Functional organization of the human 4D Nucleome

被引:77
作者
Chen, Haiming [1 ]
Chen, Jie [1 ,2 ]
Muir, Lindsey A. [3 ]
Ronquist, Scott [1 ]
Meixner, Walter [1 ]
Ljungman, Mats [4 ,5 ]
Ried, Thomas [6 ]
Smale, Stephen [7 ,8 ]
Rajapakse, Indika [1 ,5 ,9 ]
机构
[1] Univ Michigan, Sch Med, Dept Computat Med Bioinformat, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Sch Med, Dept Pediat Pulm Med, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Dept Radiat Oncol, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Sch Med, Translat Oncol Program, Ann Arbor, MI 48109 USA
[6] NCI, Ctr Canc Res, NIH, Bethesda, MD 20892 USA
[7] City Univ Hong Kong, Dept Math, Hong Kong 999077, Hong Kong, Peoples R China
[8] Univ Calif Berkeley, Dept Math, Berkeley, CA 94720 USA
[9] Univ Michigan, Dept Math, Coll Literature Sci & Arts, Ann Arbor, MI 48109 USA
关键词
4D Nucleome; networks; Laplacian; interphase nucleus; phase plane; LONG-RANGE INTERACTIONS; HUMAN GENOME; TOPOLOGICAL DOMAINS; RNA-SEQ; CHROMATIN; PRINCIPLES; CELLS; MAP;
D O I
10.1073/pnas.1505822112
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The 4D organization of the interphase nucleus, or the 4D Nucleome (4DN), reflects a dynamical interaction between 3D genome structure and function and its relationship to phenotype. We present initial analyses of the human 4DN, capturing genome-wide structure using chromosome conformation capture and 3D imaging, and function using RNA-sequencing. We introduce a quantitative index that measures underlying topological stability of a genomic region. Our results show that structural features of genomic regions correlate with function with surprising persistence over time. Furthermore, constructing genome-wide gene-level contact maps aided in identifying gene pairs with high potential for coregulation and colocalization in a manner consistent with expression via transcription factories. We additionally use 2D phase planes to visualize patterns in 4DN data. Finally, we evaluated gene pairs within a circadian gene module using 3D imaging, and found periodicity in the movement of clock circadian regulator and period circadian clock 2 relative to each other that followed a circadian rhythm and entrained with their expression.
引用
收藏
页码:8002 / 8007
页数:6
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