From e2d43b19fdd50ce2cdcd93d343d2b362b2e6ef17 Mon Sep 17 00:00:00 2001 From: Qing <44231502+byemaxx@users.noreply.github.com> Date: Tue, 23 Jul 2024 16:39:14 -0400 Subject: [PATCH] update cookbook --- Docs/MetaX_Cookbook.assets/add_a_list.png | Bin 91005 -> 58162 bytes Docs/MetaX_Cookbook.assets/add_to_list.png | Bin 44728 -> 28745 bytes Docs/MetaX_Cookbook.assets/anova_test.png | Bin 44508 -> 31138 bytes Docs/MetaX_Cookbook.assets/basic_setting.png | Bin 10441 -> 43234 bytes .../basic_stats_bar_3d_setting.png | Bin 11714 -> 0 bytes .../basic_stats_heatmap.png | Bin 88904 -> 40235 bytes .../basic_stats_heatmap_seeting.png | Bin 18331 -> 15748 bytes .../MetaX_Cookbook.assets/basic_stats_pca.png | Bin 60248 -> 38369 bytes .../co_network_focus.png | Bin 56100 -> 33199 bytes .../MetaX_Cookbook.assets/co_network_page.png | Bin 45554 -> 40174 bytes .../co_network_setting.png | Bin 4981 -> 14057 bytes .../corss_heatmap_setting.png | Bin 70610 -> 18401 bytes Docs/MetaX_Cookbook.assets/deseq2.png | Bin 38122 -> 32532 bytes .../expression_corelation_heatmap.png | Bin 0 -> 77191 bytes .../group_control_test.png | Bin 44425 -> 34892 bytes .../group_in_condition.png | Bin 12055 -> 6885 bytes .../image-20240723162241316.png | Bin 0 -> 77191 bytes Docs/MetaX_Cookbook.assets/main_window.png | Bin 25917 -> 22015 bytes Docs/MetaX_Cookbook.assets/pca_setting.png | Bin 39907 -> 12057 bytes Docs/MetaX_Cookbook.assets/peptide_query.png | Bin 65231 -> 62139 bytes .../right_click_theme.png | Bin 4741 -> 2808 bytes Docs/MetaX_Cookbook.assets/sub_meta.png | Bin 0 -> 12310 bytes Docs/MetaX_Cookbook.assets/t_test.png | Bin 44440 -> 30009 bytes Docs/MetaX_Cookbook.assets/t_test_res.png | Bin 87151 -> 71693 bytes .../taxa_func_link_net_settings.png | Bin 0 -> 8693 bytes .../taxa_func_link_page.png | Bin 62810 -> 57109 bytes .../taxa_func_link_page2.png | Bin 46957 -> 40008 bytes .../taxa_func_linked_only.png | Bin 13327 -> 11089 bytes .../taxa_func_sankey.png | Bin 374179 -> 153838 bytes Docs/MetaX_Cookbook.assets/tools_menu.png | Bin 30390 -> 27349 bytes .../trends_cluster_setting.png | Bin 7524 -> 14281 bytes Docs/MetaX_Cookbook.assets/trends_page.png | Bin 50009 -> 44079 bytes Docs/MetaX_Cookbook.assets/tukey_test.png | Bin 37871 -> 34344 bytes Docs/MetaX_Cookbook.assets/volcano.png | Bin 50064 -> 38078 bytes Docs/MetaX_Cookbook.md | 116 ++++++++++-------- metax/gui/main_gui.py | 4 +- metax/gui/metax_gui/main_window.ui | 46 +++---- metax/gui/metax_gui/ui_main_window.py | 28 ++--- 38 files changed, 103 insertions(+), 91 deletions(-) delete mode 100644 Docs/MetaX_Cookbook.assets/basic_stats_bar_3d_setting.png create mode 100644 Docs/MetaX_Cookbook.assets/expression_corelation_heatmap.png create mode 100644 Docs/MetaX_Cookbook.assets/image-20240723162241316.png create mode 100644 Docs/MetaX_Cookbook.assets/sub_meta.png create mode 100644 Docs/MetaX_Cookbook.assets/taxa_func_link_net_settings.png diff --git 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**samples** (default a - Select **Sub Meta** to plot with two meta - - ![basic_setting](MetaX_Cookbook.assets/basic_setting.png) + - sub_meta + + - Change settings in the **PLOT PARAMETER** tab + + - basic_setting @@ -360,7 +364,7 @@ We can select **meta** **groups** or **samples** (default a - image-20230728113359732 - - ![image-20230728112519665](./MetaX_Cookbook.assets/right_cilck_menu.png) + - image-20230728112747731 @@ -438,7 +442,7 @@ We can select **meta** **groups** or **samples** (default a - Plot all color maps to view by right click **Theme** - ![right_click_theme](MetaX_Cookbook.assets/right_click_theme.png) - - all_cmap + - all_cmap - **Plot:** @@ -469,8 +473,6 @@ We can select **meta** **groups** or **samples** (default a - 3D Bar plot - Plot 3D bar by selecting a **sub meta**. - - ![basic_stats_bar_3d_setting](MetaX_Cookbook.assets/basic_stats_bar_3d_setting.png) - - basic_stats_bar_3d @@ -493,13 +495,13 @@ We can select **meta** **groups** or **samples** (default a - Select 2 group stats T-Test for **[Taxa, Function, Taxa-Func, Peptide table and Proteins Table**] -t_test +t_test ### ANOVA-TEST - select some groups or all groups to ANOVA Test for **[Taxa, Function, Taxa-Func and Peptide table**] -anova_test +anova_test ### Significant Taxa-Func @@ -510,7 +512,7 @@ We can select **meta** **groups** or **samples** (default a - The **result** of the T-test and ANOVA Test will show in a new window - t_test_res + t_test_res @@ -520,6 +522,7 @@ We can select **meta** **groups** or **samples** (default a corss_heatmap_setting +- - Taxa-Func cross heatmap: - The orange cells mean in the corresponding function ( X-axis) and Taxa( Y-axis) are significantly different between groups. @@ -535,14 +538,53 @@ We can select **meta** **groups** or **samples** (default a - The colored tiles represent the taxa which were not significantly different between groups but the related functions were. +### Group-Control TEST + +- **Dunnett's Test** + + Set a Group as **"Control"**, then compare all groups to Control + + - **Comparing in Each Condition:** Select a meta such as individual, then compare groups to control in each individual. + +- **DESeq2 Test** + Bingo! You noticed the hidden function of MetaX, click **Help -> About -> Like** 3 times to unlock the function to compare all groups to control. + + + - ![group_control_test](./MetaX_Cookbook.assets/group_control_test.png) + - Result of Dunnett's Test: + - T- Statistic value shown in the heatmap + - dunnetts_heatmap +### DESeq2 + +- Select two groups to calculate FoldChange by [PyDESeq2]: https://github.com/owkin/PyDESeq2 + + + +image-20230728123725717 + +- Select p-adjust, log2FC to plot + + (**Ultra-Up(Down):** |log2FC| > Max log2FC) + + - Volcano: + + volcano + + - Sankey: + + - The last node level is the functions linked to each Taxon (When plotting Taxa-Func) + + taxa_func_sankey + + ### TUKEY_TEST -tukey_test +tukey_test - **Select a function:** @@ -571,50 +613,17 @@ We can select **meta** **groups** or **samples** (default a tukey_plot -### Group-Control TEST - -- **Dunnett's Test** - - Set a Group as **"Control"**, then compare all groups to Control - - - **Comparing in Each Condition:** Select a meta such as individual, then compare groups to control in each individual. - - - ![group_control_test](./MetaX_Cookbook.assets/group_control_test.png) - - Result