
      "FLSNSSNNTAK\n",
      "LIGFGNFEVR\n",
      "SNTEILESAENTR\n",
      "SHQLDSAGSFPAVRPSQEMR\n",
      "SETTNDNYGASSIK\n",
      "GLISYIEEK\n",
      "GIDKQEIKR\n",
      "AILAFQKPDK\n",
      "PMVFEIDKDLK\n",
      "AVNIEDIKK\n",
      "EAGVPILEPVGGH\n",
      "SITVNQIVLHQLVK\n",
      "SDVFHLNLTK\n",
      "CGYVHVGEEAPK\n",
      "PTISQLVK\n",
      "SNISTDLQDVEK\n",
      "IIAIVPPK\n",
      "SLTVDSGQTLQR\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "PVDIESAVK\n",
      "KVLDSAVAGDNVGALL\n",
      "KTLDSAVAGDNVGALL\n",
      "GILALHSK\n",
      "AVIEQVIAR\n",
      "DRVDDALHAT\n",
      "SEHHTLSTTLVHAGR\n",
      "AGAPFGPGANPMHG\n",
      "AITSLEIKDK\n",
      "SVIEINHPLIEHK\n",
      "MNNGGLTITGGPSVTK\n",
      "TIPKLPDK\n",
      "TDINTVLAELKR\n",
      "KSVVAEPLFN\n",
      "PYLNPNAALLTLSYLGAER\n",
      "AQVTATIASK\n",
      "KIPMVFLNHGQH\n",
      "GVEEILPIGTLSK\n",
      "AEGRPHNNLSFNTAA\n",
      "SVIPMVVEQTSR\n",
      "KSEYAEVLAGNVAGC\n",
      "YLLGTSFAR\n",
      "PQFYSAEEAEELVR\n",
      "STQFVYTMHR\n",
      "GIVRPVNIPLNDAETQK\n",
      "VSMYEYAR\n",
      "VMLTGEPGHPDAVAR\n",
      "TLNPLASGQQQVK\n",
      "TTLGTALTPNAIK\n",
      "SITLRPENTASMV\n",
      "TDSQVEAQAENNAEGVQK\n",
      "SELQTMQDALDIVK\n",
      "AQISAQLVK\n",
      "TVTSHSVVLR\n",
      "VMTDPIADFLTR\n",
      "LSMKDQVK\n",
      "THSQNEDRPIG\n",
      "YIANSGYTNVCR\n",
      "TKPIILTGDRPTGK\n",
      "PFLINEDELK\n",
      "MTTEPMTPADQR\n",
      "FVGASSITPNKK\n",
      "IKDVDKDR\n",
      "TSVPVIGGH\n",
      "LVLNHCELIRP\n",
      "KLLDQGEAGDNVGLLL\n",
      "VINIHHSFLPAFIGAK\n",
      "ENNEDLDTQNMKDQVLK\n",
      "AITAITSVQEFDEK\n",
      "MVDYLANNAYDPHYGAR\n",
      "AAIRPFLINEDELK\n",
      "IIFQDPFASLNPR\n",
      "ATITAALVK\n",
      "THSVFQGR\n",
      "PIIFPLSNPTK\n",
      "ANANALGMVETK\n",
      "EYHVIAETGIHAR\n",
      "FMAINPAIFGNPEDVKK\n",
      "PALGVGAGNVPAYVEK\n",
      "KEEIKEEVKK\n",
      "TNFNELQEETR\n",
      "NISTALGLK\n",
      "LSGEQTIGVFTGK\n",
      "SITQTNRPK\n",
      "SLANIDEANENAVR\n",
      "AHTSLGTWPILK\n",
      "TISQTELNQQLK\n",
      "FSGADALGPLIQGLAK\n",
      "TKPIVFSGVQPSGELTIGNYLGALR\n",
      "PATAFTQLAAK\n",
      "GSVANVVLAALTEYKK\n",
      "NYYGAPDAER\n",
      "SGHPGGSLSATDILTAL\n",
      "PIEVGGSLGR\n",
      "AVPTFVVDAPGGGGK\n",
      "ATEQLGEIVIAPR\n",
      "SNLQQIIEAAFEK\n",
      "VGELISVHVIPR\n",
      "SSIDETVLFK\n",
      "RNYVPGQHGPNN\n",
      "PGSIKPHTK\n",
      "YSDKVVTK\n",
      "CAVGGVQPQSETVWR\n",
      "FKDEIVPVVIPN\n",
      "PTVATYNQSGVK\n",
      "AFLPGSLVDTR\n",
      "NANEIGYPVLVR\n",
      "ALTAGIVGLPNVGK\n",
      "GLINYIHEK\n",
      "SYPLEEVNK\n",
      "NELKEDIK\n",
      "ETGKYEMK\n",
      "DFHIVAETGIHAR\n",
      "FMANPNTIER\n",
      "SILPLGTIVYLK\n",
      "NNRPTQPLNQ\n",
      "PLVTTTEMFKK\n",
      "TIYRFGIE\n",
      "SMTNYIIVMK\n",
      "PGSIHPHTNFK\n",
      "ALIEQLVAR\n",
      "ATINQLVR\n",
      "DIIRDEAH\n",
      "ANANALGMVETR\n",
      "MPAGEFLK\n",
      "HEGAVTAPTAGLHFSK\n",
      "LVSSPSFVACSVPAYLK\n",
      "PGSVSPHTSFK\n",
      "RFPYQTNNDT\n",
      "GITVDPSELSQR\n",
      "DLLKEFGK\n",
      "AVITAALVK\n",
      "HTPFFSGYRPQF\n",
      "PIIHVELVEGR\n",
      "KQLDEGLAGDNVGVLL\n",
      "PIQLPFIPHEDPR\n",
      "FGNLGSSK\n",
      "PATLLVQTASK\n",
      "PAGTGFAYHQGR\n",
      "PVNIYEVHAGSWK\n",
      "YAAVAVAK\n",
      "ALIYDNRPYK\n",
      "PIEGHKPAAAILR\n",
      "LAESWERPDDK\n",
      "PGAVYLAAVLASHAQK\n",
      "TLPVPCNEK\n",
      "PNAFIMPQGR\n",
      "FVAKPETVKR\n",
      "NIINVLEQEQLR\n",
      "SDVNEQLER\n",
      "FYNFGNLGSSK\n",
      "ASATFDDPLLLPNPAK\n",
      "TGNLSDEDFAK\n",
      "IVEANTPGFSIGK\n",
      "STLEDELLAEK\n",
      "DFLPILEPAVQSGR\n",
      "PLTLYPLATIR\n",
      "SILVCGGAGYIGSHVVK\n",
      "SIVLGADAAGLR\n",
      "ALTSLEIKDK\n",
      "IVPTHQGR\n",
      "FTALTVVGDGNGR\n",
      "PHSEVELILPK\n",
      "PAGNQADIVK\n",
      "SNNDFLVLK\n",
      "SNHHGALIQAGATPIYLETA\n",
      "IAGEGTYMSR\n",
      "PILDEVVEEDPNKK\n",
      "PAQNISAVGHGK\n",
      "QLVSHGHFILNGR\n",
      "PATILVQTASK\n",
      "GIVRPVNIPLNDAEQQK\n",
      "HTPFFTGYR\n",
      "GLFSGLLGNASQK\n",
      "TDINPIIADR\n",
      "KLLDQGQAGDNIGVLL\n",
      "IVPNSTGAAK\n",
      "IINATALAHEIGLGQR\n",
      "SLTGQPSACGTAR\n",
      "ASVTITGVTK\n",
      "PATILVQAASK\n",
      "FLSAHAAEEMQHM\n",
      "ATFYVPAVNLIGK\n",
      "SIDYTPGPLLDAAR\n",
      "MLPTFQVAYKPTDFVK\n",
      "SNANALGMVETK\n",
      "TTGLPIVEGLER\n",
      "TDINTVLAELK\n",
      "PLGGATEVLGGHK\n",
      "MMGIRPER\n",
      "ADNSNVDIVFLKPSK\n",
      "PAEATPAQEQADYNK\n",
      "SDAFTDVAK\n",
      "IVTVAQGAK\n",
      "GLLDDVTGK\n",
      "VIVSPETVDDLSAIK\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_734ns.csv\n",
      "Retrieving GO terms for sample: 866ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "VDMLPPPD\n",
      "AEIGVLEGYK\n",
      "DLNEAIADIDAK\n",
      "GAANIVPNSTGAAK\n",
      "PINLPYLITEPQFVACHR\n",
      "SFDVELTSAGDKK\n",
      "YTEKDVLR\n",
      "AVFKDSDKYEVK\n",
      "SNFASAFTPISVTTAK\n",
      "SIVIGADAAGLR\n",
      "KEYHVIAETGIHAR\n",
      "STTNELLYYIPAGQYGK\n",
      "IDPLAVYFEAR\n",
      "TSVVVVGTQWGDEGK\n",
      "SQEFINPSDGVIR\n",
      "FSHGDHQEQGER\n",
      "PEQNYGAQNIQVLEGLDAVR\n",
      "FLNQAAHD\n",
      "SQWITEEQTPHLR\n",
      "DCASSEFYDAER\n",
      "AVQMEYEKDVK\n",
      "MGDKINAR\n",
      "MHDKGPTR\n",
      "FSTDLHSLGQFIQEGTR\n",
      "PGTITPHTK\n",
      "PELPEVETVR\n",
      "PEYWVAVVKPGR\n",
      "ALNIENIVAELK\n",
      "PLDAPVDGVEDAKR\n",
      "AEAKPETKPVAK\n",
      "HELKPAEGSR\n",
      "EVSSLNIGSR\n",
      "PTPVSPWGKPALGYK\n",
      "PLIQSLTEGQLR\n",
      "VLFTGSTVEEAIQK\n",
      "ALPTVAIVGRPNVGK\n",
      "PGFEELSK\n",
      "TPNVTGFVGSHGNR\n",
      "LFAGGENMHGR\n",
      "SMFLDTAK\n",
      "PAEEEATNAVIEK\n",
      "IGFDCASSEFYDKER\n",
      "SVSFENTATNR\n",
      "ETKIFTETLLNALKNPEATIEK\n",
      "VQEAELIELFEGVR\n",
      "AHPIQLPIGAEDDFR\n",
      "PVNIPLNDAEQQK\n",
      "LNKVTFTQEEWRRFLVEYLDAPNDGMTEK\n",
      "TLPTVAIVGRPNVGK\n",
      "TYFTDLQTK\n",
      "GYYDGPNLNEEHSETR\n",
      "VVGSATNQPVGR\n",
      "TLLDVQHVQK\n",
      "SENQQALNHVVSMEDLTVDQVMK\n",
      "KAPSTPWGK\n",
      "AYQDYINCSR\n",
      "SFSFDSASVQGAVIK\n",
      "TSPLLESR\n",
      "SNSDTDNQQIASEGSGVIYK\n",
      "EPTAAALAYGLDKTDKEEK\n",
      "MEIPQNTSMVAADGPEPVYR\n",
      "MIVPAGAPSFK\n",
      "VIGYGSQGHAHAQNLR\n",
      "SESGLKEQITGK\n",
      "GQDPHEYEPLPEDVQK\n",
      "QVSLLTYIAK\n",
      "SEEPSQLNELQEFR\n",
      "VEIPATDEQLDK\n",
      "PLVTTTEMFK\n",
      "AHITFDYSK\n",
      "ISSDSHPFYTGR\n",
      "PLLLPVEDVFSITGR\n",
      "PSILILDEATSMLDPEGR\n",
      "PFYDIYPEK\n",
      "NPYNCPHGR\n",
      "SLKVPAILEAVEATLGR\n",
      "AYIPGIGHNLQEHSVVLLR\n",
      "AITALDIKDK\n",
      "TSDFNPAEDAVAYEELR\n",
      "KVLGKEPTK\n",
      "EERTIYDVIIIGSGPGGMTAALYASRANLK\n",
      "PTLEVEVYTESGAFGR\n",
      "WGVIPVTTDRPSNTDDMFDLAER\n",
      "HTPFFDNYRPQFY\n",
      "ALDLVTPFTK\n",
      "PSAENPQGAIVEK\n",
      "LARMLEKETR\n",
      "IDLGGVDGLVHLTELSHER\n",
      "VLGKEPTK\n",
      "TLTVVNDQHGR\n",
      "VEDWWTEADREAFRARTRALIAQYDAYR\n",
      "TALGGTYEVLTGAAK\n",
      "LNANIVGK\n",
      "KLLTDILHGNGSGGSTNPMLISR\n",
      "ATFTQYVEAK\n",
      "TYDAEGVR\n",
      "SIITDVYAR\n",
      "GNTEEIADIVADKLR\n",
      "TDDMFDLAER\n",
      "GFTEETVR\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "AEQELVIEEAQR\n",
      "SEPLFLQSVMQEK\n",
      "NPESQAAFALAEELGR\n",
      "VMVKDESK\n",
      "FFVAAQYHPEYHSR\n",
      "KGEKLEKENR\n",
      "NVFIGQPAVVGAHGIVR\n",
      "AMPNLNVFR\n",
      "AQMTMIQAITDALAVELKR\n",
      "IPEPERDTDKPLLLPVEDVFSITGR\n",
      "TVIDFTAEVEK\n",
      "IETTTSEFDREK\n",
      "VMVKDENKINK\n",
      "PGQVISVR\n",
      "TVAIDWENLGFAYMK\n",
      "VANVNTINVK\n",
      "VTSDSGIHAR\n",
      "DFHVVAETGIHAR\n",
      "AQAQYAGTGR\n",
      "SSDLVEAGIAAPAVDLTAVLAAAK\n",
      "PEGWVAPVKR\n",
      "PGTGAVLTNIR\n",
      "AHENVIEMR\n",
      "TTEHMEELNDQQIVR\n",
      "PFITDVLAR\n",
      "NIAIAKPEATMDEIR\n",
      "PLSEEAQAEAR\n",
      "AFEIIMPK\n",
      "PADKPSLPESGR\n",
      "HTPFFDNYR\n",
      "LLDKVPSK\n",
      "DSDKYDVKFEK\n",
      "SLTSQLITDVFPDLDK\n",
      "TTFLGNPVTFTGK\n",
      "LNPEICPAIKELGVDYVLDFKGR\n",
      "ANVTLFDQTGK\n",
      "VEMQLNHIHK\n",
      "PVDEIIEKR\n",
      "VEANDDVALKEFDR\n",
      "GMEAHGNSQIVR\n",
      "PINQIVGYVLSGDPAYVPR\n",
      "VIFYQLTELAR\n",
      "TSVVVVGTQWGDEGKGK\n",
      "PITVFFGGK\n",
      "VGVGLAPDAGGIHLLSR\n",
      "ALKPLGDR\n",
      "SIEMTVSEIAEVLGLSR\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "VSGDNGTDAGVITPD\n",
