Best csaw normalization approach for ATAC-seq data
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Lucy ▴ 60
@lucy-17014
Last seen 3 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 13 hours 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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