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Motion, fixation probability and the choice of an evolutionary process

Seemingly minor details of mathematical and computational models of evolution are known to change the effect of population structure on the outcome of evolutionary processes. For example, birth-death dynamics often result in amplification of selection, while death-birth processes have been associate...

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Autores principales: Herrerías-Azcué, Francisco, Pérez-Muñuzuri, Vicente, Galla, Tobias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6746388/
https://www.ncbi.nlm.nih.gov/pubmed/31381556
http://dx.doi.org/10.1371/journal.pcbi.1007238
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author Herrerías-Azcué, Francisco
Pérez-Muñuzuri, Vicente
Galla, Tobias
author_facet Herrerías-Azcué, Francisco
Pérez-Muñuzuri, Vicente
Galla, Tobias
author_sort Herrerías-Azcué, Francisco
collection PubMed
description Seemingly minor details of mathematical and computational models of evolution are known to change the effect of population structure on the outcome of evolutionary processes. For example, birth-death dynamics often result in amplification of selection, while death-birth processes have been associated with suppression. In many biological populations the interaction structure is not static. Instead, members of the population are in motion and can interact with different individuals at different times. In this work we study populations embedded in a flowing medium; the interaction network is then time dependent. We use computer simulations to investigate how this dynamic structure affects the success of invading mutants, and compare these effects for different coupled birth and death processes. Specifically, we show how the speed of the motion impacts the fixation probability of an invading mutant. Flows of different speeds interpolate between evolutionary dynamics on fixed heterogeneous graphs and well-stirred populations; this allows us to systematically compare against known results for static structured populations. We find that motion has an active role in amplifying or suppressing selection by fragmenting and reconnecting the interaction graph. While increasing flow speeds suppress selection for most evolutionary models, we identify characteristic responses to flow for the different update rules we test. In particular we find that selection can be maximally enhanced or suppressed at intermediate flow speeds.
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spelling pubmed-67463882019-09-27 Motion, fixation probability and the choice of an evolutionary process Herrerías-Azcué, Francisco Pérez-Muñuzuri, Vicente Galla, Tobias PLoS Comput Biol Research Article Seemingly minor details of mathematical and computational models of evolution are known to change the effect of population structure on the outcome of evolutionary processes. For example, birth-death dynamics often result in amplification of selection, while death-birth processes have been associated with suppression. In many biological populations the interaction structure is not static. Instead, members of the population are in motion and can interact with different individuals at different times. In this work we study populations embedded in a flowing medium; the interaction network is then time dependent. We use computer simulations to investigate how this dynamic structure affects the success of invading mutants, and compare these effects for different coupled birth and death processes. Specifically, we show how the speed of the motion impacts the fixation probability of an invading mutant. Flows of different speeds interpolate between evolutionary dynamics on fixed heterogeneous graphs and well-stirred populations; this allows us to systematically compare against known results for static structured populations. We find that motion has an active role in amplifying or suppressing selection by fragmenting and reconnecting the interaction graph. While increasing flow speeds suppress selection for most evolutionary models, we identify characteristic responses to flow for the different update rules we test. In particular we find that selection can be maximally enhanced or suppressed at intermediate flow speeds. Public Library of Science 2019-08-05 /pmc/articles/PMC6746388/ /pubmed/31381556 http://dx.doi.org/10.1371/journal.pcbi.1007238 Text en © 2019 Herrerías-Azcué 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Herrerías-Azcué, Francisco
Pérez-Muñuzuri, Vicente
Galla, Tobias
Motion, fixation probability and the choice of an evolutionary process
title Motion, fixation probability and the choice of an evolutionary process
title_full Motion, fixation probability and the choice of an evolutionary process
title_fullStr Motion, fixation probability and the choice of an evolutionary process
title_full_unstemmed Motion, fixation probability and the choice of an evolutionary process
title_short Motion, fixation probability and the choice of an evolutionary process
title_sort motion, fixation probability and the choice of an evolutionary process
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6746388/
https://www.ncbi.nlm.nih.gov/pubmed/31381556
http://dx.doi.org/10.1371/journal.pcbi.1007238
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