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Interplay of Gene Expression Noise and Ultrasensitive Dynamics Affects Bacterial Operon Organization

Bacterial chromosomes are organized into polycistronic cotranscribed operons, but the evolutionary pressures maintaining them are unclear. We hypothesized that operons alter gene expression noise characteristics, resulting in selection for or against maintaining operons depending on network architec...

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Detalles Bibliográficos
Autores principales: Ray, J. Christian J, Igoshin, Oleg A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3431296/
https://www.ncbi.nlm.nih.gov/pubmed/22956903
http://dx.doi.org/10.1371/journal.pcbi.1002672
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author Ray, J. Christian J
Igoshin, Oleg A.
author_facet Ray, J. Christian J
Igoshin, Oleg A.
author_sort Ray, J. Christian J
collection PubMed
description Bacterial chromosomes are organized into polycistronic cotranscribed operons, but the evolutionary pressures maintaining them are unclear. We hypothesized that operons alter gene expression noise characteristics, resulting in selection for or against maintaining operons depending on network architecture. Mathematical models for 6 functional classes of network modules showed that three classes exhibited decreased noise and 3 exhibited increased noise with same-operon cotranscription of interacting proteins. Noise reduction was often associated with a decreased chance of reaching an ultrasensitive threshold. Stochastic simulations of the lac operon demonstrated that the predicted effects of transcriptional coupling hold for a complex network module. We employed bioinformatic analysis to find overrepresentation of noise-minimizing operon organization compared with randomized controls. Among constitutively expressed physically interacting protein pairs, higher coupling frequencies appeared at lower expression levels, where noise effects are expected to be dominant. Our results thereby suggest an important role for gene expression noise, in many cases interacting with an ultrasensitive switch, in maintaining or selecting for operons in bacterial chromosomes.
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spelling pubmed-34312962012-09-06 Interplay of Gene Expression Noise and Ultrasensitive Dynamics Affects Bacterial Operon Organization Ray, J. Christian J Igoshin, Oleg A. PLoS Comput Biol Research Article Bacterial chromosomes are organized into polycistronic cotranscribed operons, but the evolutionary pressures maintaining them are unclear. We hypothesized that operons alter gene expression noise characteristics, resulting in selection for or against maintaining operons depending on network architecture. Mathematical models for 6 functional classes of network modules showed that three classes exhibited decreased noise and 3 exhibited increased noise with same-operon cotranscription of interacting proteins. Noise reduction was often associated with a decreased chance of reaching an ultrasensitive threshold. Stochastic simulations of the lac operon demonstrated that the predicted effects of transcriptional coupling hold for a complex network module. We employed bioinformatic analysis to find overrepresentation of noise-minimizing operon organization compared with randomized controls. Among constitutively expressed physically interacting protein pairs, higher coupling frequencies appeared at lower expression levels, where noise effects are expected to be dominant. Our results thereby suggest an important role for gene expression noise, in many cases interacting with an ultrasensitive switch, in maintaining or selecting for operons in bacterial chromosomes. Public Library of Science 2012-08-30 /pmc/articles/PMC3431296/ /pubmed/22956903 http://dx.doi.org/10.1371/journal.pcbi.1002672 Text en © 2012 Ray, Igoshin http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Ray, J. Christian J
Igoshin, Oleg A.
Interplay of Gene Expression Noise and Ultrasensitive Dynamics Affects Bacterial Operon Organization
title Interplay of Gene Expression Noise and Ultrasensitive Dynamics Affects Bacterial Operon Organization
title_full Interplay of Gene Expression Noise and Ultrasensitive Dynamics Affects Bacterial Operon Organization
title_fullStr Interplay of Gene Expression Noise and Ultrasensitive Dynamics Affects Bacterial Operon Organization
title_full_unstemmed Interplay of Gene Expression Noise and Ultrasensitive Dynamics Affects Bacterial Operon Organization
title_short Interplay of Gene Expression Noise and Ultrasensitive Dynamics Affects Bacterial Operon Organization
title_sort interplay of gene expression noise and ultrasensitive dynamics affects bacterial operon organization
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3431296/
https://www.ncbi.nlm.nih.gov/pubmed/22956903
http://dx.doi.org/10.1371/journal.pcbi.1002672
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