Dynamic Heterogeneity and DNA Methylation in Embryonic Stem Cells

被引:219
作者
Singer, Zakary S. [1 ]
Yong, John [2 ]
Tischler, Julia [8 ]
Hackett, Jamie A. [8 ]
Altinok, Alphan [2 ,3 ]
Surani, M. Azim [8 ]
Cai, Long [4 ,5 ]
Elowitz, Michael B. [2 ,6 ,7 ]
机构
[1] CALTECH, Pasadena, CA 91125 USA
[2] CALTECH, Div Biol, Pasadena, CA 91125 USA
[3] CALTECH, Biol Network Modeling Ctr, Pasadena, CA 91125 USA
[4] CALTECH, Program Biochem & Mol Biophys, Pasadena, CA 91125 USA
[5] CALTECH, Div Chem & Chem Engn, Pasadena, CA 91125 USA
[6] CALTECH, Howard Hughes Med Inst, Pasadena, CA 91125 USA
[7] CALTECH, Dept Appl Phys, Pasadena, CA 91125 USA
[8] Univ Cambridge, Wellcome Trust Canc Res UK Gurdon Inst, Cambridge CB2 1QN, England
基金
美国国家卫生研究院; 英国惠康基金;
关键词
STOCHASTIC GENE-EXPRESSION; GROUND-STATE PLURIPOTENCY; SINGLE-CELL; NAIVE PLURIPOTENCY; SELF-RENEWAL; MAMMALIAN DEVELOPMENT; IN-SITU; NOISE; NANOG; DIFFERENTIATION;
D O I
10.1016/j.molcel.2014.06.029
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
Cell populations can be strikingly heterogeneous, composed of multiple cellular states, each exhibiting stochastic noise in its gene expression. A major challenge is to disentangle these two types of variability and to understand the dynamic processes and mechanisms that control them. Embryonic stem cells (ESCs) provide an ideal model system to address this issue because they exhibit heterogeneous and dynamic expression of functionally important regulatory factors. We analyzed gene expression in individual ESCs using single-molecule RNA-FISH and quantitative time-lapse movies. These data discriminated stochastic switching between two coherent (correlated) gene expression states and burst-like transcriptional noise. We further showed that the "2i" signaling pathway inhibitors modulate both types of variation. Finally, we found that DNA methylation plays a key role in maintaining these metastable states. Together, these results show how ESC gene expression states and dynamics arise from a combination of intrinsic noise, coherent cellular states, and epigenetic regulation.
引用
收藏
页码:319 / 331
页数:13
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