The emergence of lineage-specific chromosomal topologies from coordinate gene regulation

被引:73
作者
Rajapakse, Indika [1 ,2 ]
Perlman, Michael D. [3 ]
Scalzo, David [1 ]
Kooperberg, Charles [2 ]
Groudine, Mark [1 ,4 ]
Kosak, Steven T. [5 ]
机构
[1] Fred Hutchinson Canc Res Ctr, Div Basic Sci, Seattle, WA 98109 USA
[2] Fred Hutchinson Canc Res Ctr, Dept Biostat & Biomath, Seattle, WA 98109 USA
[3] Univ Washington, Dept Stat, Seattle, WA 98195 USA
[4] Univ Washington, Sch Med, Dept Radiat Oncol, Seattle, WA 98195 USA
[5] Northwestern Univ, Feinberg Sch Med, Dept Cell & Mol Biol, Chicago, IL 60611 USA
基金
美国国家卫生研究院;
关键词
cellular differentiation; chromosomal organization; coregulated gene expression; distance matrices; networks; EMBRYONIC STEM-CELLS; COMPLEX NETWORKS; ORGANIZATION; DIFFERENTIATION; SYNCHRONIZATION;
D O I
10.1073/pnas.0900986106
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
Although the importance of chromosome organization during mitosis is clear, it remains to be determined whether the nucleus assumes other functionally relevant chromosomal topologies. We have previously shown that homologous chromosomes have a tendency to associate during hematopoiesis according to their distribution of coregulated genes, suggesting cell-specific nuclear organization. Here, using the mathematical approaches of distance matrices and coupled oscillators, we model the dynamic relationship between gene expression and chromosomal associations during the differentiation of a multipotential hematopoietic progenitor. Our analysis reveals dramatic changes in total genomic order: Commitment of the progenitor results in an initial increase in entropy at both the level of gene coregulation and chromosomal organization, which we suggest represents a phase transition, followed by a progressive decline in entropy during differentiation. The stabilization of a highly ordered state in the differentiated cell types results in lineage-specific chromosomal topologies and is related to the emergence of coherence-or self-organization-between chromosomal associations and coordinate gene regulation. We discuss how these observations may be generally relevant to cell fate decisions encountered by progenitor/stem cells.
引用
收藏
页码:6679 / 6684
页数:6
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