accounting for vs. removing batch effects with DESeq2 in RNAseq analysis
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@52d5296c
Last seen 4 hours ago
India

Hi! I'm new to RNAseq analysis and had a few questions in regards to batch effects.

1) I have RNAseq data for two conditions obtained from two different batches that I am trying to analyse. I have included batch as a covariate while creating the DESeq object, but I am not sure if I am supposed to remove batch effects using limma, etc. before looking at differential gene expression or if accounting for it in the DEseq object is enough.

2) When doing a preprocessing analysis with PCA and batch removal, should the DEseq object not have ~batch as a covariate? I have currently included batch along with condition in the study design while creating the DESeq object, and then done a PCA with and without batch removal.

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