Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome

被引:6
作者
Dang, Dachang [1 ]
Zhang, Shao-Wu [1 ]
Duan, Ran [2 ]
Zhang, Shihua [3 ,4 ,5 ,6 ]
机构
[1] Northwestern Polytech Univ, Sch Automat, Key Lab Informat Fus Technol, Minist Educ, Xian 710072, Peoples R China
[2] Yunnan Univ, Dept Software Engn, Kunming 650500, Peoples R China
[3] Chinese Acad Sci, Acad Math & Syst Sci, NCMIS, CEMS,RCSDS, Beijing 100190, Peoples R China
[4] Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China
[5] Chinese Acad Sci, Ctr Excellence Anim Evolut & Genet, Kunming 650223, Peoples R China
[6] Univ Chinese Acad Sci, Hangzhou Inst Adv Study, Sch Life Sci, Key Lab Syst Hlth Sci Zhejiang Prov, Hangzhou 310024, Peoples R China
基金
中国国家自然科学基金;
关键词
CHROMATIN DOMAINS; COMPUTATIONAL METHODS; REVEALS; IDENTIFICATION; ARCHITECTURE; PRINCIPLES; STATE;
D O I
10.1101/gr.277187.122
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Topologically associating domains (TADs) have emerged as basic structural and functional units of genome organization and have been determined by many computational methods from Hi-C contact maps. However, the TADs obtained by different methods vary greatly, which makes the accurate determination of TADs a challenging issue and hinders subsequent biological analyses about their organization and functions. Obvious inconsistencies among the TADs identified by different methods indeed make the statistical and biological properties of TADs overly depend on the chosen method rather than on the data. To this end, we use the consensus structural information captured by these methods to define the TAD separation landscape for decoding the consensus domain organization of the 3D genome. We show that the TAD separation landscape could be used to compare domain boundaries across multiple cell types for discovering conserved and divergent topological structures, decipher three types of boundary regions with diverse biological features, and identify consensus TADs (ConsTADs). We illustrate that these analyses could deepen our understanding of the relationships between the topological domains and chromatin states, gene expression, and DNA replication timing.
引用
收藏
页码:386 / 400
页数:15
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