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Weird results after batch effect removal using ComBat.

Hi, I managed to remove the batch effect I mentioned here: A: Batch effect correction using ComBat function (sva package). PCA plot seems ok: PCA plot after ComBat batch effect removal

Now, when I look at MA plot of samples from the same plate I get this weird result:


MA plots of to replicates from the same plate


while the MA plot pre-removal of batch effect looks like this:


MA Plot before batch effect removal


Can someone please enlighten me why it looks this way? what exactly ComBat is doing to my data? How can I deal with this? Thanks!

rna-seq

1 answer

I would like to remove this post please. Didn't find a way...

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