Generation of Single-Cell Transcript Variability by Repression

被引:30
作者
Antolovic, Vlatka [1 ,2 ]
Miermont, Agnes [1 ,2 ]
Corrigan, Adam M. [1 ,2 ]
Chubb, Jonathan R. [1 ,2 ]
机构
[1] UCL, Lab Mol Cell Biol, Gower St, London WC1E 6BT, England
[2] UCL, Div Cell & Dev Biol, Gower St, London WC1E 6BT, England
基金
英国惠康基金; 英国生物技术与生命科学研究理事会;
关键词
STOCHASTIC GENE-EXPRESSION; DICTYOSTELIUM; FATE; DYNAMICS;
D O I
10.1016/j.cub.2017.05.028
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
Gene expression levels vary greatly within similar cells, even within clonal cell populations [1]. These spontaneous expression differences underlie cell fate diversity in both differentiation and disease [2]. The mechanisms responsible for generating expression variability are poorly understood. Using single-cell transcriptomics, we show that transcript variability emerging during Dictyostelium differentiation is driven predominantly by repression rather than activation. The increased variability of repressed genes was observed over a broad range of expression levels, indicating that variability is actively imposed and not a passive statistical effect of the reduced numbers of molecules accompanying repression. These findings can be explained by a simple model of transcript production, with expression controlled by the frequency, rather than the magnitude, of transcriptional firing events. Our study reveals that the generation of differences between cells can be a direct consequence of the basic mechanisms of transcriptional regulation.
引用
收藏
页码:1811 / +
页数:10
相关论文
共 31 条
[1]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[2]   Cell population structure prior to bifurcation predicts efficiency of directed differentiation in human induced pluripotent cells [J].
Bargaje, Rhishikesh ;
Trachanaa, Kalliopi ;
Shelton, Martin N. ;
McGinnis, Christopher S. ;
Zhou, Joseph X. ;
Chadick, Cora ;
Cook, Savannah ;
Cavanaugh, Christopher ;
Huang, Sui ;
Hood, Leroy .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (09) :2271-2276
[3]   dictyBase 2015: Expanding data and annotations in a new software environment [J].
Basu, Siddhartha ;
Fey, Petra ;
Jimenez-Morales, David ;
Dodson, Robert J. ;
Chisholm, Rex L. .
GENESIS, 2015, 53 (08) :523-534
[4]   GENETIC AND PHYSIOLOGICAL MODULATION OF THE PRESTARVATION RESPONSE IN DICTYOSTELIUM-DISCOIDEUM [J].
BURDINE, V ;
CLARKE, M .
MOLECULAR BIOLOGY OF THE CELL, 1995, 6 (03) :311-325
[5]   Nucleocytoplasmic Shuttling of a GATA Transcription Factor Functions as a Development Timer [J].
Cai, Huaqing ;
Katoh-Kurasawa, Mariko ;
Muramoto, Tetsuya ;
Santhanam, Balaji ;
Long, Yu ;
Li, Lei ;
Ueda, Masahiro ;
Iglesias, Pablo A. ;
Shaulsky, Gad ;
Devreotes, Peter N. .
SCIENCE, 2014, 343 (6177) :1329-+
[6]   Frequency-modulated nuclear localization bursts coordinate gene regulation [J].
Cai, Long ;
Dalal, Chiraj K. ;
Elowitz, Michael B. .
NATURE, 2008, 455 (7212) :485-U16
[7]   Unusual combinatorial involvement of poly-A/T tracts in organizing genes and chromatin in Dictyostelium [J].
Chang, Gue Su ;
Noegel, Angelika A. ;
Mavrich, Travis N. ;
Mueller, Rolf ;
Tomsho, Lynn ;
Ward, Elissa ;
Felder, Marius ;
Jiang, Cizhong ;
Eichinger, Ludwig ;
Gloeckner, Gernot ;
Schuster, Stephan C. ;
Pugh, B. Franklin .
GENOME RESEARCH, 2012, 22 (06) :1098-1106
[8]   Transcriptional pulsing of a developmental gene [J].
Chubb, JR ;
Trcek, T ;
Shenoy, SM ;
Singer, RH .
CURRENT BIOLOGY, 2006, 16 (10) :1018-1025
[9]   A continuum model of transcriptional bursting [J].
Corrigan, Adam M. ;
Tunnacliffe, Edward ;
Cannon, Danielle ;
Chubb, Jonathan R. .
ELIFE, 2016, 5
[10]   Regulation of Transcriptional Bursting by a Naturally Oscillating Signal [J].
Corrigan, Adam M. ;
Chubb, Jonathan R. .
CURRENT BIOLOGY, 2014, 24 (02) :205-211