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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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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. |
format | Online Article Text |
id | pubmed-3431296 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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