      "PLFGVLPYYK\n",
      "FSHGDHAEQGER\n",
      "VMVKDEGK\n",
      "LLASQGYNPEMGAR\n",
      "AEGSGANASGGSMRPSGK\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "AAIDNIVSHGR\n",
      "PCLNMLNR\n",
      "PNVTGFVGSHGNR\n",
      "SLTSQLITDVFPDLDKVEK\n",
      "SYFENFLNANK\n",
      "STIELNHLTFTYPER\n",
      "AQMTMIQAITDALR\n",
      "LLTDILHGNGSGGSTNPMLISR\n",
      "PVAADLAAK\n",
      "PVVFMDTTTGYK\n",
      "AYGATFLVFSDYLK\n",
      "AVATGTVVAVVPAAGAGKR\n",
      "PTINQLVR\n",
      "RDMWFHKDK\n",
      "TCGYLGNPQAR\n",
      "AYTEEQIETIK\n",
      "TDQAAANGPGAPQSDAAR\n",
      "PGYSEHQTGLAFDLIGTNGELVTEEK\n",
      "SNLYDTANQLER\n",
      "SAVAVLEGTESK\n",
      "REFHVTAETGIHAR\n",
      "EMSYTAQLVR\n",
      "PTNELPQGGIIEK\n",
      "GAEIDDAAISGVK\n",
      "DPPVVAIALPPLNLKYSGKI\n",
      "AINAQEISALIKK\n",
      "PIVDSIVAEK\n",
      "SVGSTIKNVGQGVR\n",
      "GEKGGKAPPAGR\n",
      "EVGKIEAR\n",
      "TEKGEFPGGQVIVY\n",
      "DAAAFTALADAAK\n",
      "AAIDNIVGHGR\n",
      "EFHVVAETGIHAR\n",
      "ALIQLTTEELR\n",
      "YTIHNLAR\n",
      "ALNIEQIIADIK\n",
      "VMTDPIADMLTR\n",
      "GHISFDYSK\n",
      "PVPSHIITPILLR\n",
      "ALLSLQQIHK\n",
      "PITAADIR\n",
      "SGNPTGWVWNLLGR\n",
      "GIEEQLGEIVIAPR\n",
      "SLKDQLKEDMK\n",
      "GAQNVIISMAGDGALLVTPEAAYFAK\n",
      "AVAEAKPAPK\n",
      "AIGVAQPVSVR\n",
      "SITPQEISDK\n",
      "AYTGDQMILDGPHR\n",
      "VLAAPGSINPHTK\n",
      "AILVLGGAGYIGSHMVDR\n",
      "PLDAPVDAVEDAK\n",
      "IIKGEDKR\n",
      "STSEILAHTK\n",
      "TVDLDWENLGFNYSK\n",
      "TLLQLQDVTYR\n",
      "FADLVIWEPAQFGAK\n",
      "PGDDLPVIQGSALK\n",
      "IVTAGHVDHGK\n",
      "SAVGYQPTLATEMGQLQER\n",
      "AIILPDLPYAYDALEPYIDAETMHLHHDK\n",
      "PTFIGKPVTVAEDK\n",
      "DETYVQPEYVLGSSLTEDQK\n",
      "SMVHSGDFKR\n",
      "NVFIGQPAVVGAHGIVRPVN\n",
      "STKPIHVFSEIGK\n",
      "TTIDFTAEVEK\n",
      "AAEELALISGQK\n",
      "STIIDVYAR\n",
      "GYTVAVVGATGAVGAQMIK\n",
      "VEANDDAALKEFDR\n",
      "SNIYDSANELSR\n",
      "PAIDAGSSVSR\n",
      "HSAILLNYYDIHK\n",
      "DLEITSVEVAGQAR\n",
      "TVDLDWENLGFNYR\n",
      "ALEVIMPK\n",
      "GSQGHAHAQNLR\n",
      "PITSLEIKDK\n",
      "PIAGVQDLLAELK\n",
      "AQVQYYGTGR\n",
      "TLVYQSTR\n",
      "PAVETVFTVLHAGGK\n",
      "CGIVGVVGNTNATDILIQGLEK\n",
      "SQSYINVIGAGLAGSEAAYQIAER\n",
      "MALEVIAGCNDGGGRLIPAGPR\n",
      "EAATDVATFAPSNK\n",
      "VGNALPIANIPVGTILHNIELK\n",
      "PVNIPLNDAETQK\n",
      "CTTLLVGK\n",
      "PANSSFGVR\n",
      "VLNALSIDSK\n",
      "PMQVATQSNK\n",
      "TFSFDTAAAQGAVIK\n",
      "AVAQYYGTGR\n",
      "TNSVFQGR\n",
      "PAYASATSEPSR\n",
      "ANIYDVANELSR\n",
      "PTVLNYTK\n",
      "SGINFIGTGVSGGEK\n",
      "SSIVVVGTQWGDEGKGK\n",
      "TAHDILNNPFLNK\n",
      "ANILIAVTGSIASYK\n",
      "EIPAHTNLFCGHGD\n",
      "HEVLEVPASN\n",
      "VYTSLSSK\n",
      "TDISTLNDVQK\n",
      "GIEDKLNQAK\n",
      "MYPQSYIDFFIK\n",
      "AVINFEIFK\n",
      "VFVFPGIEAGNIGYK\n",
      "GRTIGDVERLGAPR\n",
      "ALNIENIIAEIK\n",
      "VIPAVANLELTGDEATGR\n",
      "GIFSGLLGNASK\n",
      "AISSFNIGSR\n",
      "VAISGTGVEGVLTLR\n",
      "WQREGKQYDAMDK\n",
      "VPSGASTGEHEAVELRDGDK\n",
      "GFLEVETPVLHNEAGGAAAR\n",
      "TLLALENVTK\n",
      "VVDKDAEKR\n",
      "AIELLTPFTK\n",
      "ALASGADLVAIGR\n",
      "AFESLTER\n",
      "GFYKDDRTEEK\n",
      "ETAVGDEGGFAPR\n",
      "PSPTGLLHIGNAR\n",
      "AADFGQEVADKVR\n",
      "ASIKAEAK\n",
      "NPENQAAFALAEELGR\n",
      "NAIQESFTDK\n",
      "AANIVPNSTGAAK\n",
      "HAYTGDQMILDGPHR\n",
      "PEPERDTDKPLLLPVEDVFSITGR\n",
      "VVGDFPIELDTVVVGAGPGGYVAAIR\n",
      "VPSLFVESSVDDR\n",
      "PSLPESGR\n",
      "GTDYVVIGHSER\n",
      "SNYAIILAAGK\n",
      "PGVPESFR\n",
      "SEPVTGYIHSTESFGSVDGPGIR\n",
      "SVLEIKDLHVEIEGK\n",
      "CGYVHVGEEAPK\n",
      "SNISTDLQDVEK\n",
      "ATIQWFPGHMSK\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "PFDQLTYEEWER\n",
      "TDYYVIGDVHGK\n",
      "VMVKDENK\n",
      "ESWNIDDVKK\n",
      "PADKPSLPESGTYTFTSR\n",
      "PFITHHNAQNIDMVLR\n",
      "AVIEQVIAR\n",
      "FIGTGVSGGEK\n",
      "RVETRDGPRFR\n",
      "PIDEDTPATFEDGSTTK\n",
      "GYSEGTVPLHTLR\n",
      "TGDQMVLDGPHR\n",
      "TNNLEWTQAILR\n",
      "NEDYGKDFVK\n",
      "PAFVSFDAEK\n",
      "GLFSGLLGNASK\n",
      "PVIYGLALGGSVGVR\n",
      "NIEKDFGK\n",
      "DALKVPSKK\n",
      "TVIDFTAEVEKR\n",
      "PEDYQAEDLAGK\n",
      "PLSNDLDDWRK\n",
      "ESVSVIQGGK\n",
      "AILGVSIAVAR\n",
      "NVFIGQPAVVGAH\n",
      "PVESTPWWR\n",
      "SNQHMEELNDQQIVR\n",
      "KGYIYQGAK\n",
      "PLAEMFGYATVLR\n",
      "YLLGTSFAR\n",
      "TTIDFTAEVEKR\n",
      "GIVRPVNIPLNDAETQK\n",
      "TITMNQAK\n",
      "VNTECQIAFANATR\n",
      "SGFVTIEDLK\n",
      "PIVFAFHPSAQESSAHAAQIVR\n",
      "SDAFADVAK\n",
      "KEEVKDPR\n",
      "YSDADKVEVR\n",
      "EKSYNRGFK\n",
      "QITTDLLHSELINGSSNPMLDAR\n",
      "SELQTMQDALDIVK\n",
      "EQFLENIKDLEVTTVAR\n",
      "VMTDPIADFLTR\n",
      "SSIKDIER\n",
      "AHLTVQIVTPDGLVYDHHASFVSVR\n",
      "SNISLTTLGGVR\n",
      "TKPIILTGDRPTGK\n",
      "PIMLELGGK\n",
      "TPTGSVTELVAVLEK\n",
      "NTVDEYIPEPER\n",
      "VSDKEVDKELAK\n",
      "PGTSPVTCGR\n",
      "PQTGEAISIAASK\n",
      "ERPRRLMGR\n",
      "LTAAITTVLAR\n",
      "SVSFENKETNR\n",
      "KIEIKEPLK\n",
      "STTIIGFPR\n",
      "ALTHGFLDTIPVDDIVR\n",
      "TALSTTEDPTR\n",
      "SQVFSTAADNQPAVDIHVLQGERPM\n",
      "PVNELNMDAFQELNQNPMYNGIAVYNKR\n",
      "VNVSLHTAK\n",
      "PMMDATSWK\n",
      "NNKREEILENVQRIVVK\n",
      "SYGSLFDATQTK\n",
      "AIAGFQALTALSTTEDPTR\n",
      "SNIQNMSLEDIMGER\n",
      "GIGIIIASHGK\n",
      "VFVGAHGNSIR\n",
      "LPLSSRLDEIVHTPAFIK\n",
      "VIVSLHTAK\n",
      "ANANALGMVETK\n",
      "VEFFPVLCGSAFK\n",
      "TKAPAKSAR\n",
      "TIYNNITELIGQTPIVK\n",
      "VLSLRPEGDIEK\n",
      "VATDTTAPAK\n",
      "EYHVIAETGIHAR\n",
      "PALGVGAGNVPAYVEK\n",
      "TISQDQIKPELDR\n",
      "PVEVSAEPGSTVALYDKDGNK\n",
      "VVGGGYAGQAGAIR\n",
      "ASKDFHIVAETGIHAR\n",
      "VPAILEAVEATIGR\n",
      "LTALAALGGAR\n",
      "TSLSTDFTDK\n",
      "MASKDFHIVAETGIHAR\n",
      "MASKDFHVVAETGIHAR\n",
      "FSGADALGPLIQGLAK\n",
      "VALVDHNEVQQSATGVEK\n",
      "PATAFTQLAAK\n",
      "AFNFTLENNHAFLPGAVSR\n",
      "VTGFVGSHGNR\n",
      "AIFKDSDKYDVK\n",
      "PFVAILGGSK\n",
      "MLETMTEKPR\n",
      "AQMTVQVVTPDGLK\n",
      "SHYAYSEEELFDKYR\n",
      "SSIDETVLFK\n",
      "AAQLLIDEAIER\n",
      "STHVTFDYSK\n",
      "PHEYEPLPEDVKK\n",
      "SILINKDTR\n",
      "SLVEEDKLDVAK\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "QQIGLEVEQNGGR\n",
      "PTVATYNQSGVK\n",
      "ALTAGIVGLPNVGK\n",
      "HMTSPHPEGQGAIK\n",
      "PLAEMFGYATTLR\n",
      "DFHIVAETGIHAR\n",
      "SILPLGTIVYLK\n",
      "SLQETIIQQLGVKPVIDAQEEIRR\n",
      "GNAESDAQMQQHASGMK\n",
      "STEHMEELNDQQIVR\n",
      "PSYVIGGR\n",
      "PLVTTTEMFKK\n",
      "HYSDDVVEAF\n",
      "PATMETGLVVNVPDFIEAGQK\n",
      "AAPVAVAAAGAADAGAAK\n",
      "PAPAAAPAPK\n",
      "AAGDVVDVTGTSK\n",
      "AILLPDLPYAYDALEPYIDAETMTLHHDK\n",
      "ADYTEVKDTEGEAVDPGFLGLDIGPK\n",
      "SVNSYIDHTLLK\n",
      "PGLINLDFADVK\n",
      "PVIYAGYGGVK\n",
      "SNQPITDMIETIER\n",
      "PIIHVELVEGR\n",
      "PTIDLQVR\n",
      "TTENIGEIVIAPR\n",
      "PSNMGSSVGISK\n",
      "PATLLVQTASK\n",
      "ALIYDNRPYK\n",
      "TLASQIASDLLDIK\n",
      "PATLLVNTASK\n",
      "IPMDDDVPATFEDGSTTK\n",
      "VLTNPSGANMITGITTTFLTAK\n",
      "SLTFQNPEDSLTDEEVAR\n",
      "ALVNQGIAQELGIIEIPQLHEK\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "SNLSVNAIR\n",
      "WPIIHFSK\n",
      "TDTDPIKR\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "GIHQNSPLIDVAEVR\n",
      "EAVHIATTGR\n",
      "IGFDCASSEFYDAER\n",
      "ASKDFHVVAETGIHAR\n",
      "LLLPVEDVFSITGR\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "AQVTAQLVK\n",
      "PFIHVEMIEGR\n",
      "PAVQIIDESGR\n",
      "TDVQALSSTK\n",
      "REPVGLVLAISPF\n",
      "PATILVQTASK\n",
      "VPAILEAVEATLGR\n",
      "GIVRPVNIPLNDAEQQK\n",
      "EISDDLLQYQGLAR\n",
      "AVQMEYEK\n",
      "PLANVGTIGNR\n",
      "TIYNFSAGPATLPKPVLEK\n",
      "TETNEKVEPKPIDLGEYK\n",
      "IVPNSTGAAK\n",
      "TGDQMILDGPHR\n",
      "LSYRDPKDTHK\n",
      "SIHIAAQQGEIADK\n",
      "SHIIELPEVLANQIAAGEVIERPASVVK\n",
      "AAAELALISGQK\n",
      "GSMGPVAPNR\n",
      "VTAGQAGNVTDR\n",
      "SNANALGMVETK\n",
      "SLDGYLDEISER\n",
      "SDAFTDVAK\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_866ws.csv\n",
      "Retrieving GO terms for sample: 852ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "QTLGTTLK\n",
      "THPTLTVVNDQHGR\n",
