Identification of transcription factor binding sites using ATAC-seq.

Abstract:

:Transposase-Accessible Chromatin followed by sequencing (ATAC-seq) is a simple protocol for detection of open chromatin. Computational footprinting, the search for regions with depletion of cleavage events due to transcription factor binding, is poorly understood for ATAC-seq. We propose the first footprinting method considering ATAC-seq protocol artifacts. HINT-ATAC uses a position dependency model to learn the cleavage preferences of the transposase. We observe strand-specific cleavage patterns around transcription factor binding sites, which are determined by local nucleosome architecture. By incorporating all these biases, HINT-ATAC is able to significantly outperform competing methods in the prediction of transcription factor binding sites with footprints.

journal_name

Genome Biol

journal_title

Genome biology

authors

Li Z,Schulz MH,Look T,Begemann M,Zenke M,Costa IG

doi

10.1186/s13059-019-1642-2

subject

Has Abstract

pub_date

2019-02-26 00:00:00

pages

45

issue

1

eissn

1474-7596

issn

1474-760X

pii

10.1186/s13059-019-1642-2

journal_volume

20

pub_type

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