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
[41]   Dissecting timing variability in yeast meiosis [J].
Nachman, Iftach ;
Regev, Aviv ;
Ramanathan, Sharad .
CELL, 2007, 131 (03) :544-556
[42]   Single-cell proteomic analysis of S-cerevisiae reveals the architecture of biological noise [J].
Newman, John R. S. ;
Ghaemmaghami, Sina ;
Ihmels, Jan ;
Breslow, David K. ;
Noble, Matthew ;
DeRisi, Joseph L. ;
Weissman, Jonathan S. .
NATURE, 2006, 441 (7095) :840-846
[43]   Cell cycle population effects in perturbation studies [J].
O'Duibhir, Eoghan ;
Lijnzaad, Philip ;
Benschop, Joris J. ;
Lenstra, Tineke L. ;
van Leenen, Dik ;
Koerkamp, Marian J. A. Groot ;
Margaritis, Thanasis ;
Brok, Mariel O. ;
Kemmeren, Patrick ;
Holstege, Frank C. P. .
MOLECULAR SYSTEMS BIOLOGY, 2014, 10 (06)
[44]   PATTERNS OF PROTEIN-SYNTHESIS IN ESCHERICHIA-COLI - CATALOG OF AMOUNT OF 140 INDIVIDUAL PROTEINS AT DIFFERENT GROWTH-RATES [J].
PEDERSEN, S ;
BLOCH, PL ;
REEH, S ;
NEIDHARDT, FC .
CELL, 1978, 14 (01) :179-190
[45]   Noise propagation in gene networks [J].
Pedraza, JM ;
van Oudenaarden, A .
SCIENCE, 2005, 307 (5717) :1965-1969
[46]   Nature, Nurture, or Chance: Stochastic Gene Expression and Its Consequences [J].
Raj, Arjun ;
van Oudenaarden, Alexander .
CELL, 2008, 135 (02) :216-226
[47]   Control, exploitation and tolerance of intracellular noise [J].
Rao, CV ;
Wolf, DM ;
Arkin, AP .
NATURE, 2002, 420 (6912) :231-237
[48]   Control of stochasticity in eukaryotic gene expression [J].
Raser, JM ;
O'Shea, EK .
SCIENCE, 2004, 304 (5678) :1811-1814
[49]   Manipulating nucleosome disfavoring sequences allows fine-tune regulation of gene expression in yeast [J].
Raveh-Sadka, Tali ;
Levo, Michal ;
Shabi, Uri ;
Shany, Boaz ;
Keren, Leeat ;
Lotan-Pompan, Maya ;
Zeevi, Danny ;
Sharon, Eilon ;
Weinberger, Adina ;
Segal, Eran .
NATURE GENETICS, 2012, 44 (07) :743-U163
[50]   Growth-rate regulated genes have profound impact on interpretation of transcriptome profiling in Saccharomyces cerevisiae [J].
Regenberg, Birgitte ;
Grotkjaer, Thomas ;
Winther, Ole ;
Fausboll, Anders ;
Akesson, Mats ;
Bro, Christoffer ;
Hansen, Lars Kai ;
Brunak, Soren ;
Nielsen, Jens .
GENOME BIOLOGY, 2006, 7 (11)