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PMID: 18669661 Published · ppublish English Comparative Study Journal Article Research Support, U.S. Gov't, Non-P.H.S.

Using noise to probe and characterize gene circuits.

Cox CD, McCollum JM, Allen MS, Dar RD, Simpson ML

Abstract

Stochastic fluctuations (or "noise") in the single-cell populations of molecular species are shaped by the structure and biokinetic rates of the underlying gene circuit. The structure of the noise is summarized by its autocorrelation function. In this article, we introduce the noise regulatory vector as a generalized framework for making inferences concerning the structure and biokinetic rates of a gene circuit from its noise autocorrelation function. Although most previous studies have focused primarily on the magnitude component of the noise (given by the zero-lag autocorrelation function), our approach also considers the correlation component, which encodes additional information concerning the circuit. Theoretical analyses and simulations of various gene circuits show that the noise regulatory vector is characteristic of the composition of the circuit. Although a particular noise regulatory vector does not map uniquely to a single underlying circuit, it does suggest possible candidate circuits, while excluding others, thereby demonstrating the probative value of noise in gene circuit analysis.

MeSH Terms
Computer Simulation Gene Regulatory Networks/genetics,physiology Kinetics Models, Theoretical Stochastic Processes
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Cox Chris D
Department of Civil and Environmental Engineering, University of Tennessee, Knoxville, TN 37996-2010, USA. [email protected]
McCollum James M
Allen Michael S
Dar Roy D
Simpson Michael L
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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
1091-6490
Published
2008-08-05
Epub
2008-00-31
Pages
10809-14
Language
English
Region
United States
NLM ID
7505876
PMCID
PMC2504843
Subset
IM
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