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Peak Calling For Non-Chip Data?

I want to call peaks for a nucleosome density signal from the ENCODE dataset. Is it ok to use a package like MACS to do so, or are there underlying assumptions to such packages that I am overlooking?

Thanks!

EDIT: Upon further inspection, the data I want to call peaks for is in the .bigWig file format. Any way to call peaks on such a format? (i.e. converting it to a .bed file?)

macs peak-calling encode

Why don't you want to use ENCODE's peak calls ?

As far as I can tell, peak calls are not published for the Nucleosome position dataset. (I'd love to be proven wrong, however!)

2 answers

I'd take a look at this very recent publication (http://www.nature.com/nbt/journal/vaop/ncurrent/full/nbt.2596.html) which I haven't tried yet but am about to do.

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