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Bistability in feedback circuits as a byproduct of evolution of evolvability
Noisy bistable dynamics in gene regulation can underlie stochastic switching and is demonstrated to be beneficial under fluctuating environments. It is not known, however, if fluctuating selection alone can result in bistable dynamics. Using a stochastic model of simple feedback networks, we apply f...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
European Molecular Biology Organization
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3296359/ https://www.ncbi.nlm.nih.gov/pubmed/22252387 http://dx.doi.org/10.1038/msb.2011.98 |
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author | Kuwahara, Hiroyuki Soyer, Orkun S |
author_facet | Kuwahara, Hiroyuki Soyer, Orkun S |
author_sort | Kuwahara, Hiroyuki |
collection | PubMed |
description | Noisy bistable dynamics in gene regulation can underlie stochastic switching and is demonstrated to be beneficial under fluctuating environments. It is not known, however, if fluctuating selection alone can result in bistable dynamics. Using a stochastic model of simple feedback networks, we apply fluctuating selection on gene expression and run in silico evolutionary simulations. We find that independent of the specific nature of the environment–fitness relationship, the main outcome of fluctuating selection is the evolution of increased evolvability in the network; system parameters evolve toward a nonlinear regime where phenotypic diversity is increased and small changes in genotype cause large changes in expression level. In the presence of noise, the evolution of increased nonlinearity results in the emergence and maintenance of bistability. Our results provide the first direct evidence that bistability and stochastic switching in a gene regulatory network can emerge as a mechanism to cope with fluctuating environments. They strongly suggest that such emergence occurs as a byproduct of evolution of evolvability and exploitation of noise by evolution. |
format | Online Article Text |
id | pubmed-3296359 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | European Molecular Biology Organization |
record_format | MEDLINE/PubMed |
spelling | pubmed-32963592012-03-07 Bistability in feedback circuits as a byproduct of evolution of evolvability Kuwahara, Hiroyuki Soyer, Orkun S Mol Syst Biol Article Noisy bistable dynamics in gene regulation can underlie stochastic switching and is demonstrated to be beneficial under fluctuating environments. It is not known, however, if fluctuating selection alone can result in bistable dynamics. Using a stochastic model of simple feedback networks, we apply fluctuating selection on gene expression and run in silico evolutionary simulations. We find that independent of the specific nature of the environment–fitness relationship, the main outcome of fluctuating selection is the evolution of increased evolvability in the network; system parameters evolve toward a nonlinear regime where phenotypic diversity is increased and small changes in genotype cause large changes in expression level. In the presence of noise, the evolution of increased nonlinearity results in the emergence and maintenance of bistability. Our results provide the first direct evidence that bistability and stochastic switching in a gene regulatory network can emerge as a mechanism to cope with fluctuating environments. They strongly suggest that such emergence occurs as a byproduct of evolution of evolvability and exploitation of noise by evolution. European Molecular Biology Organization 2012-01-17 /pmc/articles/PMC3296359/ /pubmed/22252387 http://dx.doi.org/10.1038/msb.2011.98 Text en Copyright © 2012, EMBO and Macmillan Publishers Limited https://creativecommons.org/licenses/by-nc-sa/3.0/This is an open-access article distributed under the terms of the Creative Commons Attribution Noncommercial Share Alike 3.0 Unported License, which allows readers to alter, transform, or build upon the article and then distribute the resulting work under the same or similar license to this one. The work must be attributed back to the original author and commercial use is not permitted without specific permission. |
spellingShingle | Article Kuwahara, Hiroyuki Soyer, Orkun S Bistability in feedback circuits as a byproduct of evolution of evolvability |
title | Bistability in feedback circuits as a byproduct of evolution of evolvability |
title_full | Bistability in feedback circuits as a byproduct of evolution of evolvability |
title_fullStr | Bistability in feedback circuits as a byproduct of evolution of evolvability |
title_full_unstemmed | Bistability in feedback circuits as a byproduct of evolution of evolvability |
title_short | Bistability in feedback circuits as a byproduct of evolution of evolvability |
title_sort | bistability in feedback circuits as a byproduct of evolution of evolvability |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3296359/ https://www.ncbi.nlm.nih.gov/pubmed/22252387 http://dx.doi.org/10.1038/msb.2011.98 |
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