      "FASSLDQIGPVTR\n",
      "AEIGVLEGYK\n",
      "ELGNIYGFDISK\n",
      "DLNEAIADIDAK\n",
      "TNLSTDLHDVEK\n",
      "DQSIPENSLK\n",
      "TYHFQNPSDAIVK\n",
      "GAANIVPNSTGAAK\n",
      "LETAVGDEGGFAPR\n",
      "TAAEAEAEKDR\n",
      "PSVKPICEYCK\n",
      "ATFYVPSVNLIGK\n",
      "YVYGIGLPTSK\n",
      "IFPGIEAGNIGYK\n",
      "GLQAFYQIR\n",
      "LVYVLNCSGVK\n",
      "KEYHVIAETGIHAR\n",
      "VGDEGGFAPR\n",
      "FVGHTIAVHDGR\n",
      "IDDIMDEAIDMAMIDK\n",
      "IDPLAVYFEAR\n",
      "MVNHDSMFGTGQYPK\n",
      "TSVVVVGTQWGDEGK\n",
      "PLTEDVVKPDQALFDSLCNGFK\n",
      "LLDQGQAGDNIGVLL\n",
      "AIGVAHPVSILVDTFGTGR\n",
      "SQEFINPSDGVIR\n",
      "INTAGAYPGVGAEER\n",
      "QLFPVLCGSSYK\n",
      "FLNQAAHD\n",
      "SQWITEEQTPHLR\n",
      "SSGLYSTEKR\n",
      "FLFVGPTGVGK\n",
      "AVQMEYEKDVK\n",
      "FWNAHNNVLEEVAK\n",
      "PAIGVGPGNGPAFIEK\n",
      "PAQQEPVR\n",
      "SVVPVADVLQGR\n",
      "FSTDLHSLGQFIQEGTR\n",
      "EVVLFVGR\n",
      "PGTITPHTK\n",
      "VMTDPIADYLTR\n",
      "CGIVGVVGNR\n",
      "PELPEVETVR\n",
      "SEFTFEIEEK\n",
      "GLPSIYPTGVTIYNPEK\n",
      "PEYWVAVVKPGR\n",
      "TDPHVPTGERLQKVLAR\n",
      "TVNLDWENLGFSYMK\n",
      "SLTNEQIIEAIASK\n",
      "ALTALEIKDK\n",
      "SNTYHFIGIK\n",
      "ALNIENIVAELK\n",
      "ALTHGFLDSVPVDDILR\n",
      "TLDRPALLGR\n",
      "PLLEALSEADNVLR\n",
      "PMVDGVSADVETVSSSSK\n",
      "YLDGQGFLEVETPVLHNEAGGAAAR\n",
      "VLSDIEIANSVQMKPIK\n",
      "PLIQSLTEGQLR\n",
      "VLFTGSTVEEAIQK\n",
      "LFSSILSQGGTSNK\n",
      "IAELFSSILSQGGTSNK\n",
      "PGFEELSK\n",
      "STYFVVGDIHGK\n",
      "PCVTYIGPDGAGHYVK\n",
      "VSGIASSQR\n",
      "TNITTSLFQEMVQAASTR\n",
      "LATNSVQEVMDLAGVAHLAALK\n",
      "SMFLDTAK\n",
      "IGFDCASSEFYDKER\n",
      "PSQANPQGGIVTK\n",
      "PALGVGAGNSPAYIER\n",
      "IAEHYISYR\n",
      "VIYPANAFK\n",
      "IFISQSGETADSR\n",
      "SLGALYVVSGPSGAGK\n",
      "AHPIQLPIGAEDDFR\n",
      "ALPTIAIVGRPNVGK\n",
      "TFSFDTAAAQGAIIK\n",
      "PVNIPLNDAEQQK\n",
      "VPSGASTGEHEAVELR\n",
      "PVILEPVFK\n",
      "LLPIAASGADIK\n",
      "SSILSQGGTSNK\n",
      "TLDADGIEDLLQR\n",
      "MFQQEVTITAPNGLHTR\n",
      "VVADLYTAHIALHQVHWYMR\n",
      "HTPFFNNYRPQFYF\n",
      "YASIDAAPEER\n",
      "NTNNLEWTQAILR\n",
      "AAENIVPNSTGAAK\n",
      "AYTEEQIENIK\n",
      "TLLDVQHVQK\n",
      "TEPILQVK\n",
      "AVIRPFLINEEELK\n",
      "TVTGLPDAYSR\n",
      "LHNGGGTGIGK\n",
      "THAAQQPEVLDISGLI\n",
      "KAPSTPWGK\n",
      "LLPIDHLFVNYGFK\n",
      "VEGTEVTLHR\n",
      "IDAPGHADYVK\n",
      "MIVPAGAPSFK\n",
      "EIAAIVPALEQET\n",
      "VVVGDHNGR\n",
      "NYVPGQHGPNN\n",
      "IAILSTSEGLLTDK\n",
      "IDAAPEEKER\n",
      "FPEEYHAPELAGK\n",
      "EIIVATNASPK\n",
      "ILAGGQGTR\n",
      "PLVTTTEMFK\n",
      "ELGHEFGTVTGR\n",
      "MIVPAGAPTFK\n",
      "SMQDPIADMLTR\n",
      "PLLLPVEDVFSITGR\n",
      "VAAVTDATFAEETK\n",
      "LVDKYAEK\n",
      "ADVVTTSVNNGDQLSK\n",
      "PVLINFENTDPHEAAR\n",
      "TAVGLLPIAASGADIK\n",
      "LTGEQTIGVFTGK\n",
      "AALYDHSLSDVVR\n",
      "SEQIFTFPTYDLAQSILGQHNR\n",
      "LTSHNVMPR\n",
      "SQVQSGILPEHCR\n",
      "AIIIGADAAGSK\n",
      "YIADPKWDKPSLFK\n",
      "TNQLIYTGK\n",
      "APVPAGAETVK\n",
      "NNVANSLLVTGAILGVNVH\n",
      "YLDKDQLK\n",
      "HDLADTVHRVDVLGHGLR\n",
      "TDYFVIGDVHGK\n",
      "SISIKPLEDR\n",
      "VFTPGTPTSDIVNFIK\n",
      "VLGKEPTK\n",
      "VGELLSVHVIPR\n",
      "AIEVGNIIDGTVSGITK\n",
      "TIISDVYAR\n",
      "PDKPITAKPAGTR\n",
      "LFVGPTGVGK\n",
      "ANITTSLFQEMVQAGATR\n",
      "SHLAELVASATAAINQASDVAALDNVR\n",
      "IIASSEASSNLQR\n",
      "SAALTALSLFAAYK\n",
      "PEIAALAPK\n",
      "KPGFEAITAAVEER\n",
      "IHAYTGDQMILDGPHR\n",
      "SIFTMGIDVGSTASK\n",
      "VTSHSTCPVLIIK\n",
      "PLINRPVADGIR\n",
      "QANHEVLEVPASNIK\n",
      "TAIDFTAEVEK\n",
      "SIITDVYAR\n",
      "IVYSPLHGVAAR\n",
      "LKPAVEGSGVAAGGAVR\n",
      "GFTEETVR\n",
      "PNGSVDVQYR\n",
      "VIAETGIHAR\n",
      "FVAEVFTGSPGK\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "VGLISVHLFRPF\n",
      "EGLAGDNVGVLLR\n",
      "AGYVVVGTQWGDEGK\n",
      "FVYYLGPTPAK\n",
      "SEPLFLQSVMQEK\n",
      "YTHSNHPGGLK\n",
      "QLDEGLAGDNVGVLL\n",
      "SQALNLNTILAQAGVK\n",
      "PGGQGVEINGK\n",
      "TGDQMILDGPHRK\n",
      "SAEHVLTMLNEHEVK\n",
      "NVFIGQPAVVGAHGIVR\n",
      "GDDIPVIQGSALK\n",
      "AIAQVAAVSSR\n",
      "IISTSEGLLTDK\n",
      "AVGLAACGNR\n",
      "PGQVISVR\n",
      "TLLALENVSK\n",
      "VANVNTINVK\n",
      "DFHVVAETGIHAR\n",
      "LYYIQNDGSR\n",
      "YFSLIDMNSDR\n",
      "VVDATDVPLGR\n",
      "VVIPNITNGYFSTLAK\n",
      "QEPVLGPVR\n",
      "TDAGAAAAQR\n",
      "ITIAEHYISYR\n",
      "HTPFFSGYR\n",
      "TTEHMEELNDQQIVR\n",
      "PFITDVLAR\n",
      "YIAKLASEMSK\n",
      "LLSHYYLGIYNTR\n",
      "CGIVGAIAQR\n",
      "PNVISETIEAVSASR\n",
      "STPEEAVEAYAK\n",
      "PVCAHPQAFFHR\n",
      "SNIYDSANALSR\n",
      "SNVPAELK\n",
      "AQITASLVK\n",
      "IVIFGAGLGK\n",
      "TSEALGMIETK\n",
      "YLYQPYNPSILR\n",
      "KLTEALPGFPIVLH\n",
      "PLSVPQGAIGLFTR\n",
      "ANVTLFDQTGK\n",
      "AVIFSGIQPSGELTLGNYLGALR\n",
      "TTFLGNPVTFTGK\n",
      "VEMQLNHIHK\n",
      "SPPVLAKNK\n",
      "VQQQAVKPSNSR\n",
      "NPINLPYLITEPQFVACH\n",
      "TNTSFSIEQFSLK\n",
      "VIFYQLTELAR\n",
      "IVPNTTGAAK\n",
      "TSVVVVGTQWGDEGKGK\n",
      "PITVFFGGK\n",
      "NVAGALDIYDDVEVGHQVLVDDGK\n",
      "ALAALYDHSLSDVVR\n",
      "YSFEGKPITAK\n",
      "IVPAGAPSFK\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "MKNQKNNIK\n",
      "YAPSPTGLLHIGNA\n",
      "VYTSLTSLDNQDFR\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "HTPFFNNYRPQF\n",
      "VVIPSITNSYFSTLAK\n",
      "PYVGEPGNFTR\n",
      "AAIDNIVSHGR\n",
      "STFYVPAINLIGR\n",
      "KERDGKSSSVAPSPVAISPEK\n",
      "PCLNMLNR\n",
      "SDLSVNAIR\n",
      "VLIFPTLSAGNIGYK\n",
      "TFIIQNFGPNLAR\n",
      "SGGVDSSVTALLLK\n",
      "IIGADFIGDDR\n",
      "KGDFTYNLK\n",
      "PIFSVADLGIVGDLHK\n",
      "NANQANHEVLEVPASN\n",
      "PVDTIGQYDATK\n",
      "SYTVEMLGNVVGSK\n",
      "FVGGIESEVISR\n",
      "PVVFMDTTTGYK\n",
      "SSGLYSTEK\n",
      "VINALAMLASK\n",
      "FIDNDANVAALGER\n",
      "ITASHNPAPFNGYK\n",
      "ATEQFGDIVIAPR\n",
      "LITEPQFVACHR\n",
      "HTPFFSGYRPQ\n",
      "ITMKNIITYIK\n",
      "CAVQWPNVR\n",
      "MNIINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PTINQLVR\n",
      "PVGSASSIVYR\n",
      "TCGYLGNPQAR\n",
      "AYTEEQIETIK\n",
      "SIITDIYAR\n",
      "SSAFTGFVLLNEAK\n",
      "PLIHVELVEGR\n",
      "FQEFMIVPAGAPSFK\n",
      "PGFEELGAELNAR\n",
      "AYLISEEAQDLLK\n",
      "MNIINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "MHNASTMAGMAFAN\n",
      "VHTPVASLAPDVFCVSMNGLSK\n",
      "VIDETGIHAR\n",
      "IIGGGVVGTHAAR\n",
      "FAHVISLSEFAGK\n",
      "VTDRDDVMDLRR\n",
      "LFYGLGADGTVGANK\n",
      "YQDRDNYNWI\n",
      "PTNELPQGGIIEK\n",
      "SLVPVVVEQTNR\n",
      "ATPAVAQAAPVQAAPVQAAPVAR\n",
      "PAIFFDTVR\n",
      "ANLCEVCGK\n",
      "QQEALGMVETK\n",
      "EIGHAHVTALASR\n",
      "ITNSYFSTLAK\n",
      "GEKGGKAPPAGR\n",
      "LFGIPVLGTHAH\n",
      "EFHVVAETGIHAR\n",
      "SLLNVPAGK\n",
      "ALIQLTTEELR\n",
      "ALNIEQIIADIK\n",
      "VNGTAYDVEVNEVK\n",
      "VIPIPTNRPIQ\n",
      "VMTDPIADMLTR\n",
      "YKLKMPQK\n",
      "GLVKQGVR\n",
      "PVWAPVTK\n",
      "IITGIPEPR\n",
      "PIGSFLFVGPTGVGK\n",
      "AVTNVAELNALVER\n",
      "PITAADIR\n",
      "TIIGDEEPITCR\n",
      "MALDYQTDYVEVR\n",
      "SCGKPALGVGAGNVPAYVEK\n",
      "GIEEQLGEIVIAPR\n",
      "LGEHNIDVLEGNEQFIN\n",
      "SLKDQLKEDMK\n",
      "ATHPIFSGNAANNLR\n",
      "IGGAQINPYGDLNSTIIGDDYVKPK\n",
      "FQEFMIVPAGAPTFK\n",
      "DNYFWVNIR\n",
      "VQYGGSVKPENVAEY\n",
      "PGVTLLDHSSDASHNR\n",
      "ILSTSEGLLTDKEAR\n",
      "PLSYGGSQGR\n",
      "SNVQQLPIGVFDSGVGGLSVLK\n",
      "GLSVGIVGLPNVGK\n",
      "AYTGDQMILDGPHR\n",
      "ANPELLEEQREETR\n",
      "ISAQHFGHAVR\n",
      "SITPNDIHNK\n",
      "PTAAAALHASCQPMTAPVSPQAASSTR\n",
      "SVTEQDVR\n",
      "MIPHNTTPK\n",
      "NINLDTDNLEIANNIAK\n",
      "YFGAHTYQR\n",
      "DLAAAARPHLDDPD\n",
      "QTRPAVINALAM\n",
      "STSEILAHTK\n",
      "YTIAVYDGR\n",
      "TLLQLQDVTYR\n",
      "YLEGEEITNDELIA\n",
      "FVDVPGFLPGTNQEWGGIIR\n",
      "PGDDLPVIQGSALK\n",
      "IVTAGHVDHGK\n",
      "AISSFNIGSRPAA\n",
      "PAVDPLASSSR\n",
      "TFDEQVVR\n",
      "GILDEVTGK\n",
      "VGITTDSLAK\n",
      "VCPVCAHPQAF\n",
      "LHNGGGVGIGK\n",
      "VLVLDYDGIDTPK\n",
      "TKEVLNQAVADLYVAHIALHQVH\n",
      "SFEGKPITAK\n",
