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update cookbook
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byemaxx committed Sep 20, 2024
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37 changes: 31 additions & 6 deletions Docs/MetaX_Cookbook.md
Original file line number Diff line number Diff line change
Expand Up @@ -223,6 +223,34 @@ The Data Overview provides basic information about your data, such as the number

- **Taxa Level:** Select a taxa level for downstream analysis (**Life** in the list means no filtering by any taxa, the follow analysis focus on functions).

- **Split Function:** Split the annotations with multi-functions.

- | KO | Intensity |
| ------------------- | --------- |
| ko:K00625,ko:K13788 | 10 |

to

| KO | Intensity |
| --------- | --------- |
| ko:K00625 | 10 |
| ko:K13788 | 10 |

If <u>Share Intensity</u> is checked, the intensity above would given <u>5</u> to each split KO

- **Peptide Number Threshold:** only keep the taxon (function or OTF) at least has the setting number of peptides.

- **Create Taxa and Func only from OTFs:**

- **Without selection (checkbox not checked):**
- <u>Taxa table:</u> Peptides are filtered based solely on taxa levels, without considering any functional categories.
- <u>Function table:</u> Peptides are filtered solely by functional categories and thresholds, regardless of their taxa levels.
- <u>Taxa-Function (OTFs) table:</u> Peptides are filtered by both taxa levels and functional categories simultaneously.
- **With selection (checkbox checked):**


- All tables are filtered by both taxa levels and functional categories simultaneously.

### Sum Proteins Intensity

Click **Create Proteins Intensity Table** to sum peptides to proteins if the Protein column is in the original table.
Expand All @@ -247,9 +275,6 @@ Click **Create Proteins Intensity Table** to sum peptides to proteins if the Pro

### Data preprocessing

- Data Preprocessing **Before Summing Peptides**: Perform data preprocessing first, then sum the peptides to calculate the intensity of each taxon, function and taxa-function pair.
- Data Preprocessing **After Summing Peptides**: Sum the peptides to calculate the intensity of each taxon, function and taxa-function pair first, then perform data preprocessing for each table.

There are several methods for detecting and handling outliers.

- Two steps will be applied:
Expand Down Expand Up @@ -300,7 +325,7 @@ There are several methods for detecting and handling outliers.
- Here, you can choose a group as the batch effect, then use [<u>reCombat</u>] (https://github.com/BorgwardtLab/reComBat) for handling.
- **Data Transformation:**

- Log2, Log10, Square root transformation and Cube root transformation.
- Log2, Log10, Square root transformation, Cube root transformation and box-cox.

- **Data Normalization:**

Expand Down Expand Up @@ -391,7 +416,7 @@ We can select <u>**meta**</u> <u>**groups**</u> or <u>**samples**</u> (default a

- Sankey

- <img src="MetaX_Cookbook.assets/basic_sankey.png" alt="basic_sankey" />
- <img src="MetaX_Cookbook.assets/basic_sankey.png" alt="basic_sankey">



Expand Down Expand Up @@ -654,7 +679,7 @@ We can select <u>**meta**</u> <u>**groups**</u> or <u>**samples**</u> (default a

- The coloured line is the average

<img src="./MetaX_Cookbook.assets/trends_cluster.png" alt="image-20230728144230514" />
<img src="./MetaX_Cookbook.assets/trends_cluster.png" style="zoom: 67%;" >



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