ChiCMaxima: a robust and simple pipeline for detection and visualization of chromatin looping in Capture Hi-C

被引:21
作者
Ben Zouari, Yousra [1 ,2 ,3 ,4 ]
Molitor, Anne M. [1 ,2 ,3 ,4 ]
Sikorska, Natalia [1 ,2 ,3 ,4 ]
Pancaldi, Vera [5 ,6 ,7 ]
Sexton, Tom [1 ,2 ,3 ,4 ]
机构
[1] Inst Genet & Mol & Cellular Biol IGBMC, Illkirch Graffenstaden, France
[2] CNRS UMR7104, Illkirch Graffenstaden, France
[3] INSERM U1258, Illkirch Graffenstaden, France
[4] Univ Strasbourg, Illkirch Graffenstaden, France
[5] CRCT, INSERM U1037, Toulouse, France
[6] Univ Paul Sabatier III, Toulouse, France
[7] Barcelona Supercomp Ctr, Barcelona, Spain
基金
欧洲研究理事会;
关键词
Promoter-enhancer interactions; Chromatin loops; Capture Hi-C; Biological replicates; Gene regulation; Chromatin assortativity; FUNCTIONAL-ORGANIZATION; REGULATORY LANDSCAPES; PROMOTER CONTACTS; HIGH-RESOLUTION; GENOME; PRINCIPLES; ENHANCERS; REVEAL; METHYLATION; HUNDREDS;
D O I
10.1186/s13059-019-1706-3
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Capture Hi-C (CHi-C) is a new technique for assessing genome organization based on chromosome conformation capture coupled to oligonucleotide capture of regions of interest, such as gene promoters. Chromatin loop detection is challenging because existing Hi-C/4C-like tools, which make different assumptions about the technical biases presented, are often unsuitable. We describe a new approach, ChiCMaxima, which uses local maxima combined with limited filtering to detect DNA looping interactions, integrating information from biological replicates. ChiCMaxima shows more stringency and robustness compared to previously developed tools. The tool includes a GUI browser for flexible visualization of CHi-C profiles alongside epigenomic tracks.
引用
收藏
页数:19
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