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PMID: 11720979 Published · ppublish English Journal Article Research Support, U.S. Gov't, Non-P.H.S.

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

Biophysical journal ·Vol. 81 ·No. 6 ·2001-12-00 ·Pages 3116-36

Kepler TB, Elston TC

Abstract

Transcriptional regulation is an inherently noisy process. The origins of this stochastic behavior can be traced to the random transitions among the discrete chemical states of operators that control the transcription rate and to finite number fluctuations in the biochemical reactions for the synthesis and degradation of transcripts. We develop stochastic models to which these random reactions are intrinsic and a series of simpler models derived explicitly from the first as approximations in different parameter regimes. This innate stochasticity can have both a quantitative and qualitative impact on the behavior of gene-regulatory networks. We introduce a natural generalization of deterministic bifurcations for classification of stochastic systems and show that simple noisy genetic switches have rich bifurcation structures; among them, bifurcations driven solely by changing the rate of operator fluctuations even as the underlying deterministic system remains unchanged. We find stochastic bistability where the deterministic equations predict monostability and vice-versa. We derive and solve equations for the mean waiting times for spontaneous transitions between quasistable states in these switches.

MeSH Terms
Feedback, Physiological Gene Expression Regulation Models, Theoretical Monte Carlo Method Promoter Regions, Genetic Stochastic Processes Time Factors Transcription, Genetic
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Kepler T B
Santa Fe Institute, Santa Fe, New Mexico 87501, USA. [email protected]
Elston T C
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Article Info
Journal
Biophysical journal
Abbr.
Biophys J
ISSN
0006-3495
Published
2001-12-00
Pages
3116-36
Language
English
Region
United States
NLM ID
0370626
PMCID
PMC1301773
Subset
IM
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