of Dunnett's Test: - - T- Statistic value shown in the heatmap - - dunnetts_heatmap - - - -## 6. Differential Analysis -### Fold Change Calculation -- Select two groups to calculate FoldChange by [PyDESeq2]: https://github.com/owkin/PyDESeq2 - -image-20230728123725717 +## 6. Expression Analysis -- Select p-adjust, log2FC to plot - - (**Ultra-Up(Down):** |log2FC| > Max log2FC) - - - Volcano: - - volcano - - - Sankey: - - - The last node level is the functions linked to each Taxon (When plotting Taxa-Func) - - taxa_func_sankey - -### Co-Expression Networks +### Co-Expression Networks & Heatmap - select Groups or Samples to calculate the correlation and plot the network -image-20230728142606826 + - Slecet table, and set the method of correlation and threshold @@ -632,13 +641,14 @@ We can select **meta** **groups** or **samples** (default a co_network_pic - +- Correlation of expression + - ![image-20240723162241316](MetaX_Cookbook.assets/expression_corelation_heatmap.png) ### Expression Trends - Add items to the list window to plot the clusters with similar trends of intensity -image-20230728143806833 + - Clusters plot (clustered by **k-means**) @@ -666,7 +676,7 @@ We can select **meta** **groups** or **samples** (default a ### Taxa-Func Link Plot -image-20230728150309898 + - Check all taxa in one function (or Check all functions in a taxon) @@ -710,11 +720,13 @@ We can select **meta** **groups** or **samples** (default a - Select some groups or samples (default all) - add some taxa, func or taxa-func to focus the window (Optional) -image-20230728145518517 + - Plot list only - - Checked the "**Plot List Only**" to show the items only in the list - + - **Plot List Only:** Show the items only in the list and the items linked to them + - **Without Links:** Only show the items in the focus list + - + - Network plot - The yellow dots are taxa, and the grey dots are functions, the size of the dots presents the intensity - The red dots are the taxa we focused on diff --git a/metax/gui/main_gui.py b/metax/gui/main_gui.py index 2cf9db3..3e4ac99 100644 --- a/metax/gui/main_gui.py +++ b/metax/gui/main_gui.py @@ -5005,7 +5005,7 @@ def plot_co_expr(self, plot_type = 'network'): print(f'Calculate correlation with {corr_method} method...') df = self.tfa.BasicStats.get_correlation(df_type = df_type, sample_list = sample_list, focus_list = focus_list, plot_list_only = plot_list_only, rename_taxa = rename_taxa, method=corr_method) # save df to table_dict - self.update_table_dict(f'co-expression heatmap({df_type})', df) + self.update_table_dict(f'expression correlation heatmap({df_type})', df) show_all_labels = ( self.checkBox_corr_hetatmap_show_all_labels_x.isChecked(), @@ -5013,7 +5013,7 @@ def plot_co_expr(self, plot_type = 'network'): ) cmap = self.comboBox_corr_hetatmap_cmap.currentText() BasicPlot(self.tfa).plot_items_corr_heatmap(df=df, - title_name=f'Co-expression heatmap of {df_type}', + title_name=f'Expression Correlation Heatmap({df_type})', cluster=True, cmap=cmap, width=width, height=height, diff --git a/metax/gui/metax_gui/main_window.ui b/metax/gui/metax_gui/main_window.ui index 7136c67..a475969 100644 --- a/metax/gui/metax_gui/main_window.ui +++ b/metax/gui/metax_gui/main_window.ui @@ -46,7 +46,7 @@ Qt::LeftToRight - 4 + 3 false @@ -1720,8 +1720,8 @@ 0 0 - 888 - 376 + 660 + 232 @@ -2785,7 +2785,7 @@ - + 0 0 @@ -2871,25 +2871,25 @@ 0 - 200 + 260 16777215 - 430 + 400 - 1 + 0 0 0 - 176 - 72 + 888 + 206 @@ -4283,8 +4283,8 @@ 0 0 - 888 - 146 + 207 + 70 @@ -4938,8 +4938,8 @@ 0 0 - 912 - 196 + 895 + 137 @@ -6477,8 +6477,8 @@ 0 0 - 888 - 153 + 490 + 81 @@ -6604,8 +6604,8 @@ 0 0 - 888 - 153 + 538 + 63 @@ -7568,8 +7568,8 @@ 0 0 - 888 - 196 + 538 + 127 @@ -8265,8 +8265,8 @@ 0 0 - 888 - 145 + 98 + 41 @@ -8305,8 +8305,8 @@ 0 0 - 888 - 145 + 383 + 68 diff --git a/metax/gui/metax_gui/ui_main_window.py b/metax/gui/metax_gui/ui_main_window.py index 9b446ca..7b4bb91 100644 --- a/metax/gui/metax_gui/ui_main_window.py +++ b/metax/gui/metax_gui/ui_main_window.py @@ -865,7 +865,7 @@ def setupUi(self, metaX_main): self.gridLayout_40.addLayout(self.gridLayout_54, 0, 0, 1, 1) self.toolBox_4.addItem(self.page_10, "") self.page_11 = QtWidgets.QWidget() - self.page_11.setGeometry(QtCore.QRect(0, 0, 888, 376)) + self.page_11.setGeometry(QtCore.QRect(0, 0, 660, 232)) self.page_11.setObjectName("page_11") self.gridLayout_34 = QtWidgets.QGridLayout(self.page_11) self.gridLayout_34.setObjectName("gridLayout_34") @@ -1407,7 +1407,7 @@ def setupUi(self, metaX_main): self.pushButton_basic_heatmap_add.setObjectName("pushButton_basic_heatmap_add") self.gridLayout_23.addWidget(self.pushButton_basic_heatmap_add, 5, 5, 1, 1) self.listWidget_list_for_ploting = QtWidgets.QListWidget(self.tab_13) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred) + sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.MinimumExpanding) sizePolicy.setHorizontalStretch(0) sizePolicy.setVerticalStretch(0) sizePolicy.setHeightForWidth(self.listWidget_list_for_ploting.sizePolicy().hasHeightForWidth()) @@ -1461,11 +1461,11 @@ def setupUi(self, metaX_main): sizePolicy.setVerticalStretch(0) sizePolicy.setHeightForWidth(self.toolBox.sizePolicy().hasHeightForWidth()) self.toolBox.setSizePolicy(sizePolicy) - self.toolBox.setMinimumSize(QtCore.QSize(0, 200)) - self.toolBox.setMaximumSize(QtCore.QSize(16777215, 430)) + self.toolBox.setMinimumSize(QtCore.QSize(0, 260)) + self.toolBox.setMaximumSize(QtCore.QSize(16777215, 400)) self.toolBox.setObjectName("toolBox") self.page_7 = QtWidgets.QWidget() - self.page_7.setGeometry(QtCore.QRect(0, 0, 176, 72)) + self.page_7.setGeometry(QtCore.QRect(0, 0, 888, 206)) self.page_7.setObjectName("page_7") self.gridLayout_46 = QtWidgets.QGridLayout(self.page_7) self.gridLayout_46.setObjectName("gridLayout_46") @@ -2260,7 +2260,7 @@ def setupUi(self, metaX_main): self.toolBox_3.setMaximumSize(QtCore.QSize(16777215, 200)) self.toolBox_3.setObjectName("toolBox_3") self.page_8 = QtWidgets.QWidget() - self.page_8.setGeometry(QtCore.QRect(0, 0, 888, 146)) + self.page_8.setGeometry(QtCore.QRect(0, 0, 207, 70)) self.page_8.setObjectName("page_8") self.gridLayout_49 = QtWidgets.QGridLayout(self.page_8) self.gridLayout_49.setObjectName("gridLayout_49") @@ -2611,7 +2611,7 @@ def setupUi(self, metaX_main): self.gridLayout_69.addWidget(self.pushButton_get_top_cross_table, 1, 1, 