      "PIEGHKPAAALLR\n",
      "IGPDGAGHYVK\n",
      "LYQAADANDQSGYVSR\n",
      "EEEFGVTAAAPVAVAAAGAADAGAAK\n",
      "AAEELALISGQK\n",
      "TEQFFDKELAAR\n",
      "SNIYDSANELSR\n",
      "PAVQFGGR\n",
      "VNVSIHTAK\n",
      "PAIDAGSSVSR\n",
      "FLGGVAFGTLGLK\n",
      "VIYPANCFK\n",
      "VGLLSVHLFR\n",
      "IHDASYSAPIFVT\n",
      "KHSILMST\n",
      "NLLIMGLPGAGK\n",
      "VGALAAGASFLAPAR\n",
      "YATNIITCFAR\n",
      "PITSLEIKDK\n",
      "FVGAHGNSIR\n",
      "MCVGGVTR\n",
      "PVITLPDGSQR\n",
      "TLVYQSTR\n",
      "PAVETVFTVLHAGGK\n",
      "PGFEDLSK\n",
      "CGIVGVVGNTNATDILIQGLEK\n",
      "IVGAHGIVRPVNIPLNDAETQK\n",
      "AENQYYGTGR\n",
      "LLPVEDVFSITGR\n",
      "MILKCGWMINVLRFIGGK\n",
      "EAATDVATFAPSNK\n",
      "PVGTLIHNIELKPGR\n",
      "CTTLLVGK\n",
      "PVNIPLNDAETQK\n",
      "PIIFPISNPTK\n",
      "PGDPIGSAGPTTSGR\n",
      "FGLEQGLNFIAIS\n",
      "LIWPGLFDYVTR\n",
      "VLNALSIDSK\n",
      "PITVADIKR\n",
      "TFSFDTAAAQGAVIK\n",
      "AVAQYYGTGR\n",
      "PVVVAYPQVSR\n",
      "DSAAAVDAVFASIEEF\n",
      "TQTVYFGTYTR\n",
      "TNSVFQGR\n",
      "PVVIEQTSR\n",
      "TPTGSVTELVVVLEK\n",
      "STLNALGMIETK\n",
      "ANIYDVANELSR\n",
      "LNTVQGDMTK\n",
      "PNSTGAAK\n",
      "SMIADKIEK\n",
      "IIAADYISAPR\n",
      "SQYEFIDKR\n",
      "AGFDEGNRPIGSF\n",
      "TAHDILNNPFLNK\n",
      "GVTAAAPVAVAAAGAADAGAAK\n",
      "NDTEENMPDTTELRIAGR\n",
      "AMAAANGGPHPR\n",
      "SEQITSAK\n",
      "HEVLEVPASN\n",
      "IVEILEYAIEHNK\n",
      "DLDAHLVGEGIAR\n",
      "NAGFEGSIVIDR\n",
      "PYSTLTEFIQHSK\n",
      "VYTSLSSK\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "LLYVSGFDLNLVR\n",
      "FMAKPGQVER\n",
      "IALVHYTDGVK\n",
      "IVNGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "STHPIHVFSEIGK\n",
      "LTDPIADMLTR\n",
      "PVANVSNNNANTASAK\n",
      "IYPAVDPLASSSR\n",
      "FDKEEVKK\n",
      "AVINFEIFK\n",
      "PAISLTPEQLK\n",
      "IVGSALTGALVGLSGIK\n",
      "PAPAPAAAAAPVPAGAETVK\n",
      "IILRPQEISNNPGIA\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "FLPHHLDALLETAR\n",
      "IIPSLCIHQNR\n",
      "DAGYDQVMGVR\n",
      "PIDSHSALER\n",
      "SEPLFLQSVMHEK\n",
      "AISSFNIGSR\n",
      "SSNQIALK\n",
      "PSSILYNGPYILK\n",
      "FSKVGKNGK\n",
      "VAISGTGVEGVLTLR\n",
      "TQTLSQLENSGAFIER\n",
      "ATVNQLVR\n",
      "FHPSAQESSAHAAQIVR\n",
      "AQPARPLRADAAR\n",
      "PLANIPVGTLIHNIELKPGR\n",
      "IGELVSVHVIPR\n",
      "VAVDSLSFTAPK\n",
      "PTLSQLVK\n",
      "AEALFEAGADAIVIDTAHGH\n",
      "GFLEVETPVLHNEAGGAAAR\n",
      "LTYVYGIGLATSK\n",
      "TLLALENVTK\n",
      "IMGEHGDSEFAVWSHANVAGVK\n",
      "AGVINGYPDGTFK\n",
      "PIISIGTK\n",
      "AIELLTPFTK\n",
      "AFESLTER\n",
      "VLAAGIGSR\n",
      "ETAVGDEGGFAPR\n",
      "PQDPYFLSEENKR\n",
      "PVGAPTFK\n",
      "LYQPYNPSILR\n",
      "VLSAGQAQGVGR\n",
      "PADFLSTPEEEK\n",
      "TEYNWNEK\n",
      "IQVSTLDCVGCGSCAH\n",
      "SNALGMIETK\n",
      "ENGCIGVGPAPEK\n",
      "IESGNVTIHPDPEGKR\n",
      "TAVGDEGGFAPR\n",
      "PATYVLAYR\n",
      "IGPQGIVHGTFNTLLNAGR\n",
      "ILSSSLAMDK\n",
      "IAGLVAAGLHPSPVPYADITTTTTHK\n",
      "INFIAISFVR\n",
      "ADLLEIYQELK\n",
      "VMIAMMLAPD\n",
      "LVDFDALYGHR\n",
      "THENVIEMR\n",
      "NAIQESFTDK\n",
      "KLVQLGIYPAVDPLASSS\n",
      "LIGFGNFEVR\n",
      "TVQLADLEESK\n",
      "SGAFTGETSPQVLK\n",
      "FVTNTDYLAR\n",
      "SNEDVIAPAK\n",
      "DVVISGGVPATAR\n",
      "SQTIYFGTYTK\n",
      "ANIAGVNLEEFLK\n",
      "NSEALGMIETK\n",
      "PTFGVDALPEALVK\n",
      "VGNALPLANIPVGTLIHNIELK\n",
      "APGHADYVK\n",
      "FTLTSTLYDIDVPGYK\n",
      "SNYAIILAAGK\n",
      "PGVPESFR\n",
      "VVFTGASVEEAIQEGLR\n",
      "STLLSVITAAK\n",
      "FQEFMILPVGAPTFK\n",
      "VILTDGSLGMK\n",
      "CGYVHVGEEAPK\n",
      "TTIAILSEK\n",
      "ATIQWFPGHMSK\n",
      "SNISTDLQDVEK\n",
      "AINPFDQPGVEAYKR\n",
      "SQAQYAGTGR\n",
      "PITSLEIK\n",
      "TDYYVIGDVHGK\n",
      "TTLDSIVSLFATK\n",
      "VVTRPFGFEGSK\n",
      "ACASLASENK\n",
      "PFITHHNAQNIDMVLR\n",
      "AVIEQVIAR\n",
      "FVHIADGQINVR\n",
      "AITSLEIKDK\n",
      "SVIEINHPLIEHK\n",
      "IVNFVDVPGFLPGTNQEWGGIIR\n",
      "AIISDTVLFR\n",
      "TNNLEWTQAILR\n",
      "GQVLAKPGSINPH\n",
      "STSEALGMIETK\n",
      "PAPSMLAAVIK\n",
      "AQIAANLQR\n",
      "PAFVSFDAEK\n",
      "SIRPLHDR\n",
      "SWSFDNTKPIYLQIMEK\n",
      "AHNNVLEEVAK\n",
      "LYTNEEPLVQR\n",
      "FFPVVCGSAFK\n",
      "PVNSPNIDR\n",
      "AILGVSIAVAR\n",
      "PLLDSFTVDHTR\n",
      "NVFIGQPAVVGAH\n",
      "YWNTGFTSR\n",
      "SEQLHSINEVLQDLK\n",
      "YLLGTSFAR\n",
      "TSLGFGLGTNR\n",
      "PQFYSAEEAEELVR\n",
      "WLPNGATIR\n",
      "GIVRPVNIPLNDAETQK\n",
      "LFAAGLALGTVGLK\n",
      "VSMYEYAR\n",
      "FLMEQNAATAHAR\n",
      "SGFVTIEDLK\n",
      "ASNVGISANVEK\n",
      "ASAEQYSYPAPQAATPAYQTSYATSAPR\n",
      "LSTSEGLLTDKEAR\n",
      "IGSFLFVGPTGVGK\n",
      "LIADGDEADGVR\n",
      "IVNGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "IGSGTSLDSAR\n",
      "TLEGGVSVPAEEKK\n",
      "DGSAFFQGVAFK\n",
      "PIGPFYSEEEAK\n",
      "IVVDPAGTPLTK\n",
      "LGAGDAELAAFTTAR\n",
      "VMTDPIADFLTR\n",
      "TDLTASSLR\n",
      "AHLTVQIVTPDGLVYDHHASFVSVR\n",
      "SNISLTTLGGVR\n",
      "TTSGILFPINADFLASQGSSFGSAK\n",
      "AGTVNQELGLLFQGPNYVIVK\n",
      "TKPIILTGDRPTGK\n",
      "YAVANIPGAVAR\n",
      "YIANSGYTNVCR\n",
      "PTLEVEVYTESGAHGR\n",
      "EEFGVTAAAPVAVAAAGAADAGAAK\n",
      "IVGIPNVGK\n",
      "RESYADSNLGSSK\n",
      "YITIAEHYISYR\n",
      "KAETTIPPLYS\n",
      "VSDKEVDKELAK\n",
      "KPGSINPHTK\n",
      "PGTSPVTCGR\n",
      "PSSILYNGPYLLK\n",
      "MVVTMRSNDAYK\n",
      "VMVTSHLGR\n",
      "LPGLAALTEK\n",
      "LIQLTTEELR\n",
      "AITAITSVQEFDEK\n",
      "LTAAITTVLAR\n",
      "MVDYLANNAYDPHYGAR\n",
      "HTPFFDNYRPQ\n",
      "LSDVLATILIR\n",
      "SVSFENKETNR\n",
      "GFLEVETPLMHPILGGAAAK\n",
      "STTIIGFPR\n",
      "VIPIPTNRPIA\n",
      "RYNRLLFK\n",
      "IVGSNYEQSYNRK\n",
      "ATITAALVK\n",
      "VNVSLHTAK\n",
      "TTDALVPITPAIIDAVQGGEEKAEEK\n",
      "SYGSLFDATQTK\n",
      "AIAGFQALTALSTTEDPTR\n",
      "SFSDLMLFALSSNQELAQR\n",
      "VVIPDKFYELAR\n",
      "AILLPYVIR\n",
      "YTHSMYPGGLK\n",
      "IAPEAQDGGPIAYLR\n",
      "SYFSENEIAAAMTVK\n",
      "FIFLGPTGVGK\n",
      "VFVGAHGNSIR\n",
      "VAAVGLAACGNR\n",
      "FVGVGLAPDAGGLYLLTR\n",
      "PIIFPLSNPTK\n",
      "ANANALGMVETK\n",
      "SYEVVARPLR\n",
      "TIYNNITELIGQTPIVK\n",
      "ATIRPILATEAEVAAAPEHFDTIPALGAK\n",
      "EYHVIAETGIHAR\n",
      "FDTVAQELAAGGK\n",
      "PALGVGAGNVPAYVEK\n",
      "TDEILLESR\n",
      "TISQDQIKPELDR\n",
      "APQGTFDTSEINITGQASR\n",
      "STLLSVITSAK\n",
      "TLLGASGQR\n",
      "MEEKLFNK\n",
      "TNYAIILAAGK\n",
      "VTAIYDAAAVAR\n",
      "AFHPSAQESSAHAAQIVR\n",
      "TQHLTAEALR\n",
      "AHTSLGTWPILK\n",
      "AELELVCVPTR\n",
      "TIQHQILQK\n",
      "TTIDVDLCSIQEAR\n",
      "FSGADALGPLIQGLAK\n",
      "ELFKDEVR\n",
      "FGVTAAAPVAVAAAGAADAGAAK\n",
      "IINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "PATAFTQLAAK\n",
      "FANTVDTLSAIK\n",
      "PATLLVQAASK\n",
      "VTGFVGSHGNR\n",
      "SEHILIIEDDLDIANIER\n",
      "ATEQLGEIVIAPR\n",
      "AITGIFFGSDTGNTENIAK\n",
      "VGELISVHVIPR\n",
      "MLETMTEKPR\n",
      "PFVAILGGSK\n",
      "SSIDETVLFK\n",
      "PVEPLVTGQR\n",
      "LVAANPVDVLTYSTWK\n",
      "YVNEPSEFSKDEVEELAR\n",
      "LTYVYGIGLPTSK\n",
      "RNYVPGQHGPNN\n",
      "PGSIKPHTK\n",
      "ASFGNVHGVYKPGNVVLTPTILR\n",
      "YSDKVVTK\n",
      "SVSDSLGGTSQK\n",
      "GFFDFLKPR\n",
      "VLATAPVVLPMAVDEPMAR\n",
      "VFIFPGIEAGNIGYK\n",
      "PHEYEPLPEDVKK\n",
      "SFYSEQDIAAAMTVK\n",
      "SLVEEDKLDVAK\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "NSVSGVAHFAAENEDDCIAQIR\n",
      "VAGDLQGVTAK\n",
      "PTVATYNQSGVK\n",
      "ILIFPDLQAANIGYK\n",
      "VIGFGTFEVR\n",
      "ALTAGIVGLPNVGK\n",
      "LVGDDFFVTNTDYLAR\n",
      "SFELPALPYAK\n",
      "DFHIVAETGIHAR\n",
      "LLAFVAGDLQGVTAK\n",
      "SLQETIIQQLGVKPVIDAQEEIRR\n",
      "STEHMEELNDQQIVR\n",
      "SDSPIQYR\n",
      "SDNPVLLAEER\n",
      "PAVEGSGVAAGGAVR\n",
      "LIAGNIATAEGAR\n",
      "YVPGQHGPNNR\n",
      "AAPVAVAAAGAADAGAAK\n",
      "PGSIHPHTNFK\n",
      "AGHDVQYGK\n",
      "AASMGTIIASSGAK\n",
      "PAYQHISSSR\n",
      "LTPAGVHSLVGK\n",
      "ADYTEVKDTEGEAVDPGFLGLDIGPK\n",
      "LGPTPAKPGDPIGSAGPTTSGR\n",
      "LYSYLGGFNTK\n",
      "VTHFPCLNCTK\n",
      "VVVSLTYVYGIGIPTSK\n",
      "AVITAALVK\n",
      "FIVESGTPGFSIGK\n",
      "HTPFFSGYRPQF\n",
      "IFPHFIENK\n",
