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Evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments

Living species, ranging from bacteria to animals, exist in environmental conditions that exhibit spatial and temporal heterogeneity which requires them to adapt. Risk-spreading through spontaneous phenotypic variations is a known concept in ecology, which is used to explain how species may survive w...

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Autores principales: Ardaševa, Aleksandra, Gatenby, Robert A., Anderson, Alexander R. A., Byrne, Helen M., Maini, Philip K., Lorenzi, Tommaso
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7028828/
https://www.ncbi.nlm.nih.gov/pubmed/31641842
http://dx.doi.org/10.1007/s00285-019-01441-5
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author Ardaševa, Aleksandra
Gatenby, Robert A.
Anderson, Alexander R. A.
Byrne, Helen M.
Maini, Philip K.
Lorenzi, Tommaso
author_facet Ardaševa, Aleksandra
Gatenby, Robert A.
Anderson, Alexander R. A.
Byrne, Helen M.
Maini, Philip K.
Lorenzi, Tommaso
author_sort Ardaševa, Aleksandra
collection PubMed
description Living species, ranging from bacteria to animals, exist in environmental conditions that exhibit spatial and temporal heterogeneity which requires them to adapt. Risk-spreading through spontaneous phenotypic variations is a known concept in ecology, which is used to explain how species may survive when faced with the evolutionary risks associated with temporally varying environments. In order to support a deeper understanding of the adaptive role of spontaneous phenotypic variations in fluctuating environments, we consider a system of non-local partial differential equations modelling the evolutionary dynamics of two competing phenotype-structured populations in the presence of periodically oscillating nutrient levels. The two populations undergo heritable, spontaneous phenotypic variations at different rates. The phenotypic state of each individual is represented by a continuous variable, and the phenotypic landscape of the populations evolves in time due to variations in the nutrient level. Exploiting the analytical tractability of our model, we study the long-time behaviour of the solutions to obtain a detailed mathematical depiction of the evolutionary dynamics. The results suggest that when nutrient levels undergo small and slow oscillations, it is evolutionarily more convenient to rarely undergo spontaneous phenotypic variations. Conversely, under relatively large and fast periodic oscillations in the nutrient levels, which bring about alternating cycles of starvation and nutrient abundance, higher rates of spontaneous phenotypic variations confer a competitive advantage. We discuss the implications of our results in the context of cancer metabolism.
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spelling pubmed-70288282020-03-02 Evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments Ardaševa, Aleksandra Gatenby, Robert A. Anderson, Alexander R. A. Byrne, Helen M. Maini, Philip K. Lorenzi, Tommaso J Math Biol Article Living species, ranging from bacteria to animals, exist in environmental conditions that exhibit spatial and temporal heterogeneity which requires them to adapt. Risk-spreading through spontaneous phenotypic variations is a known concept in ecology, which is used to explain how species may survive when faced with the evolutionary risks associated with temporally varying environments. In order to support a deeper understanding of the adaptive role of spontaneous phenotypic variations in fluctuating environments, we consider a system of non-local partial differential equations modelling the evolutionary dynamics of two competing phenotype-structured populations in the presence of periodically oscillating nutrient levels. The two populations undergo heritable, spontaneous phenotypic variations at different rates. The phenotypic state of each individual is represented by a continuous variable, and the phenotypic landscape of the populations evolves in time due to variations in the nutrient level. Exploiting the analytical tractability of our model, we study the long-time behaviour of the solutions to obtain a detailed mathematical depiction of the evolutionary dynamics. The results suggest that when nutrient levels undergo small and slow oscillations, it is evolutionarily more convenient to rarely undergo spontaneous phenotypic variations. Conversely, under relatively large and fast periodic oscillations in the nutrient levels, which bring about alternating cycles of starvation and nutrient abundance, higher rates of spontaneous phenotypic variations confer a competitive advantage. We discuss the implications of our results in the context of cancer metabolism. Springer Berlin Heidelberg 2019-10-22 2020 /pmc/articles/PMC7028828/ /pubmed/31641842 http://dx.doi.org/10.1007/s00285-019-01441-5 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Article
Ardaševa, Aleksandra
Gatenby, Robert A.
Anderson, Alexander R. A.
Byrne, Helen M.
Maini, Philip K.
Lorenzi, Tommaso
Evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments
title Evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments
title_full Evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments
title_fullStr Evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments
title_full_unstemmed Evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments
title_short Evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments
title_sort evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7028828/
https://www.ncbi.nlm.nih.gov/pubmed/31641842
http://dx.doi.org/10.1007/s00285-019-01441-5
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