CAME: identification of chromatin accessibility from nucleosome occupancy and methylome sequencing
Author(s) -
Yongjun Piao,
Seong Keon Lee,
Eun-Joon Lee,
Keith D. Robertson,
Huidong Shi,
Keun Ho Ryu,
JeongHyeon Choi
Publication year - 2016
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/btw785
Subject(s) - chromatin , nucleosome , chia pet , epigenetics , computational biology , epigenomics , biology , dna methylation , genetics , gene , gene expression
Chromatin accessibility plays a key role in epigenetic regulation of gene activation and silencing. Open chromatin regions allow regulatory elements such as transcription factors and polymerases to bind for gene expression while closed chromatin regions prevent the activity of transcriptional machinery. Recently, Methyltransferase Accessibility Protocol for individual templates-Bisulfite Genome Sequencing (MAPit-BGS) and nucleosome occupancy and methylome sequencing (NOMe-seq) have been developed for simultaneously profiling chromatin accessibility and DNA methylation on single molecules. Therefore, there is a great demand in developing computational methods to identify chromatin accessibility from MAPit-BGS and NOMe-seq.
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