Can F-seq appers the p-value for each peak in the output?
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5.8 years ago
vw ▴ 40

Hi all,

I am using F-seq to call peaks for my ATAC-seq data. But I found it do not provide P-values for each peak. Is there any way to generate P-values from F-seq tool?

thanks a lot! Yifei

ChIP-Seq ATAC-Seq • 1.2k views
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Never used it but according to the documentation it outputs narrowPeak, so $8 would be the nominal p and $9 the FDR-adjusted p.

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Hi ATpoint, I just tried to set the output as narrowPeak. The head of the output file is:

chr10   3182358 3182372 chr10.1 0       .       0.01970927      -1      -1      0
chr10   3332962 3333155 chr10.2 0       .       0.03675616      -1      -1      135
chr10   3365943 3366844 chr10.3 0       .       0.08080269      -1      -1      564

Negative one was assigned to column 8 and 9. What's that meaning?

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I do not know as I have no experience with F-seq. I like using MACS2 as it is an established and most importantly well-maintained tool. For this, I write the ATAC-seq cutting sites (= the 5' ends of both the paired-end reads) to BED format (bedtools bamtobed) and then use:

macs2 callpeak -t cutsites.bed.gz -f BED --nomodel --extsize 100 --shift -50

Works well for me. I prefer to have the q-value at 0.01 so 1% false-discovery rate to get rid of peaks with low counts. If there are replicates, I use the IDR procedure (irreproducible discovery rate) to keep high-confidence peaks.

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Thank you ATpoint!

I consider deeper for my project. I found the F-seq filters the peaks by a background model rather than q values. Thus, it cannot generate q value. And my project doesn't really need the q value.

But your answer is very helpful. Thank you again!

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