Literature DB >> 9023339

Stochastic mechanisms in gene expression.

H H McAdams, A Arkin.   

Abstract

In cellular regulatory networks, genetic activity is controlled by molecular signals that determine when and how often a given gene is transcribed. In genetically controlled pathways, the protein product encoded by one gene often regulates expression of other genes. The time delay, after activation of the first promoter, to reach an effective level to control the next promoter depends on the rate of protein accumulation. We have analyzed the chemical reactions controlling transcript initiation and translation termination in a single such "genetically coupled" link as a precursor to modeling networks constructed from many such links. Simulation of the processes of gene expression shows that proteins are produced from an activated promoter in short bursts of variable numbers of proteins that occur at random time intervals. As a result, there can be large differences in the time between successive events in regulatory cascades across a cell population. In addition, the random pattern of expression of competitive effectors can produce probabilistic outcomes in switching mechanisms that select between alternative regulatory paths. The result can be a partitioning of the cell population into different phenotypes as the cells follow different paths. There are numerous unexplained examples of phenotypic variations in isogenic populations of both prokaryotic and eukaryotic cells that may be the result of these stochastic gene expression mechanisms.

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Year:  1997        PMID: 9023339      PMCID: PMC19596          DOI: 10.1073/pnas.94.3.814

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  24 in total

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Journal:  J Mol Biol       Date:  1977-07       Impact factor: 5.469

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Journal:  Birth Defects Orig Artic Ser       Date:  1978

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Journal:  J Bacteriol       Date:  1984-08       Impact factor: 3.490

Review 9.  Does replication-induced transcription regulate synthesis of the myriad low copy number proteins of Escherichia coli?

Authors:  P Guptasarma
Journal:  Bioessays       Date:  1995-11       Impact factor: 4.345

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Journal:  EMBO J       Date:  1982       Impact factor: 11.598

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  438 in total

1.  Computation, prediction, and experimental tests of fitness for bacteriophage T7 mutants with permuted genomes.

Authors:  D Endy; L You; J Yin; I J Molineux
Journal:  Proc Natl Acad Sci U S A       Date:  2000-05-09       Impact factor: 11.205

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Authors:  J Paulsson; O G Berg; M Ehrenberg
Journal:  Proc Natl Acad Sci U S A       Date:  2000-06-20       Impact factor: 11.205

3.  Noise-based switches and amplifiers for gene expression.

Authors:  J Hasty; J Pradines; M Dolnik; J J Collins
Journal:  Proc Natl Acad Sci U S A       Date:  2000-02-29       Impact factor: 11.205

4.  Fluctuations in repressor control: thermodynamic constraints on stochastic focusing.

Authors:  O G Berg; J Paulsson; M Ehrenberg
Journal:  Biophys J       Date:  2000-12       Impact factor: 4.033

5.  Stochasticity in transcriptional regulation: origins, consequences, and mathematical representations.

Authors:  T B Kepler; T C Elston
Journal:  Biophys J       Date:  2001-12       Impact factor: 4.033

6.  Robustness of circadian rhythms with respect to molecular noise.

Authors:  Didier Gonze; José Halloy; Albert Goldbeter
Journal:  Proc Natl Acad Sci U S A       Date:  2002-01-15       Impact factor: 11.205

7.  Intrinsic noise in gene regulatory networks.

Authors:  M Thattai; A van Oudenaarden
Journal:  Proc Natl Acad Sci U S A       Date:  2001-07-03       Impact factor: 11.205

8.  Explaining mortality rate plateaus.

Authors:  J S Weitz; H B Fraser
Journal:  Proc Natl Acad Sci U S A       Date:  2001-12-18       Impact factor: 11.205

9.  Reverse engineering gene networks using singular value decomposition and robust regression.

Authors:  M K Stephen Yeung; Jesper Tegnér; James J Collins
Journal:  Proc Natl Acad Sci U S A       Date:  2002-04-30       Impact factor: 11.205

10.  Computational cell biology in the post-genomic era.

Authors:  A Levchenko
Journal:  Mol Biol Rep       Date:  2001       Impact factor: 2.316

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