Filtering scATAC seq peaks based on MACs2 scores
Hello,
I am using scATACseq from the catlas. I would like to select some open chromatin regions (OCRs) in given cell types. Catlas provide these OCRs as follow:
#chrom start end id score
chr1 180570 181069 cCRE_2 65.884831996234
chr1 633780 634279 cCRE_7 90640.346231263
chr1 778387 778886 cCRE_8 369.014168253344
chr1 827320 827819 cCRE_14 50.392152324195
chr1 904491 904990 cCRE_24 29.9988771375576
chr1 940078 940577 cCRE_34 13.7404112137246
chr1 1019289 1019788 cCRE_46 56.5497501656823
chr1 1019854 1020353 cCRE_47 16.0218937141982
From what I grasped, these scores were obtained with Macs2 and would correspond to -log10(pvalue). But the values seem quite high to me... Am I missing something there ? And if I am not, is there a general recommendation on a threshold to apply to these scores ?
Thanks in advance,
Raphaël
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