Noise in gene expression is coupled to growth rate

被引:61
作者
Keren, Leeat [1 ,2 ,3 ]
van Dijk, David [1 ,2 ,4 ]
Weingarten-Gabbay, Shira [1 ,2 ]
Davidi, Dan [3 ]
Jona, Ghil [5 ]
Weinberger, Adina [1 ,2 ]
Milo, Ron [3 ]
Segal, Eran [1 ,2 ]
机构
[1] Weizmann Inst Sci, Dept Comp Sci & Appl Math, IL-76100 Rehovot, Israel
[2] Weizmann Inst Sci, Dept Mol Cell Biol, IL-76100 Rehovot, Israel
[3] Weizmann Inst Sci, Dept Plant & Environm Sci, IL-76100 Rehovot, Israel
[4] Columbia Univ, Dept Biol Sci, Dept Syst Biol, New York, NY 10027 USA
[5] Weizmann Inst Sci, Biol Serv Unit, IL-76100 Rehovot, Israel
基金
欧洲研究理事会; 美国国家卫生研究院;
关键词
SACCHAROMYCES-CEREVISIAE; CELL-CYCLE; ESCHERICHIA-COLI; REGULATED GENES; VARIABILITY; IDENTIFICATION; STOCHASTICITY; TRANSCRIPTOME; ARCHITECTURE; PROTEOME;
D O I
10.1101/gr.191635.115
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
Genetically identical cells exposed to the same environment display variability in gene expression (noise), with important consequences for the fidelity of cellular regulation and biological function. Although population average gene expression is tightly coupled to growth rate, the effects of changes in environmental conditions on expression variability are not known. Here, we measure the single-cell expression distributions of approximately 900 Saccharomyces cerevisiae promoters across four environmental conditions using flow cytometry, and find that gene expression noise is tightly coupled to the environment and is generally higher at lower growth rates. Nutrient-poor conditions, which support lower growth rates, display elevated levels of noise for most promoters, regardless of their specific expression values. We present a simple model of noise in expression that results from having an asynchronous population, with cells at different cell-cycle stages, and with different partitioning of the cells between the stages at different growth rates. This model predicts non-monotonic global changes in noise at different growth rates as well as overall higher variability in expression for cell-cycle regulated genes in all conditions. The consistency between this model and our data, as well as with noise measurements of cells growing in a chemostat at well-defined growth rates, suggests that cell-cycle heterogeneity is a major contributor to gene expression noise. Finally, we identify gene and promoter features that play a role in gene expression noise across conditions. Our results show the existence of growth-related global changes in gene expression noise and suggest their potential phenotypic implications.
引用
收藏
页码:1893 / 1902
页数:10
相关论文
共 63 条
  • [21] Dissecting specific and global transcriptional regulation of bacterial gene expression
    Gerosa, Luca
    Kochanowski, Karl
    Heinemann, Matthias
    Sauer, Uwe
    [J]. MOLECULAR SYSTEMS BIOLOGY, 2013, 9
  • [22] Genetic networks controlling the initiation of sporulation and the development of genetic competence in Bacillus subtilis
    Grossman, AD
    [J]. ANNUAL REVIEW OF GENETICS, 1995, 29 : 477 - 508
  • [23] A pathway and genetic factors contributing to elevated gene expression noise in stationary phase
    Guido, Nicholas J.
    Lee, Philina
    Wang, Xiao
    Elston, Timothy C.
    Collins, J. J.
    [J]. BIOPHYSICAL JOURNAL, 2007, 93 (11) : L55 - L57
  • [24] Noise-mean relationship in mutated promoters
    Hornung, Gil
    Bar-Ziv, Raz
    Rosin, Dalia
    Tokuriki, Nobuhiko
    Tawfik, Dan S.
    Oren, Moshe
    Barkai, Naama
    [J]. GENOME RESEARCH, 2012, 22 (12) : 2409 - 2417
  • [25] A genome-wide housekeeping role for TFIID and a highly regulated stress-related role for SAGA in Saccharomyces cerevisiae
    Huisinga, KL
    Pugh, BF
    [J]. MOLECULAR CELL, 2004, 13 (04) : 573 - 585
  • [26] Ingraham J.L., 1983, GROWTH BACTERIAL CEL
  • [27] JOHNSTON GC, 1979, J BACTERIOL, V137, P1
  • [28] Promoter architecture dictates cell-to-cell variability in gene expression
    Jones, Daniel L.
    Brewster, Robert C.
    Phillips, Rob
    [J]. SCIENCE, 2014, 346 (6216) : 1533 - 1536
  • [29] Heritable stochastic switching revealed by single-cell genealogy
    Kaufmann, Benjamin B.
    Yang, Qiong
    Mettetal, Jerome T.
    van Oudenaarden, Alexander
    [J]. PLOS BIOLOGY, 2007, 5 (09) : 1973 - 1980
  • [30] Promoters maintain their relative activity levels under different growth conditions
    Keren, Leeat
    Zackay, Ora
    Lotan-Pompan, Maya
    Barenholz, Uri
    Dekel, Erez
    Sasson, Vered
    Aidelberg, Guy
    Bren, Anat
    Zeevi, Danny
    Weinberger, Adina
    Alon, Uri
    Milo, Ron
    Segal, Eran
    [J]. MOLECULAR SYSTEMS BIOLOGY, 2013, 9