1, 1) self.toolBox_9.addItem(self.page_20, "") self.page_21 = QtWidgets.QWidget() - self.page_21.setGeometry(QtCore.QRect(0, 0, 912, 196)) + self.page_21.setGeometry(QtCore.QRect(0, 0, 895, 137)) self.page_21.setObjectName("page_21") self.gridLayout_68 = QtWidgets.QGridLayout(self.page_21) self.gridLayout_68.setObjectName("gridLayout_68") @@ -3406,7 +3406,7 @@ def setupUi(self, metaX_main): self.toolBox_6.setMaximumSize(QtCore.QSize(16777215, 210)) self.toolBox_6.setObjectName("toolBox_6") self.page_14 = QtWidgets.QWidget() - self.page_14.setGeometry(QtCore.QRect(0, 0, 888, 153)) + self.page_14.setGeometry(QtCore.QRect(0, 0, 490, 81)) self.page_14.setObjectName("page_14") self.gridLayout_62 = QtWidgets.QGridLayout(self.page_14) self.gridLayout_62.setObjectName("gridLayout_62") @@ -3475,7 +3475,7 @@ def setupUi(self, metaX_main): self.gridLayout_62.addLayout(self.gridLayout_61, 0, 0, 1, 1) self.toolBox_6.addItem(self.page_14, "") self.page_15 = QtWidgets.QWidget() - self.page_15.setGeometry(QtCore.QRect(0, 0, 888, 153)) + self.page_15.setGeometry(QtCore.QRect(0, 0, 538, 63)) self.page_15.setObjectName("page_15") self.gridLayout_60 = QtWidgets.QGridLayout(self.page_15) self.gridLayout_60.setObjectName("gridLayout_60") @@ -4010,7 +4010,7 @@ def setupUi(self, metaX_main): self.gridLayout_66.addWidget(self.pushButton_others_get_intensity_matrix, 1, 1, 1, 1) self.toolBox_8.addItem(self.page_18, "") self.page_19 = QtWidgets.QWidget() - self.page_19.setGeometry(QtCore.QRect(0, 0, 888, 196)) + self.page_19.setGeometry(QtCore.QRect(0, 0, 538, 127)) self.page_19.setObjectName("page_19") self.gridLayout_65 = QtWidgets.QGridLayout(self.page_19) self.gridLayout_65.setObjectName("gridLayout_65") @@ -4380,7 +4380,7 @@ def setupUi(self, metaX_main): self.toolBox_7.setMaximumSize(QtCore.QSize(16777215, 210)) self.toolBox_7.setObjectName("toolBox_7") self.page_16 = QtWidgets.QWidget() - self.page_16.setGeometry(QtCore.QRect(0, 0, 888, 145)) + self.page_16.setGeometry(QtCore.QRect(0, 0, 98, 41)) self.page_16.setObjectName("page_16") self.gridLayout_63 = QtWidgets.QGridLayout(self.page_16) self.gridLayout_63.setObjectName("gridLayout_63") @@ -4397,7 +4397,7 @@ def setupUi(self, metaX_main): self.gridLayout_63.addWidget(self.pushButton_plot_network, 0, 0, 1, 1) self.toolBox_7.addItem(self.page_16, "") self.page_17 = QtWidgets.QWidget() - self.page_17.setGeometry(QtCore.QRect(0, 0, 888, 145)) + self.page_17.setGeometry(QtCore.QRect(0, 0, 383, 68)) self.page_17.setObjectName("page_17") self.gridLayout_64 = QtWidgets.QGridLayout(self.page_17) self.gridLayout_64.setObjectName("gridLayout_64") @@ -5135,11 +5135,11 @@ def setupUi(self, metaX_main): self.retranslateUi(metaX_main) self.stackedWidget.setCurrentIndex(0) - self.tabWidget_TaxaFuncAnalyzer.setCurrentIndex(4) + self.tabWidget_TaxaFuncAnalyzer.setCurrentIndex(3) self.toolBox_2.setCurrentIndex(0) self.tabWidget_4.setCurrentIndex(1) self.toolBox_4.setCurrentIndex(1) - self.toolBox.setCurrentIndex(1) + self.toolBox.setCurrentIndex(0) self.tabWidget_3.setCurrentIndex(3) self.toolBox_3.setCurrentIndex(1) self.toolBox_9.setCurrentIndex(0)

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