ATAC-pipe: general analysis of genome-wide chromatin accessibility

被引:22
作者
Zuo, Zuqi [1 ]
Jin, Yonghao [1 ]
Zhang, Wen [1 ]
Lu, Yichen [1 ]
Li, Bin [1 ]
Qu, Kun [1 ]
机构
[1] Univ Sci & Technol China, Sch Life Sci, Hefei Natl Lab Phys Sci Microscale, CAS Key Lab Innate Immun & Chron Dis, Hefei 230027, Peoples R China
基金
中国国家自然科学基金;
关键词
ATAC; chromatin accessibility; transcription factor; regulatory network; TRANSCRIPTION; LANDSCAPE; REVEALS;
D O I
10.1093/bib/bby056
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Assay of Transposase-Accessible Chromatin by deep sequencing (ATAC-seq) has been widely used to profile the chromatin accessibility genome-wide. For the absence of an integrated scheme for deep data mining of specific biological issues, here we present ATAC-pipe, an efficient pipeline for general analysis of chromatin accessibility data obtained from ATAC-seq experiments. ATAC-pipe captures information includes not only the quality of original data and genome-wide chromatin accessibility but also signatures of significant differential peaks, transcription factor (TF) occupancy and nucleosome positions around regulatory sites. In addition, ATAC-pipe automatically converts statistic results into intuitive plots at publication quality, such as the read length distribution, heatmaps of sample clustering and cell-type-specific regulatory elements, enriched TF occupancy with motifs footprints and TF-driven regulatory networks. ATAC-pipe provides convenient workflow for researchers to study chromatin accessibility and gene regulation.
引用
收藏
页码:1934 / 1943
页数:10
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