Best csaw normalization approach for ATAC-seq data
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Lucy ▴ 60
@lucy-17014
Last seen 4 months ago
United Kingdom

Hi,

I would like to use csaw to calculate effective library sizes for my ATAC-seq data so that I can then use these to generate normalized BigWig files. Would you recommend normalizing for composition biases or efficiency biases? I am struggling to decide which is most relevant for ATAC-seq.

Many thanks,

Lucy

 

 

csaw • 1.5k views
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Aaron Lun ★ 28k
@alun
Last seen 1 hour ago
The city by the bay

Seeing as how no one else has answered, I'd suggest applying the same criterion used for deciding how to normalize ChIP-seq data. That is, do you expect global changes in accessibility between your conditions? If not, then use the efficiency approach; otherwise normalize for composition biases.

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