      "PIIHVELVEGR\n",
      "KQLDEGLAGDNVGVLL\n",
      "PSNMGSSVGISK\n",
      "AETQPNTNIAVVTTTEQTK\n",
      "NEPNTFGWVVEID\n",
      "PATLLVQTASK\n",
      "PVNIYEVHAGSWK\n",
      "ALIYDNRPYK\n",
      "SNINDTLKR\n",
      "PIEGHKPAAAILR\n",
      "PSTDATLTAR\n",
      "LGIYPAVDPLASSSR\n",
      "LILAGGQGTR\n",
      "FVNHGHILVDGK\n",
      "AITALEIKDK\n",
      "IIIAYSPCINHGIK\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "GFLDSVPVDDILR\n",
      "YNHSGFPGGIR\n",
      "SQEFINPSDGVVR\n",
      "SNLSVNAIR\n",
      "AVGGFNTNNLEWTQAILR\n",
      "LTGAIMTMPGLPK\n",
      "MVSNGAQLIIDEAIEK\n",
      "TDKPLLLPVEDVFSITGR\n",
      "FYNFGNLGSSK\n",
      "ASATFDDPLLLPNPAK\n",
      "VGLISVHLYRPF\n",
      "MNEIEIWLESR\n",
      "NTDDTVTIYDVAR\n",
      "LLSANGYDPVYGAR\n",
      "LNQFDAGVLTGK\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPSFK\n",
      "MNPDALENGARDSIRR\n",
      "MIDTNVDPDLITYPIPANDDAIR\n",
      "ALLDFFLSR\n",
      "HGVLHYAVANIPGAVA\n",
      "EVVKMVLQD\n",
      "SILVCGGAGYIGSHVVK\n",
      "SIVLGADAAGLR\n",
      "LLLPVEDVFSITGR\n",
      "AQVTAQLVK\n",
      "PIVSYNWK\n",
      "SHPDEVEAPEGITF\n",
      "NVTDPIADMLTR\n",
      "PAGNQADIVK\n",
      "IIGEPSEFDQEEVEQLAK\n",
      "SNIYDTANQLER\n",
      "FMAINPEFFGDPAEIKK\n",
      "IFVDHGLLR\n",
      "FIGYTIAVYDGR\n",
      "SDLLITHVDVLTDEGVLK\n",
      "MQLHDVLIR\n",
      "PATILVQTASK\n",
      "GIVRPVNIPLNDAEQQK\n",
      "AVQMEYEK\n",
      "TYQENYQK\n",
      "GLFSGLLGNASQK\n",
      "AAGAETQPVPQPQPTPQVTSPR\n",
      "IVPNSTGAAK\n",
      "AAQMASEAAAK\n",
      "KDSAAAVDAVFAAVTEY\n",
      "IGYPDELPER\n",
      "IINATALAHEIGLGQR\n",
      "TGDQMILDGPHR\n",
      "HIVIATGAK\n",
      "PATILVQAASK\n",
      "SIHIAAQQGEIADK\n",
      "TEKPLLLPVEDVFSITGR\n",
      "SNANALGMVETK\n",
      "LFDIPVLGTHAH\n",
      "IILLEPTLQEAISR\n",
      "PLGGATEVLGGHK\n",
      "ADNSNVDIVFLKPSK\n",
      "FINKPETGAVELESPFILLADKK\n",
      "SDAFTDVAK\n",
      "TVESTGFK\n",
      "GLLDDVTGK\n",
      "AVANIPGAVAR\n",
      "SELLFNELPRPTFR\n",
      "TNPLLTPFELPPFSK\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_852ws.csv\n",
      "Retrieving GO terms for sample: 734ws\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "PILEMIEAYMQQLEEIRSSIK\n",
      "ANELEALIR\n",
      "AEIGVLEGYK\n",
      "TNLSTDLHDVEK\n",
      "NIRLDFINNHVKYASKCAIIGSHVDK\n",
      "TYHFQNPSDAIVK\n",
      "GAANIVPNSTGAAK\n",
      "PADLIEPELAGYTEDLNSK\n",
      "DITNQLYKVIIFHR\n",
      "DFVPPYGHGASLYIRPY\n",
      "ANPVDVLTYSTWK\n",
      "ATFYVPSVNLIGK\n",
      "AAQEAVTNANLDVEAIDKDR\n",
      "IFPGIEAGNIGYK\n",
      "SIVIGADAAGLR\n",
      "IDPLAVYFEAR\n",
      "LCFAMLAVFLVPQLAGAAK\n",
      "TSVVVVGTQWGDEGK\n",
      "SQEFINPSDGVIR\n",
      "SQWITEEQTPHLR\n",
      "AVQMEYEKDVK\n",
      "AKPGLDGHDR\n",
      "SIVSQAGDSFK\n",
      "AEENYGAQNIQVLEGLDAVR\n",
      "PELPEVETVR\n",
      "PEYWVAVVKPGR\n",
      "TQHLTAEALRK\n",
      "VIPHVVFGGK\n",
      "TVAASPILVVEATATD\n",
      "ALTALEIKDK\n",
      "SNTYHFIGIK\n",
      "ALNIENIVAELK\n",
      "ALTHGFLDSVPVDDILR\n",
      "PSTDAAEVLGNISR\n",
      "SQMNVQIVTPDGLVYDHHAAFVSVK\n",
      "YLDGQGFLEVETPVLHNEAGGAAAR\n",
      "VLSDIEIANSVQMKPIK\n",
      "SVTGEEVTAEDLGGAMAH\n",
      "IYFINSEEPSQLNELQEFR\n",
      "MMTEIKDFR\n",
      "PLIQSLTEGQLR\n",
      "ANPTFGEK\n",
      "APPTIDLQATEISSEPSKAEGAEEAAK\n",
      "VLFTGSTVEEAIQK\n",
      "TQETIYQK\n",
      "SNELKPLHFDADYTMEEALAEAK\n",
      "IAELFSSILSQGGTSNK\n",
      "STYFVVGDIHGK\n",
      "VSGIASSQR\n",
      "PCTTCHGTGHEK\n",
      "TNITTSLFQEMVQAASTR\n",
      "PSQANPQGGIVTK\n",
      "ASTTTSTSTTTVTNTDTPTSTSTR\n",
      "SIGIIIASHGEFAAGIHQSGSMIFGEQEK\n",
      "SVSFENTATNR\n",
      "LAGDGSYTLEDR\n",
      "ELRDKIGLVLQD\n",
      "LAAGPDKPAFVTVGDSVK\n",
      "PIITDVYAR\n",
      "YLGPTPAKPGDPIGSAGPTTSGR\n",
      "AATDVATFAPSNK\n",
      "QGINFIAISFVR\n",
      "AHPIQLPIGAEDDFR\n",
      "ALPTIAIVGRPNVGK\n",
      "TFSFDTAAAQGAIIK\n",
      "PVNIPLNDAEQQK\n",
      "VPSGASTGEHEAVELR\n",
      "NLFKDEVR\n",
      "PVIHQSPK\n",
      "QMMINDKYAKASITSK\n",
      "HTPFFNNYRPQFYF\n",
      "AAENIVPNSTGAAK\n",
      "VVGSATNQPVGR\n",
      "TEIQKPYDLK\n",
      "THAAQQPEVLDISGLI\n",
      "KAPSTPWGK\n",
      "PLELDGVENYENIHYHVSNIQQYAGK\n",
      "AYQDYINCSR\n",
      "VEGTEVTLHR\n",
      "ANQEQIIEAIK\n",
      "VAGPLPAPSGPGK\n",
      "IDAPGHADYVK\n",
      "SGYNPYENMLNTLDVAAEK\n",
      "MMHASTSPFYPLFAALDVNAK\n",
      "THIQLDFSK\n",
      "ALELLTPFTK\n",
      "AAQYSDCADADLVVITAGAPQKPGETR\n",
      "PAAWIAEQAGFK\n",
      "NYVPGQHGPNN\n",
      "VIGYGSQGHAHAQNLR\n",
      "PVCAHPQAFFQR\n",
      "TYADCADADLVVITAGAPQKPGETR\n",
      "SLTSQLITETFPDLDKVER\n",
      "DPVMLAHLLK\n",
      "PLVTTTEMFK\n",
      "ALEQDLVPIVVVNKIDKPSAR\n",
      "SEETIDYGQVTGMVHSTESFGAVDGPGIR\n",
      "MIVPAGAPTFK\n",
      "SLDATLDEVSER\n",
      "VAAVTDATFAEETK\n",
      "SNHLAPFHFDIVGSFLRPAELK\n",
      "YPLVSAISR\n",
      "SVTGEEVTAEDLGGAMAHNSVSGVAH\n",
      "KITVLGYGSQGHAH\n",
      "PTLEVEVYTESGAFGR\n",
      "THVINLDGEHLTLEDVIAVAR\n",
      "AVTEYLAAGEK\n",
      "YYLKEDGK\n",
      "CGESLETYEAGK\n",
      "CVSPLDPENEEQR\n",
      "KPGFEAITEAVEER\n",
      "TNQLIYTGK\n",
      "NNVANSLLVTGAILGVNVH\n",
      "LDKLDKEAK\n",
      "IDLGGVDGLVHLTELSHER\n",
      "DYWKDEFK\n",
      "VLGKEPTK\n",
      "TLTVVNDQHGR\n",
      "ANITTSLFQEMVQAGATR\n",
      "VGAHGNSIR\n",
      "SQFDLNQLSK\n",
      "KPGFEAITAAVEER\n",
      "FDTVAEELAAGGK\n",
      "QLDLSNLLFK\n",
      "TGVINLFEGTDGYENGGQTR\n",
      "IFPSFIGYTIAVYDGRK\n",
      "TAIDFTAEVEK\n",
      "SIITDVYAR\n",
      "LKPAVEGSGVAAGGAVR\n",
      "GFTEETVR\n",
      "STIADIAVATNAGQIK\n",
      "PAPAPAPAAAAAPVPAGAETVK\n",
      "EGLAGDNVGVLLR\n",
      "PYSTLTEFLQHSEIEEEEGEFR\n",
      "TTNTVTLQTAHIVSLGDIEEAK\n",
      "QDPEWALR\n",
      "SEPLFLQSVMQEK\n",
      "FVYYLGPTPAK\n",
      "SQEVLHRPLNVAVLTVSDTR\n",
      "TVSLDWENLGFSYMK\n",
      "EESNSDTDNQQIASEGSGVIYKK\n",
      "NVFIGQPAVVGAHGIVR\n",
      "IIAVFPDVENNQLYAVVSTASK\n",
      "TLCDVENPSTEIEFAGEK\n",
      "ILFSHLGR\n",
      "ATTCGLTEFVGTSK\n",
      "TQLPTEFPDFGLTPEQR\n",
      "PSFVGHTIAVHDGRK\n",
      "AVGLAACGNR\n",
      "HALDASILGDAGQAAQ\n",
      "MEQNSYVIIDETGIHAR\n",
      "PGQVISVR\n",
      "TLLALENVSK\n",
      "VANVNTINVK\n",
      "EANEAEYDKKK\n",
      "DFHVVAETGIHAR\n",
      "DYHITAETGIHAR\n",
      "YGLDLTVVNPVVD\n",
      "PGTGAVLTNIR\n",
      "TADLLLTHFNQVFCPNDLGHPLFGAEMK\n",
      "FVARRIMIAASEDIGLAD\n",
      "TTEHMEELNDQQIVR\n",
      "AIYENITELIGNTPIVK\n",
      "PFITDVLAR\n",
      "VDLDLVENAKMTMIK\n",
      "STPEEAVEAYAK\n",
      "STNLEVGIVGLPNVGK\n",
      "IVIFGAGLGK\n",
      "ANQQTLEELYAIIK\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "AFGDNGKR\n",
      "IVELMLDEVNQTLAK\n",
      "RVAGKGYAVINR\n",
      "VEANDDVALKEFDR\n",
      "GLGIAIISTSEGLLTDKEAR\n",
      "TNTSFSIEQFSLK\n",
      "VIFYQLTELAR\n",
      "EAGLGLEEISR\n",
      "TSVVVVGTQWGDEGKGK\n",
      "ISQMSAVWDPAK\n",
      "GTDATMLSGESANGK\n",
      "AVMNIEYYSK\n",
      "IIARPYVGEPGNFT\n",
      "STLTEFLQHSEIEEEEGEFR\n",
      "PLFGVLPYYK\n",
      "LLASQGYNPEMGAR\n",
      "VEANDAVALNEFDR\n",
      "TNHIVLFEPQIPQNTGNIAR\n",
      "IINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "HTPFFNNYRPQF\n",
      "PYVGEPGNFTR\n",
      "STFYVPAINLIGR\n",
      "EDHPTQVLADFLTAK\n",
      "SLTSQLITDVFPDLDKVEK\n",
      "AEVQTGYTPDMNATATADTATTDDTTTK\n",
      "TSVMFDGSHLPVEENLEK\n",
      "VLADQEPLLFVPALEVER\n",
      "ADVGFVVD\n",
      "SNIYDLANELNR\n",
      "LLTDILHGNGSGGSTNPMLISR\n",
      "GQVSLHGK\n",
      "PNYAIILAAGK\n",
      "PIYNSDDGIGLR\n",
      "SLVSESHAEELVR\n",
      "TTAAIDLGAHPEYLGANDIQLGKK\n",
      "PVDTIGQYDATK\n",
      "PVVFMDTTTGYK\n",
      "AYGATFLVFSDYLK\n",
      "ALAWSSAGALGFK\n",
      "ALSSLTVSPR\n",
      "ATEQFGDIVIAPR\n",
      "EESNLRPK\n",
      "MNIINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "IVNVEANDDVALKEFDR\n",
      "PTINQLVR\n",
      "PVGSASSIVYR\n",
      "YEANEAEYDKKK\n",
      "TLTTISKEEFTSFANTVSHR\n",
      "KVILVGDGAVGSSYAF\n",
      "LLANYVCR\n",
      "AYTEEQIETIK\n",
      "PLIHVELVEGR\n",
      "PGYSEHQTGLAFDLIGTNGELVTEEK\n",
      "PGFEELGAELNAR\n",
      "PITVRPGAVLPPTDFEHVR\n",
      "MNIINGGSHSDAPIAFQEFMIVPAGAPTFK\n",
      "VIDETGIHAR\n",
      "SAVAVLEGTESK\n",
      "HYAHIDAPGHA\n",
      "ETEDHDLR\n",
      "PTNELPQGGIIEK\n",
      "QDDLLLITADHGND\n",
      "SHANIAGVNLEEFLK\n",
      "EVTVEITNESGLHAR\n",
      "ANLCEVCGK\n",
      "SIFWPLNEDFEK\n",
      "GMIAELFSSILSQGGTSNK\n",
      "SYEYETIADIIR\n",
      "AEPNLESLIR\n",
      "NAADWTTIAPGPHDIR\n",
      "EVGKIEAR\n",
