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Hysteresis Can Grant Fitness in Stochastically Varying Environment

Although the existence of multiple stable phenotypes of living organisms enables random switching between phenotypes as well as non-random history dependent switching called hysteresis, only random switching has been considered in prior experimental and theoretical models of adaptation to variable e...

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Detalles Bibliográficos
Autores principales: Friedman, Gary, McCarthy, Stephen, Rachinskii, Dmitrii
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4113350/
https://www.ncbi.nlm.nih.gov/pubmed/25068284
http://dx.doi.org/10.1371/journal.pone.0103241
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author Friedman, Gary
McCarthy, Stephen
Rachinskii, Dmitrii
author_facet Friedman, Gary
McCarthy, Stephen
Rachinskii, Dmitrii
author_sort Friedman, Gary
collection PubMed
description Although the existence of multiple stable phenotypes of living organisms enables random switching between phenotypes as well as non-random history dependent switching called hysteresis, only random switching has been considered in prior experimental and theoretical models of adaptation to variable environments. This work considers the possibility that hysteresis may also evolve together with random phenotype switching to maximize population growth. In addition to allowing the possibility that switching rates between different phenotypes may depend not only on a continuous environmental input variable, but also on the phenotype itself, the present work considers an opportunity cost of the switching events. This opportunity cost arises as a result of a lag phase experimentally observed after phenotype switching and stochastic behavior of the environmental input. It is shown that stochastic environmental variation results in maximal asymptotic growth rate when organisms display hysteresis for sufficiently slowly varying environmental input. At the same time, sinusoidal input does not cause evolution of memory suggesting that the connection between the lag phase, stochastic environmental variation and evolution of hysteresis is a result of a stochastic resonance type phenomenon.
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spelling pubmed-41133502014-08-04 Hysteresis Can Grant Fitness in Stochastically Varying Environment Friedman, Gary McCarthy, Stephen Rachinskii, Dmitrii PLoS One Research Article Although the existence of multiple stable phenotypes of living organisms enables random switching between phenotypes as well as non-random history dependent switching called hysteresis, only random switching has been considered in prior experimental and theoretical models of adaptation to variable environments. This work considers the possibility that hysteresis may also evolve together with random phenotype switching to maximize population growth. In addition to allowing the possibility that switching rates between different phenotypes may depend not only on a continuous environmental input variable, but also on the phenotype itself, the present work considers an opportunity cost of the switching events. This opportunity cost arises as a result of a lag phase experimentally observed after phenotype switching and stochastic behavior of the environmental input. It is shown that stochastic environmental variation results in maximal asymptotic growth rate when organisms display hysteresis for sufficiently slowly varying environmental input. At the same time, sinusoidal input does not cause evolution of memory suggesting that the connection between the lag phase, stochastic environmental variation and evolution of hysteresis is a result of a stochastic resonance type phenomenon. Public Library of Science 2014-07-28 /pmc/articles/PMC4113350/ /pubmed/25068284 http://dx.doi.org/10.1371/journal.pone.0103241 Text en © 2014 Friedman et al 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
Friedman, Gary
McCarthy, Stephen
Rachinskii, Dmitrii
Hysteresis Can Grant Fitness in Stochastically Varying Environment
title Hysteresis Can Grant Fitness in Stochastically Varying Environment
title_full Hysteresis Can Grant Fitness in Stochastically Varying Environment
title_fullStr Hysteresis Can Grant Fitness in Stochastically Varying Environment
title_full_unstemmed Hysteresis Can Grant Fitness in Stochastically Varying Environment
title_short Hysteresis Can Grant Fitness in Stochastically Varying Environment
title_sort hysteresis can grant fitness in stochastically varying environment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4113350/
https://www.ncbi.nlm.nih.gov/pubmed/25068284
http://dx.doi.org/10.1371/journal.pone.0103241
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