BINOCh: binding inference from nucleosome occupancy changes
Author(s) -
Clifford A. Meyer,
Housheng Hansen He,
Myles Brown,
X. Shirley Liu
Publication year - 2011
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btr279
Subject(s) - nucleosome , occupancy , enhancer , python (programming language) , histone , computational biology , mit license , biology , transcription factor , r package , dna binding site , transcription (linguistics) , software , genetics , computer science , dna , promoter , gene , gene expression , programming language , ecology , linguistics , philosophy
Transcription factor binding events are frequently associated with a pattern of nucleosome occupancy changes in which nucleosomes flanking the binding site increase in occupancy, while those in the vicinity of the binding site itself are displaced. Genome-wide information on enhancer proximal nucleosome occupancy can be readily acquired using ChIP-seq targeting enhancer-related histone modifications such as H3K4me2. Here, we present a software package, BINOCh that allows biologists to use such data to infer the identity of key transcription factors that regulate the response of a cell to a stimulus or determine a program of differentiation.
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