      "LFGIPVLGTHAH\n",
      "ADESKFEQAK\n",
      "VQSAMVYTISPVHTTESFLK\n",
      "RSTIFPSFIGYTIA\n",
      "YTIHNLAR\n",
      "ALNIEQIIADIK\n",
      "AVGYTSYPDNVVR\n",
      "VMTDPIADMLTR\n",
      "HPFFTGQQR\n",
      "APSTPWGK\n",
      "ADITVVNDTGELYNVINQK\n",
      "ANIYDLANELSR\n",
      "VTNISMADFYEK\n",
      "SNTNELTVDVR\n",
      "PVPSHIITPILLR\n",
      "SFNSIDELMKDLRS\n",
      "PNDHPHGGGEGK\n",
      "AAGFQEELNHEEVVEVTER\n",
      "PITAADIR\n",
      "VGFINVHLFR\n",
      "IAAMKPTVLSYK\n",
      "MALDYQTDYVEVR\n",
      "GIEEQLGEIVIAPR\n",
      "LGEHNIDVLEGNEQFIN\n",
      "SLKDQLKEDMK\n",
      "TYQDNFQK\n",
      "ENGYFVDVSLGID\n",
      "SADILLTHFNQLFCPNDLGHPLYGK\n",
      "ITVLGYGSQGHAH\n",
      "HVINGASK\n",
      "FVGHTIAVHDGRK\n",
      "PDPLYNSQLVTR\n",
      "HASTSPFYPLFAALDVNAK\n",
      "SMMNKPVGIIGTGSFLPDNVVTNFDLEK\n",
      "AFETSVSLK\n",
      "VQYGGSVKPENVAEY\n",
      "IEEEFGVTAAAPVAVAAAGAADAGAAK\n",
      "IGGGDSAAAAINLGR\n",
      "GLSVGIVGLPNVGK\n",
      "AYTGDQMILDGPHR\n",
      "LVLTDGALGMK\n",
      "EQTLVLIKPDAVR\n",
      "VAANPVDVLTYSTWK\n",
      "LYDVQPLLLIEK\n",
      "TLLQLQDVTYR\n",
      "PATMLVQTASK\n",
      "YLEGEEITNDELIA\n",
      "AGFEVIYTGLR\n",
      "YVPIVVEQGER\n",
      "IVTAGHVDHGK\n",
      "PAVDPLASSSR\n",
      "ATSMVIGTQWGDEGKGK\n",
      "AIILPDLPYAYDALEPYIDAETMHLHHDK\n",
      "DETYVQPEYVLGSSLTEDQK\n",
      "ALLTPGDIILYDR\n",
      "YLDGHDFLEVETPVLHNEAGGAAAK\n",
      "VMDVMAAAAR\n",
      "VCPVCAHPQAF\n",
      "TKEVLNQAVADLYVAHIALHQVH\n",
      "EFHIVVETGIHAR\n",
      "STKPIHVFSEIGK\n",
      "EEEFGVTAAAPVAVAAAGAADAGAAK\n",
      "FVVKDHAK\n",
      "TEQFFDKELAAR\n",
      "SNIYDSANELSR\n",
      "PAVQFGGR\n",
      "EGAGNPEAISHR\n",
      "VNVSIHTAK\n",
      "PAIDAGSSVSR\n",
      "VELNLNHIYK\n",
      "AATDAGAAAAENVGELISVHVIPRPH\n",
      "PVSILVDTFGTAK\n",
      "PFVTWDVIR\n",
      "IHDASYSAPIFVT\n",
      "DLEITSVEVAGQAR\n",
      "NLLIMGLPGAGK\n",
      "SLGIETMGGVFTK\n",
      "YATNIITCFAR\n",
      "AAEQLGEIVIAPR\n",
      "IIMASTKPGDIVLD\n",
      "PITSLEIKDK\n",
      "FVGAHGNSIR\n",
      "TLVYQSTR\n",
      "PAVETVFTVLHAGGK\n",
      "NIVPNSTGAAK\n",
      "PGFEDLSK\n",
      "CGIVGVVGNTNATDILIQGLEK\n",
      "SYLAGDGSYTLEDR\n",
      "SQSYINVIGAGLAGSEAAYQIAER\n",
      "AVNLYDYANQLEQALR\n",
      "IEEEFGVTAAAPVAVAAAGGAEGGAAK\n",
      "EAATDVATFAPSNK\n",
      "AIAEAAAAGALDD\n",
      "PVGTLIHNIELKPGR\n",
      "PVNIPLNDAETQK\n",
      "VGIVISTHVIPR\n",
      "PGDPIGSAGPTTSGR\n",
      "PLQTQSISPSR\n",
      "VLNALSIDSK\n",
      "DFILGTHVHSDHIGGADEILNR\n",
      "TFSFDTAAAQGAVIK\n",
      "ANINENYLNLQGSYLFANIAK\n",
      "AVAQYYGTGR\n",
      "TQTVYFGTYTR\n",
      "TNSVFQGR\n",
      "SLDDSVIPDAENLK\n",
      "TAHVEYETAKR\n",
      "MAINPEFFGDPAEIKK\n",
      "IFPDLQAANIGYK\n",
      "EIPFPVDIVDVYR\n",
      "ITDETVDFIR\n",
      "SSMTEFLEHSNIEER\n",
      "AAAPVAAAAAGAADAGAAK\n",
      "TAHDILNNPFLNK\n",
      "ANILIAVTGSIASYK\n",
      "LTDAPSSTDDMFEIAER\n",
      "DLDAHLVGEGIAR\n",
      "HPGLNSGFMITQY\n",
      "PYSTLTEFIQHSK\n",
      "TDSPIQYR\n",
      "VYTSLSSK\n",
      "PFQAAFKSR\n",
      "IALVHYTDGVK\n",
      "STHPIHVFSEIGK\n",
      "HTIIDDEEPITCR\n",
      "TAHVEYETAK\n",
      "AVINFEIFK\n",
      "AEFTFEIEEHLLTLSENEK\n",
      "IILRPQEISNNPGIA\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "PGEGVVTGYGTIDGR\n",
      "FLIQVTDDMNSIGR\n",
      "DEKRMVVLLPDDAHDAWLDAD\n",
      "VFAAVTEYLAAGEK\n",
      "GCGSSSSDCNSCPSK\n",
      "SNICHGFMAINPEFFGD\n",
      "VGEVVSTHVIPR\n",
      "PTAEAEEIK\n",
      "VAISGTGVEGVLTLR\n",
      "NTNPELLNGLVYGPEGK\n",
      "MDSLDGYLDEISER\n",
      "NHEQALLEALK\n",
      "DYVSPLLESR\n",
      "GGGVIPDADIPGLKK\n",
      "LFLGGVAFGTLGLK\n",
      "VCPVCAHPQA\n",
      "VCNMLQKLK\n",
      "AIELLTPFTK\n",
      "ALASGADLVAIGR\n",
      "AFESLTER\n",
      "VLAAGIGSR\n",
      "ETAVGDEGGFAPR\n",
      "AEKGEFPGGQVIVY\n",
      "PSHLINMNDIIR\n",
      "VLAGQTEFVK\n",
      "LVDFDALYGHR\n",
      "NAIQESFTDK\n",
      "LIGFGNFEVR\n",
      "SQTIYFGTYTK\n",
      "VPSLFVESSVDDR\n",
      "ANIAGVNLEEFLK\n",
      "TAINFTAEVEKR\n",
      "FDGTVIER\n",
      "SNYAIILAAGK\n",
      "VAEYYGCHILR\n",
      "PGVPESFR\n",
      "VVFTGASVEEAIQEGLR\n",
      "PLTEDVVKPDQALFDSLCNQFK\n",
      "SNISTDLQDVEK\n",
      "ATIQWFPGHMSK\n",
      "QQPSNFAR\n",
      "YEILYIIRPN\n",
      "EAAVAAAVEALK\n",
      "AITAITSVEQFDELVLGSK\n",
      "SQAQYAGTGR\n",
      "HGDHAEQGER\n",
      "PITSLEIK\n",
      "PFITHHNAQNIDMVLR\n",
      "AVIEQVIAR\n",
      "VAVAAAGAADAGAAK\n",
      "QLPTPPAVPTVHF\n",
      "IGFDCASSEFYDEER\n",
      "SQIIELPEVLANQIAAGEVIERPASVVK\n",
      "FNITVNGTAYDVEVNEVK\n",
      "AFALVNQGIAQELGIIEIPQLHEK\n",
      "AITSLEIKDK\n",
      "PILATEAEVAAAPEHFDTIPALGAK\n",
      "GQVLAKPGSINPH\n",
      "SSLKDIER\n",
      "PAFVSFDAEK\n",
      "VVGQTAAYVR\n",
      "SWSFDNTKPIYLQIMEK\n",
      "PYLEEAGR\n",
      "THEYVIEMR\n",
      "PIEPEDLDCNHPIATTVTEVDPDDPDWVEK\n",
      "DLHPDMIITVEGNTITVAR\n",
      "DLHPDMNITVEGNTITVAR\n",
      "AILGVSIAVAR\n",
      "NVFIGQPAVVGAH\n",
      "PLAEMFGYATVLR\n",
      "YLLGTSFAR\n",
      "PQFYSAEEAEELVR\n",
      "ITAGAAGPLHLEMTLTR\n",
      "GIVRPVNIPLNDAETQK\n",
      "VSMYEYAR\n",
      "AAAVFVHGLLGIQPF\n",
      "EVIQDGMFDLIDAGK\n",
      "AVFAAVTEYLAAGEK\n",
      "SQSYINVIGAGLAGSEAAYQIAQQGIPVK\n",
      "KEEVKDPR\n",
      "IGSGTSLDSAR\n",
      "GQPLFLHSVMQEK\n",
      "LVNQGIAQELGIIEIPQLHEK\n",
      "THSNHPGGLK\n",
      "PIGPFYSEEEAK\n",
      "TTPNIIMTR\n",
      "TDLNPIIADR\n",
      "TVAIDWENLGFSYMK\n",
      "VMTDPIADFLTR\n",
      "AHLTVQIVTPDGLVYDHHASFVSVR\n",
      "GLDHFFDK\n",
      "SNISLTTLGGVR\n",
      "LEAGVHFGHQTR\n",
      "TKPIILTGDRPTGK\n",
      "AAGIGNIHGPYPANWK\n",
      "EEFGVTAAAPVAVAAAGAADAGAAK\n",
      "TEALTGADMVFITAGMGGGSGTGAAPVIAR\n",
      "SDVVSTSVNNGDKLTK\n",
      "PGTSPVTCGR\n",
      "AEPMTLTIITPDAIVYDGK\n",
      "LPGLAALTEK\n",
      "AITAITSVQEFDEK\n",
      "DLNAANLESAMR\n",
      "LTAAITTVLAR\n",
      "TGLVYLIGAGPGDSK\n",
      "HTPFFDNYRPQ\n",
      "SVSFENKETNR\n",
      "KIEIKEPLK\n",
      "STTIIGFPR\n",
      "ALTHGFLDTIPVDDIVR\n",
      "MGVGEAVSNAK\n",
      "ANILLAVTGSIASYK\n",
      "TALSTTEDPTR\n",
      "PVNELNMDAFQELNQNPMYNGIAVYNKR\n",
      "VNVSLHTAK\n",
      "SYGSLFDATQTK\n",
      "AIAGFQALTALSTTEDPTR\n",
      "ALLGKPGFEELGAELNAR\n",
      "IAPEAQDGGPIAYLR\n",
      "SYFSENEIAAAMTVK\n",
      "GIGIIIASHGK\n",
      "CGYIHVGEEAPK\n",
      "KTGEKMWRWRCWDNPR\n",
      "PQFYSAAEAEELVR\n",
      "DAGVPIPPVVVSAGDVERGKPDPD\n",
      "ATSMVIGTQWGDEGK\n",
      "ANANALGMVETK\n",
      "TIYNNITELIGQTPIVK\n",
      "PVPSHIITPIILR\n",
      "ATIRPILATEAEVAAAPEHFDTIPALGAK\n",
      "EYHVIAETGIHAR\n",
      "MASSEAGFNELFR\n",
      "PAVAEDIAVAR\n",
      "PALGVGAGNVPAYVEK\n",
      "TDEILLESR\n",
      "TISQDQIKPELDR\n",
      "AIGVAKPVSILVDTFGTAK\n",
      "ISDKEVDKELAK\n",
      "STLLSVITSAK\n",
      "YTLADGSWIAVR\n",
      "TNYAIILAAGK\n",
      "KPTQPVAEPAPAPK\n",
      "AYTTEQIEEIKNK\n",
      "VVGDFPIETDTIVIGAGPGGYVAAIR\n",
      "AFHPSAQESSAHAAQIVR\n",
      "TQHLTAEALR\n",
      "TGGSQFFIVYEPQPHLDGVHTVFGK\n",
      "AELELVCVPTR\n",
      "TIQHQILQK\n",
      "FSGADALGPLIQGLAK\n",
      "FGVTAAAPVAVAAAGAADAGAAK\n",
      "LNIENIIAEIK\n",
      "IINGGSHSDAPIAFQEFMILPVGAPTFK\n",
      "SVQDAALGEGEGCLSVDR\n",
      "SEHILIIEDDIDIANIER\n",
      "PATAFTQLAAK\n",
      "VTGFVGSHGNR\n",
      "SSGMNVSHSHIR\n",
      "TAIDFTAEVEKR\n",
      "ATEQLGEIVIAPR\n",
      "GMLPIICCGESLETYEAGK\n",
      "PFVAILGGSK\n",
      "MLETMTEKPR\n",
      "TYENYLGFSR\n",
      "TGAHVIIGLPGEDAKESIR\n",
      "LVAANPVDVLTYSTWK\n",
      "YVNEPSEFSKDEVEELAR\n",
      "SKPHVNIGTIGH\n",
      "AELEYLIGLSAH\n",
      "LPLGGATEVLGGHK\n",
      "NVAGALDIYDDVEVGR\n",
      "RNYVPGQHGPNN\n",
      "AHFTLTSTLYDIDVPGYK\n",
      "PGSIKPHTK\n",
      "TEINETLLR\n",
      "VFIFPGIEAGNIGYK\n",
      "PHEYEPLPEDVKK\n",
      "EPVDAFFADVMVMAED\n",
      "MPNICEFEMLIK\n",
      "EETAHNESAHAK\n",
      "FINSEEPSQLNELQEFR\n",
      "PIEPEDLDCGKPIATTITEVDPDDPEWVEK\n",
      "QQIGLEVEQNGGR\n",
      "NSVSGVAHFAAENEDDCIAQIR\n",
      "PTVATYNQSGVK\n",
      "ILIFPDLQAANIGYK\n",
      "ALTAGIVGLPNVGK\n",
      "KPLLLPVEDVFSITGR\n",
      "DFHIVAETGIHAR\n",
      "LLAFVAGDLQGVTAK\n",
      "SILPLGTIVYLK\n",
      "EFHVTAETGIHAR\n",
      "SLQETIIQQLGVKPVIDAQEEIRR\n",
      "STEHMEELNDQQIVR\n",
      "ADHQLEPFENVELGEK\n",
      "PLVTTTEMFKK\n",
      "SDLLITNVDVLTDNGTLK\n",
      "PATMETGLVVNVPDFIEAGQK\n",
      "AAPVAVAAAGAADAGAAK\n",
      "VFHNDQPVAWICAN\n",
      "AASMGTIIASSGAK\n",
