Literature DB >> 16199522

Delay-induced stochastic oscillations in gene regulation.

Dmitri Bratsun1, Dmitri Volfson, Lev S Tsimring, Jeff Hasty.   

Abstract

The small number of reactant molecules involved in gene regulation can lead to significant fluctuations in intracellular mRNA and protein concentrations, and there have been numerous recent studies devoted to the consequences of such noise at the regulatory level. Theoretical and computational work on stochastic gene expression has tended to focus on instantaneous transcriptional and translational events, whereas the role of realistic delay times in these stochastic processes has received little attention. Here, we explore the combined effects of time delay and intrinsic noise on gene regulation. Beginning with a set of biochemical reactions, some of which are delayed, we deduce a truncated master equation for the reactive system and derive an analytical expression for the correlation function and power spectrum. We develop a generalized Gillespie algorithm that accounts for the non-Markovian properties of random biochemical events with delay and compare our analytical findings with simulations. We show how time delay in gene expression can cause a system to be oscillatory even when its deterministic counterpart exhibits no oscillations. We demonstrate how such delay-induced instabilities can compromise the ability of a negative feedback loop to reduce the deleterious effects of noise. Given the prevalence of negative feedback in gene regulation, our findings may lead to new insights related to expression variability at the whole-genome scale.

Mesh:

Year:  2005        PMID: 16199522      PMCID: PMC1253555          DOI: 10.1073/pnas.0503858102

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


  35 in total

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2.  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

3.  Regulation of noise in the expression of a single gene.

Authors:  Ertugrul M Ozbudak; Mukund Thattai; Iren Kurtser; Alan D Grossman; Alexander van Oudenaarden
Journal:  Nat Genet       Date:  2002-04-22       Impact factor: 38.330

4.  A specificity-enhancing factor for the ClpXP degradation machine.

Authors:  I Levchenko; M Seidel; R T Sauer; T A Baker
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5.  Intrinsic and extrinsic contributions to stochasticity in gene expression.

Authors:  Peter S Swain; Michael B Elowitz; Eric D Siggia
Journal:  Proc Natl Acad Sci U S A       Date:  2002-09-17       Impact factor: 11.205

6.  Control of stochasticity in eukaryotic gene expression.

Authors:  Jonathan M Raser; Erin K O'Shea
Journal:  Science       Date:  2004-05-27       Impact factor: 47.728

7.  Evolution of probability densities in stochastic coupled map lattices.

Authors: 
Journal:  Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics       Date:  1995-08

8.  Delayed random walks.

Authors: 
Journal:  Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics       Date:  1995-09

9.  Comparison of classical and autogenous systems of regulation in inducible operons.

Authors:  M A Savageau
Journal:  Nature       Date:  1974-12-13       Impact factor: 49.962

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Authors:  C Talora; L Franchi; H Linden; P Ballario; G Macino
Journal:  EMBO J       Date:  1999-09-15       Impact factor: 11.598

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  105 in total

1.  Costs and constraints from time-delayed feedback in small gene regulatory motifs.

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Journal:  Proc Natl Acad Sci U S A       Date:  2010-04-19       Impact factor: 11.205

2.  Counter-intuitive stochastic behavior of simple gene circuits with negative feedback.

Authors:  Tatiana T Marquez-Lago; Jörg Stelling
Journal:  Biophys J       Date:  2010-05-19       Impact factor: 4.033

3.  Design of regulation and dynamics in simple biochemical pathways.

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Journal:  J Math Biol       Date:  2010-10-19       Impact factor: 2.259

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Authors:  Oliver Purcell; Nigel J Savery; Claire S Grierson; Mario di Bernardo
Journal:  J R Soc Interface       Date:  2010-06-30       Impact factor: 4.118

5.  Maximum Caliber Can Build and Infer Models of Oscillation in a Three-Gene Feedback Network.

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Journal:  J Phys Chem B       Date:  2019-01-09       Impact factor: 2.991

6.  Control of Streptococcus pyogenes virulence: modeling of the CovR/S signal transduction system.

Authors:  Alexander Y Mitrophanov; Gordon Churchward; Mark Borodovsky
Journal:  J Theor Biol       Date:  2006-11-21       Impact factor: 2.691

7.  Fine-tuning anti-tumor immunotherapies via stochastic simulations.

Authors:  Giulio Caravagna; Roberto Barbuti; Alberto d'Onofrio
Journal:  BMC Bioinformatics       Date:  2012-03-28       Impact factor: 3.169

8.  Internal noise-sustained circadian rhythms in a Drosophila model.

Authors:  Qianshu Li; Xiufeng Lang
Journal:  Biophys J       Date:  2007-11-09       Impact factor: 4.033

9.  Perfect sampling of the master equation for gene regulatory networks.

Authors:  Martin Hemberg; Mauricio Barahona
Journal:  Biophys J       Date:  2007-04-27       Impact factor: 4.033

10.  Stochastic simulation of structured skin cell population dynamics.

Authors:  Shinji Nakaoka; Kazuyuki Aihara
Journal:  J Math Biol       Date:  2012-12-20       Impact factor: 2.259

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