AlexsLemonade / AlexsLemonade/refinebio-examples

Question about batch effects in refine.bio datasets

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Description

Hi!

I am trying to understand whether batch effects are corrected for in the refine.bio pipeline.

I downloaded the dataset GSE99039 (microarray) from refine.bio then looked at the dataset using PCA. I noticed that the dataset from refine.bio seem to have a clear separation that does not match any of the metadata.

refine.bio PCA
![image](https://user-images.githubusercontent.com/1053976/112568072-4a00d700-8db8-11eb-9b38-b443ff37a3d8.png)

Hence would like to ask about
i. where is the part in the pipeline that does the (quantile?) normalization
ii. i understand that for the normalized data pipeline if any batch correction was performed.

Thank you.

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Research direction

No file, test, or entry point is named. Start by locating the refine.bio normalization and batch-correction documentation or pipeline entry point for GSE99039, then document whether each step is applied and where it occurs.

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Assessment

Domain
data, documentation
Issue type
Documentation
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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