      "AAGDVVDVTGTSK\n",
      "ANANALGMVETR\n",
      "ADYTEVKDTEGEAVDPGFLGLDIGPK\n",
      "ALHNAVEEAAK\n",
      "PLPVEVLELDPK\n",
      "LGPTPAKPGDPIGSAGPTTSGR\n",
      "VVVSLTYVYGIGIPTSK\n",
      "SNQPITDMIETIER\n",
      "TVVFNTNHDILDGTETVISGASCTTN\n",
      "PIIHVELVEGR\n",
      "NEPNTFGWVVEID\n",
      "ASAKTEIFEEAIQK\n",
      "PATLLVQTASK\n",
      "ALIYDNRPYK\n",
      "TLASQIASDLLDIK\n",
      "SLTFQNPEDSLTDEEVAR\n",
      "ALVNQGIAQELGIIEIPQLHEK\n",
      "GDAALLKEVEEAKDK\n",
      "ASKPTWTMIAK\n",
      "ALHDNFGIVEGLMTTIHAY\n",
      "AITALEIKDK\n",
      "ALPLANIPVGTLIHNIELKPGR\n",
      "SNLSVNAIR\n",
      "SVRSERWEKDIKRARR\n",
      "AVGGFNTNNLEWTQAILR\n",
      "ITATNMLETMTEKPR\n",
      "TDKPLLLPVEDVFSITGR\n",
      "SYTLKPNEVGVFAIGGLGEIGK\n",
      "YTPYDGDESFLAGPTER\n",
      "PGTPTGDIVDFIK\n",
      "NTDDTVTIYDVAR\n",
      "PANTPVALVR\n",
      "SIITEVYAR\n",
      "SIVLGADAAGLR\n",
      "SVLADKIEK\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "ANHEQIIEAIK\n",
      "NADLATIFEMAK\n",
      "IIGEPSEFDQEEVEQLAK\n",
      "MQLHDVLIR\n",
      "PATILVQTASK\n",
      "GIVRPVNIPLNDAEQQK\n",
      "AVQMEYEK\n",
      "TYQENYQK\n",
      "VGMGSQYWAAR\n",
      "GLFSGLLGNASQK\n",
      "AAGAETQPVPQPQPTPQVTSPR\n",
      "IVPNSTGAAK\n",
      "ATTELIDLAIETSK\n",
      "TGDQMILDGPHR\n",
      "HLLNVAGAYWR\n",
      "PATILVQAASK\n",
      "SIHIAAQQGEIADK\n",
      "SHIIELPEVLANQIAAGEVIERPASVVK\n",
      "APQGSFDTSEIHVTGQASR\n",
      "SNANALGMVETK\n",
      "PLGGATEVLGGHK\n",
      "DVTAAHLAAQHPVTDVHAVER\n",
      "PEDLVSAFETASSEAK\n",
      "SDAFTDVAK\n",
      "TVESTGFK\n",
      "AIILPELPYAYDALEPYIDEETMHLHHDK\n",
      "TGNPTGLIWNLLGR\n",
      "IGGSNYQVPVEVR\n",
      "ENELIDTDTAK\n",
      "SELLFNELPRPTFR\n",
      "IVNEPSEFNQEEVETLAR\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "writing go terms to file: go-per-sample/go_terms_734ws.csv\n",
      "Retrieving GO terms for sample: 760ns\n",
      "writing go terms to file: go-per-sample/go_terms_760ns.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-17-200fe3692be2>:13: UserWarning: The following peptides are not in the unipept table:\n",
      "AEIGVLEGYK\n",
      "LYQWLAEAVK\n",
      "APQENTFYAGVK\n",
      "VLGSTGPILGGEVSR\n",
      "HLSPQTEIKPAVQR\n",
      "VGELVSVHVIPR\n",
      "PANLFVATFIGK\n",
      "PVQLIGFGTFK\n",
      "AHVTEILAYLSGSTLK\n",
      "PNANAIANVFK\n",
      "GLFDFVSDIGK\n",
      "SELTVGNVIIGGK\n",
      "LVYVLNCSGVK\n",
      "KEYHVIAETGIHAR\n",
      "FDNAIIAAGSR\n",
      "PFCIPIGEKDEFK\n",
      "TSVVVVGTQWGDEGK\n",
      "ILVQYVEYITNIR\n",
      "SQEFINPSDGVIR\n",
      "SQWITEEQTPHLR\n",
      "AHNDAVGPFK\n",
      "AGVPLGNQTVLLR\n",
      "DVEITAPNGLHTR\n",
      "SSGLYSTEKR\n",
      "VTEILAYLSGSTLK\n",
      "PAIGVGPGNGPAFIEK\n",
      "SNIYDLANELSR\n",
      "CGDIAAAVGLK\n",
      "SISDNPALLGK\n",
      "LASNADALACIK\n",
      "HNDAVGPFK\n",
      "IVGDGIAIR\n",
      "ALEATLAAITGSLK\n",
      "SEFTFEIEEK\n",
      "SKEVPNGVVVQ\n",
      "SLTNEQIIEAIASK\n",
      "ALNIENIVAELK\n",
      "PSTDAAEVLGNISR\n",
      "PAGPSIEVK\n",
      "PGEEIILEGR\n",
      "VQQQTILNVADNSGAK\n",
      "AAATSNVSHPVK\n",
      "PTFNQLVR\n",
      "ENLELIQNIEK\n",
      "ITPYSSLEDIR\n",
      "SLQNIIETAFEQR\n",
      "PLSAIENLTATTLR\n",
      "FLDDFLEGGK\n",
      "PALGVGAGNSPAYIER\n",
      "EIVGIKPTTK\n",
      "SLGALYVVSGPSGAGK\n",
      "LVSENIQTR\n",
      "TIEINPIFAR\n",
      "PVILEPVFK\n",
      "SNQIIHTSDAAFEKDVLK\n",
      "SSILSQGGTSNK\n",
      "SNTEHTLENAENTR\n",
      "SSHPIQVFSEIGK\n",
      "VHINPNTLENIEER\n",
      "PAVELNKDGK\n",
      "SDTYKLVR\n",
      "AQETIFSK\n",
      "AVIRPFLINEEELK\n",
      "TQQILGGFPTR\n",
      "PAEVRMGSGK\n",
      "RNVLKSSMK\n",
      "PIGTGPYK\n",
      "SEQNQQPEVTAEEQQEAVLQIQR\n",
      "IAHDISAFSFVAMAQAAR\n",
      "PVVEQITDHIR\n",
      "TAHIEYETANR\n",
      "AYTIEEEQELNQLK\n",
      "VLLAQALFPR\n",
      "PAAWIAEQAGFK\n",
      "EPQLFAQAVDQMK\n",
      "THEGVLQTHEGA\n",
      "IDAAPEEKER\n",
      "FPEEYHAPELAGK\n",
      "DPVMLAHLLK\n",
      "SFGTTLKK\n",
      "LTADSFGVLPPISR\n",
      "FVNVVDMVGR\n",
      "HDHFLYTSNLDATNQK\n",
      "AFIIKPIVTEK\n",
      "GIGGEYGAVTGR\n",
      "SQGNLYILSAPSGAGK\n",
      "SMQDPIADMLTR\n",
      "VAAVTDATFAEETK\n",
      "LVDKYAEK\n",
      "LTYIFGIGR\n",
      "PPQISAEVLK\n",
      "TPVMPQYVISQSPH\n",
      "TIYADNSYSIGNTPLVR\n",
      "SYEAQNITVLEGLEAVR\n",
      "PGMIIGQGGK\n",
      "LTGEQTIGVFTGK\n",
      "THIIVATHGK\n",
      "LAEKDCEK\n",
      "PISTTMAFVR\n",
      "PTPAFISIEGSNQGK\n",
      "VCNDCEPEDPSSEGSISIGR\n",
      "PAILSVGASYK\n",
      "ATVDDLDKIVTR\n",
      "AVGANANADGHR\n",
      "ATFNLIIVSAER\n",
      "TTEHIEELNDQQLIR\n",
      "NILTSLAK\n",
      "FYGGAANANTK\n",
      "LLPTLNVSYK\n",
      "AGYVVVGTQWGDEGKGK\n",
      "SISIKPLEDR\n",
      "VLGKEPTK\n",
      "VGELLSVHVIPR\n",
      "TYKDREELR\n",
      "AIEVGNIIDGTVSGITK\n",
      "CSATNILCETTTK\n",
      "RTHSTYFK\n",
      "PLTLGEIGCAISHIK\n",
      "FVAGDWQENVNVR\n",
      "SQEILNSVLAIESEAK\n",
      "PADAYWGIHTLR\n",
      "KLVLNHCELIR\n",
      "ILPVGAPSFK\n",
      "FIEKEELKK\n",
      "SIFTMGIDVGSTASK\n",
      "SIITDVYAR\n",
      "VGLISVHLFRPFS\n",
      "HNQLLMTR\n",
      "MTEATSMSK\n",
      "IVYSPLHGVAAR\n",
      "PNGSVDVQYR\n",
      "VGLISVHLFRPF\n",
      "AGYVVVGTQWGDEGK\n",
      "PCQSVAILGSAGK\n",
      "PYQQAYER\n",
      "MKKQTYIDIREK\n",
      "PATEDEWIPR\n",
      "PGCPYCVR\n",
      "EHTPASILAK\n",
      "AGFTFEELEAAK\n",
      "MPTIAGAADLREAIR\n",
      "SGQTTSEYISHHLSFLK\n",
      "ALPSLPELALR\n",
      "TENNKPESQSIDEQSNNVEALLR\n",
      "DFHVVAETGIHAR\n",
      "PGPLAAHK\n",
      "SELTYAICHTLGIR\n",
      "TVYVNDGTTSK\n",
      "VVLPHGTGK\n",
      "SAIIDIFAR\n",
      "YFSLIDMNSDR\n",
      "ITQLPDFTIR\n",
      "FNHPQEVTPEAK\n",
      "EAEAHQGPSIIIAY\n",
      "HTPFFSGYR\n",
      "NFLDWISR\n",
      "KDDMKKDDMK\n",
      "PFITDVLAR\n",
      "PSSLFVQLVTK\n",
      "AYTSSLDILETEIAIKK\n",
      "ATYTTSDFKPGLK\n",
      "YYGAPDAER\n",
      "VPLFHEQNKR\n",
      "TMSDPIADMLTR\n",
      "IFDSAEQGGR\n",
      "IVIFGAGLGK\n",
      "LTNEQIIEAIASK\n",
      "PLSVPQGAIGLFTR\n",
      "ANVTLFDQTGK\n",
      "TTFLGNPVTFTGK\n",
      "ASIQYYDVILKPLVTEK\n",
      "ELLPLLEQTVQMSK\n",
      "IVPNTTGAAK\n",
      "QEMIAGEEFADEQTR\n",
      "TQFQIANLDVK\n",
      "TTQTQDSDVLLTMTDVSK\n",
      "LVGVHDILTK\n",
      "YELYLEPTLR\n",
      "SDTFSPDDVK\n",
      "AAVTAAMVK\n",
      "TIAYEYEDGVTSGR\n",
      "AQYSANFNQAK\n",
      "GTSTWEYPEEHR\n",
      "STFYVPAINLIGR\n",
      "VLLSGGDALLVSDK\n",
      "PADVLTSVAYYTK\n",
      "VLIFPTLSAGNIGYK\n",
      "SGQTTSEYIGHHLSFLK\n",
      "SNIYDLANELNR\n",
      "EGQEVGLKFVRKFYYEK\n",
      "PFLINEEELK\n",
      "TDNQLTESWDK\n",
      "SSGLYSTEK\n",
      "ATEQFGDIVIAPR\n",
      "HTPFFSGYRPQ\n",
      "FIINATALAHEIGLGQR\n",
      "CAVQWPNVR\n",
      "AVLLTAEELRSPVILGVSEGAGK\n",
      "VEKPVIVYR\n",
      "PTINQLVR\n",
      "SSAFTGFVLLNEAK\n",
      "SNLYDTANQLER\n",
      "PGFEELGAELNAR\n",
      "DVLLFPQMRPSR\n",
      "AYLISEEAQDLLK\n",
      "VIDETGIHAR\n",
      "LIDAAMADLTIITGQK\n",
      "LFYGLGADGTVGANK\n",
      "TTQTQDNDVLLTMTDVSK\n",
      "TAGLQPSDLIIVAAR\n",
      "TMTDPIADMLTR\n",
      "PAIFFDTVR\n",
      "PGSITPHTDFESEVYVLSK\n",
      "PIITLPDGSKR\n",
      "YSQDKLNQYSK\n",
      "IKPGLVDTEFSLIR\n",
      "ANLCEVCGK\n",
      "HTPHSTAK\n",
      "PTFAIETFEPGK\n",
      "PIITLPDGSK\n",
      "EFHVVAETGIHAR\n",
      "ALIQLTTEELR\n",
      "CIPIGEKDEFK\n",
      "VMTDPIADMLTR\n",
      "ANIYDLANELSR\n",
      "QAGDKILLETIK\n",
      "SEQTLTVNGK\n",
      "LWLDEEYNK\n",
      "NTIIGAEEVFTGR\n",
      "MAKAGYWAVTDAEER\n",
      "QLEELNEAQIEGDKK\n",
      "GNVEGWVSVVR\n",
      "CGIVGAVAQR\n",
      "PFLALLGAMK\n",
      "PATLSTGAVVK\n",
      "PSGVDFSVK\n",
      "AKEAHGADAVTTAEFNVAGNAK\n",
      "GIEEQLGEIVIAPR\n",
      "LGEHNIDVLEGNEQFIN\n",
      "SLDPHASNDNPSS\n",
      "SNLQQVIEAAFEKR\n",
      "VSGLQGVK\n",
      "GLFDFVSDIGKK\n",
      "GGYDPVYANEDADR\n",
      "PSDLIPELQGR\n",
      "EAHLLGIPVFA\n",
      "RIRFHLRENVK\n",
      "TAEHLNPGSR\n",
      "PVLEEEILR\n",
      "PVAETLQYLPLDR\n",
      "LGHAEAIGPILQGIAR\n",
      "LAGGQPVSIANMK\n",
      "PLSYGGSQGR\n",
      "ISGASSGIGK\n",
      "AYTGDQMILDGPHR\n",
      "LVLNHCELIR\n",
      "MAGLLFTGRRAGGDSR\n",
      "EVPDQNAVNVMLD\n",
      "FINLPTFVSLPHER\n",
      "HSKDSKKSCCK\n",
      "GLYAEGDLGLSR\n",
      "KACDALGLDPAVY\n",
      "ENPISEPGLEEAPAVD\n",
      "EAISYAIDQK\n",
      "SSFFVTGTDTDVGK\n",
      "ATNYIFVTGGVVSSLGK\n",
      "TINTAHVEYETEKR\n",
      "STFYVPAINLIGK\n",
