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PMID: 16199522 Published · ppublish English Comparative Study Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S. Research Support, U.S. Gov't, P.H.S.

Delay-induced stochastic oscillations in gene regulation.

Bratsun D, Volfson D, Tsimring LS, Hasty J

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 Terms
Algorithms Biological Clocks/physiology Computer Simulation Feedback, Physiological/physiology Gene Expression Regulation Models, Chemical Stochastic Processes Time Factors
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Bratsun Dmitri
Department of Bioengineering, University of California at San Diego, La Jolla, CA 92093, USA.
Volfson Dmitri
Tsimring Lev S
Hasty Jeff
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Article Info
Journal
Proceedings of the National Academy of Sciences of the United States of America
Abbr.
Proc Natl Acad Sci U S A
ISSN
0027-8424
Published
2005-10-11
Epub
2005-00-30
Pages
14593-8
Language
English
Region
United States
NLM ID
7505876
PMCID
PMC1253555
Subset
IM
Grants
NIGMS NIH HHS · R01 GM069811 · United States
NIGMS NIH HHS · GM69811-01 · United States
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