      "GILDEVTGK\n",
      "SNEIYSNPLCER\n",
      "TAADLEHEKEIAR\n",
      "VLVLDYDGIDTPK\n",
      "PIEGHKPAAALLR\n",
      "QNFYEATVTR\n",
      "IVTNGTSTANK\n",
      "STKPIHVFSEIGK\n",
      "LNNEILGLLDAAAR\n",
      "SAGGQPVSIANLK\n",
      "SQLLQEIEALR\n",
      "TSTDGYDFEASEAVIDGDK\n",
      "SNIYDSANELSR\n",
      "DAGGILPDMNSDR\n",
      "FITICLESR\n",
      "FGSKEEMK\n",
      "AQGFYELK\n",
      "AYTTFSQNK\n",
      "PFVTWDVIR\n",
      "VGLLSVHLFR\n",
      "SEITTLQPQLLWK\n",
      "VALPGGCAIGAR\n",
      "SATAVTPVSESLFK\n",
      "YATNIITCFAR\n",
      "FDSAYSFGIIR\n",
      "SLNIETTQGLER\n",
      "TLVYQSTR\n",
      "ALASLAMLTGNLGK\n",
      "AYYPAEPFR\n",
      "EIFKDEVR\n",
      "SVHINATK\n",
      "FLGTLSPLKPGELGAK\n",
      "SNNIPAELK\n",
      "PIIFPISNPTK\n",
      "TSDKFIVR\n",
      "PAVNPGISVSR\n",
      "ANSPVMTVEVLR\n",
      "AVAQYYGTGR\n",
      "TNSVFQGR\n",
      "SNLQQVIEAAFEK\n",
      "ATQEEYIEHR\n",
      "TTNDNDLHCSFCGR\n",
      "TAQIQQLTSELTLER\n",
      "ALLPSVYCKD\n",
      "STLNALGMIETK\n",
      "MAINPEFFGDPAEIKK\n",
      "AMNSILGLFAQSPLKPLQK\n",
      "VGLLTVHLYRPF\n",
      "LNNFDFNK\n",
      "SFEVLDQLENK\n",
      "TALNVLIYPDDHLK\n",
      "AFIIKPLVTEK\n",
      "PYSTLTEFIQHSK\n",
      "VDQNFEGEVYYLEFEDEHGNK\n",
      "AIDAAFDTDEITSK\n",
      "STHPIHVFSEIGK\n",
      "LTDPIADMLTR\n",
      "PVANVSNNNANTASAK\n",
      "AVINFEIFK\n",
      "ANVSVYNTDGK\n",
      "GFLEVETPIMHPILGGAAAK\n",
      "SNQNVYDTANQLER\n",
      "ALNIENIIAEIK\n",
      "VIDRFDAK\n",
      "LISSLGIGLEESWKK\n",
      "PAEQPAATTEAPK\n",
      "TVDHAAITLEELR\n",
      "AEQLTDQALVER\n",
      "VYIEGATVGLEK\n",
      "VIESQPIKPIFTETQK\n",
      "IASAAELNKK\n",
      "DPKTGKTDMK\n",
      "TTNYSAQEITVLK\n",
      "DQLYNLIGRPH\n",
      "IAPALVGHCVLDQR\n",
      "PEYNIALGQR\n",
      "PTLSQLVK\n",
      "ADNIDIVFLKPTK\n",
      "LNDALYGILFR\n",
      "PGVIHVSAR\n",
      "PALVGHCVLDQR\n",
      "SAVDGVQPQSETVWR\n",
      "SLEILDQLEEK\n",
      "SEQNQQPEVAAEEQQEAVLQIQR\n",
      "VVTGTSTGHPVR\n",
      "SNALGMIETK\n",
      "PAVYELLKEPQR\n",
      "TGKPLSYGGSQGR\n",
      "SESFAQLFEESLK\n",
      "LLELNENDPGIFVTQSVHK\n",
      "SIQSLLNTLEQK\n",
      "DISTNIDAMGR\n",
      "LMPIEDVFTITGR\n",
      "ANDKFELK\n",
      "LIGFGNFEVR\n",
      "SYQDINAATIDR\n",
      "YAAAGAEYR\n",
      "AILAFQKPDK\n",
      "PGVPESFR\n",
      "VVFTGASVEEAIQEGLR\n",
      "NHEIVYVPFIEAVQK\n",
      "PMVFEIDKDLK\n",
      "AVNIEDIKK\n",
      "SITVNQIVLHQLVK\n",
      "EAGVPILEPVGGH\n",
      "SDVFHLNLTK\n",
      "CGYVHVGEEAPK\n",
      "MRHVLKLDTR\n",
      "WVRLPLMASGK\n",
      "SQAQYAGTGR\n",
      "AIVEGNQGHEHVEPQSEEVNVEEGSVE\n",
      "PIISEVNIK\n",
      "AVIEQVIAR\n",
      "VEDEKNDNIK\n",
      "DPKDPEKLIDR\n",
      "GFVQTYSHLGGK\n",
      "SVIEINHPLIEHK\n",
      "TDINTVLAELKR\n",
      "FPLCFIAEGEAK\n",
      "TAQIFEQVK\n",
      "AANVAEDDLATGNK\n",
      "PLASGQQQVK\n",
      "NIEKDFGK\n",
      "TTTTELQDVEK\n",
      "SQFFYIHPENPQAR\n",
      "SVIPMVVEQTSR\n",
      "SLQCGIVGLPNVGK\n",
      "PLLDSFTVDHTR\n",
      "NTAPQTEQSAVQPEK\n",
      "FVLNGTSSSNK\n",
      "WHPKDAIR\n",
      "SEQLHSINEVLQDLK\n",
      "YLLGTSFAR\n",
      "PQFYSAEEAEELVR\n",
      "APQANTFYAGAK\n",
      "STQFVYTMHR\n",
      "VSMYEYAR\n",
      "SNQIIHTSDAAFEK\n",
      "VMLTGEPGHPDAVAR\n",
      "SNVIVKENESLDSALR\n",
      "TLNPLASGQQQVK\n",
      "PFYFSAEK\n",
      "TTLGTALTPNAIK\n",
      "PHTEIEAILPK\n",
      "SELQTMQDALDIVK\n",
      "PIGPFYSEEEAK\n",
      "ANDKFEIK\n",
      "GYTVDHAAITLEELR\n",
      "VMTDPIADFLTR\n",
      "SVTVETLENLER\n",
      "TVEIVNETGLHTR\n",
      "AGNGQGVQSQDIIK\n",
      "KGEPVQLIGFGTF\n",
      "PVLIAGSHDQK\n",
      "YIANSGYTNVCR\n",
      "CTTCGCGHPDQVR\n",
      "WMLKNKVR\n",
      "PILEPVGGHAVFLDAR\n",
      "RESYADSNLGSSK\n",
      "FVYSPLHGVAAR\n",
      "VINIHHSFLPAFIGAK\n",
      "AITAITSVQEFDEK\n",
      "GFLEVETPLMHPILGGAAAK\n",
      "MVDYLANNAYDPHYGAR\n",
      "PVSAAPAAK\n",
      "ATITAALVK\n",
      "THSVFQGR\n",
      "TQQYSIDTLLAQAGNR\n",
      "SMQDPLADMLTR\n",
      "ICGTGTGGSFSGTAK\n",
      "TTQLDSLR\n",
      "NAVLAPGDLVLFDR\n",
      "VGLITVHLYR\n",
      "ATLTINTDEK\n",
      "PIIFPLSNPTK\n",
      "ANANALGMVETK\n",
      "EYHVIAETGIHAR\n",
      "SFLDGYFR\n",
      "PNFLLVPIGTK\n",
      "TDEILLESR\n",
      "TNFNELQEETR\n",
      "LSGEQTIGVFTGK\n",
      "PSAVLVNEVKK\n",
      "NTKPVLSAEDVK\n",
      "SLANIDEANENAVR\n",
      "TISQTELNQQLK\n",
      "AELELVCVPTR\n",
      "HTPFHNNYRPQ\n",
      "FSGADALGPLIQGLAK\n",
      "APGEEIILEGR\n",
      "LDDNTNPADLNSK\n",
      "PELTVYTYESFVSEWGPGPK\n",
      "PATAFTQLAAK\n",
      "PAQILAVFENLK\n",
      "NYYGAPDAER\n",
      "SGHPGGSLSATDILTAL\n",
      "PIEVGGSLGR\n",
      "PATLLVQAASK\n",
      "VGELISVHVIPR\n",
      "TLEGGVSVPAEEK\n",
      "LTYVYGIGLPTSK\n",
      "PALEGVEK\n",
      "MTSGLNNSDLIILAAR\n",
      "HEPYDFATQMIPAVD\n",
      "YSDKVVTK\n",
      "CAVGGVQPQSETVWR\n",
      "PCLVLEQGYLR\n",
      "FKDEIVPVVIPN\n",
      "MLPYDAQQAFIR\n",
      "PTVATYNQSGVK\n",
      "LGHEGIGIVK\n",
      "AFLPGSLVDTR\n",
      "NANEIGYPVLVR\n",
      "ALTAGIVGLPNVGK\n",
      "GLINYIHEK\n",
      "PDNIIEVVDNGR\n",
      "LLDNAVADLAAISGQK\n",
      "FNYYGAPDAER\n",
      "ANEQLGEIVIAPR\n",
      "ETGKYEMK\n",
      "DFHIVAETGIHAR\n",
      "NAVKDIEK\n",
      "TYHFQNPSDGVVK\n",
      "PNLLILDEPLTGIDK\n",
      "MALELFRPF\n",
      "PGSIHPHTNFK\n",
      "ALIEQLVAR\n",
      "AEYVDEWAAAK\n",
      "PGLLEVFDNYK\n",
      "ATINQLVR\n",
      "NPALFPLAGFK\n",
      "SQLNITLPDGSVR\n",
      "AQITAALVK\n",
      "LTGEPGHPDAVAR\n",
      "VGELVSVHVIPRPH\n",
      "AVITAALVK\n",
      "FIVESGTPGFSIGK\n",
      "HTPFFSGYRPQF\n",
      "PIIHVELVEGR\n",
      "SGIVSTYR\n",
      "PIQLPFIPHEDPR\n",
      "PFVTHHNALNLDLFLR\n",
      "SQINITLPDGSVR\n",
      "PATLLVQTASK\n",
      "VGLISVHLFR\n",
      "PYITDVYAR\n",
      "NANVAVAGYTDR\n",
      "PVNIYEVHAGSWK\n",
      "PIEGHKPAAAILR\n",
      "ALIYDNRPYK\n",
      "PAPFLIHQESDVIVR\n",
      "TTATPLTPDEALDK\n",
      "LSESFSLRPY\n",
      "IIIAYSPCINHGIK\n",
      "HTPFFANYRPQ\n",
      "IIGAILFERTMDGR\n",
      "PFVTHHNALDIPLFMR\n",
      "FYNFGNLGSSK\n",
      "EVPVSAGDVTIAR\n",
      "FHAFLEPYPNEEK\n",
      "SYAYDTIADIIR\n",
      "VPILDEVVEEDPNKK\n",
      "DFLPILEPAVQSGR\n",
      "VGLISVHLYRPF\n",
      "THSLFQGR\n",
      "SLLDDILAHNR\n",
      "CPVCAHPQAFFHR\n",
      "YAAVYEILR\n",
      "SILVCGGAGYIGSHVVK\n",
      "AATDAGAAAAENVGELISVHVIPR\n",
      "IVPTHQGR\n",
      "NLLEQIVAR\n",
      "YVSDQENPPAEVR\n",
      "AQVTAQLVK\n",
      "IQDALFNIVTITTGQK\n",
      "PHSEVELILPK\n",
      "PIVEHIQEAAK\n",
      "DENIAFINAGYLFQNHPDR\n",
      "GSAAAHYVLGGPQGNNTNAF\n",
      "PDISGAALAPDGALADK\n",
      "SNVAQENAPLLNAIGLK\n",
      "PAQNISAVGHGK\n",
      "PATILVQTASK\n",
      "LVNTVVGFIGPEYLYDSK\n",
      "GTLWGVGLGPGD\n",
      "AVLAPGDLVLFDR\n",
      "VTFTDDALQR\n",
      "SNEAYAGTIR\n",
      "ALGILDRAGTLEVGKPADICLMDVQK\n",
      "PLYNNDLAYLEDLHK\n",
      "TYQENYQK\n",
      "GLFSGLLGNASQK\n",
      "KLLDQGQAGDNIGVLL\n",
      "IVPNSTGAAK\n",
      "IINATALAHEIGLGQR\n",
      "FVTHHNALNLDLFLR\n",
      "VLFFVDNIYR\n",
      "SLTGQPSACGTAR\n",
      "ASVTITGVTK\n",
      "PATILVQAASK\n",
      "WVSGGELAGAVSR\n",
      "LLLSTTDPLLSGITTEAAK\n",
      "SYSKDEKENK\n",
      "SEQEQQQPIFNVER\n",
      "SIDYTPGPLLDAAR\n",
      "EMASYTAR\n",
      "TDINTVLAELK\n",
      "PLGGATEVLGGHK\n",
      "ADNSNVDIVFLKPSK\n",
      "PAEATPAQEQADYNK\n",
      "SDAFTDVAK\n",
      "IVTVAQGAK\n",
      "GLLDDVTGK\n",
      "YWTEKEVEEKEER\n",
      "ACGTTGVIVSAH\n",
      "IKSTGETAATLLAGM\n",
      "  warnings.warn(\"The following peptides are not in the unipept table:\\n\" + \"\\n\".join(diff))\n"
     ]
    }
   ],
   "source": [
    "expected_count = 363\n",
    "count = 0\n",
    "for s in samples:\n",
    "    print(\"Retrieving GO terms for sample:\", s)\n",
    "    df_s = get_df_for_sample(df_samples, s)\n",
    "    count += len(df_s.columns)\n",
    "    peps = get_detected_peps(df_s)\n",
    "    go_terms = get_go_terms_for_peps(df_go, peps)\n",
    "    f_out = os.path.join(\"go-per-sample\", f\"go_terms_{s}.csv\")\n",
    "    if draft:\n",
    "        f_out += \"_draft\"\n",
    "    with open(f_out, \"w\") as f:\n",
    "        print(f\"writing go terms to file: {f_out}\")\n",
    "        f.write(header_outfile + \"\\n\")\n",
    "        f.write(\"\\n\".join(go_terms))\n",
    "    \n",
    "assert count == expected_count, f\"Expected {expected_count} columns to be matched, got {count}\""
   ]
  }
 ],
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