Competition and fixation of cohorts of adaptive mutations under Fisher geometrical model

Detalhes bibliográficos
Autor(a) principal: Moura de Sousa, Jorge A.
Data de Publicação: 2016
Outros Autores: Alpedrinha, João, Campos, Paulo R.A., Gordo, Isabel
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.7/695
Resumo: One of the simplest models of adaptation to a new environment is Fisher's Geometric Model (FGM), in which populations move on a multidimensional landscape defined by the traits under selection. The predictions of this model have been found to be consistent with current observations of patterns of fitness increase in experimentally evolved populations. Recent studies investigated the dynamics of allele frequency change along adaptation of microbes to simple laboratory conditions and unveiled a dramatic pattern of competition between cohorts of mutations, i.e., multiple mutations simultaneously segregating and ultimately reaching fixation. Here, using simulations, we study the dynamics of phenotypic and genetic change as asexual populations under clonal interference climb a Fisherian landscape, and ask about the conditions under which FGM can display the simultaneous increase and fixation of multiple mutations-mutation cohorts-along the adaptive walk. We find that FGM under clonal interference, and with varying levels of pleiotropy, can reproduce the experimentally observed competition between different cohorts of mutations, some of which have a high probability of fixation along the adaptive walk. Overall, our results show that the surprising dynamics of mutation cohorts recently observed during experimental adaptation of microbial populations can be expected under one of the oldest and simplest theoretical models of adaptation-FGM.
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spelling Competition and fixation of cohorts of adaptive mutations under Fisher geometrical modelFisher Geometric ModelClonal interferenceGenetic hitchikingNatural selectionOne of the simplest models of adaptation to a new environment is Fisher's Geometric Model (FGM), in which populations move on a multidimensional landscape defined by the traits under selection. The predictions of this model have been found to be consistent with current observations of patterns of fitness increase in experimentally evolved populations. Recent studies investigated the dynamics of allele frequency change along adaptation of microbes to simple laboratory conditions and unveiled a dramatic pattern of competition between cohorts of mutations, i.e., multiple mutations simultaneously segregating and ultimately reaching fixation. Here, using simulations, we study the dynamics of phenotypic and genetic change as asexual populations under clonal interference climb a Fisherian landscape, and ask about the conditions under which FGM can display the simultaneous increase and fixation of multiple mutations-mutation cohorts-along the adaptive walk. We find that FGM under clonal interference, and with varying levels of pleiotropy, can reproduce the experimentally observed competition between different cohorts of mutations, some of which have a high probability of fixation along the adaptive walk. Overall, our results show that the surprising dynamics of mutation cohorts recently observed during experimental adaptation of microbial populations can be expected under one of the oldest and simplest theoretical models of adaptation-FGM.Fundação para a Ciência e a Tecnologia; LAO/ITQB; Conselho Nacional de Desenvolvimento CientÌfico e Tecnologico (CNPq).PeerJARCAMoura de Sousa, Jorge A.Alpedrinha, JoãoCampos, Paulo R.A.Gordo, Isabel2016-08-29T12:16:55Z2016-08-022016-08-02T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/10400.7/695engMoura de Sousa et al. (2016), Competition and fixation of cohorts of adaptive mutations under Fisher geometri- cal model. PeerJ 4:e2256; DOI 10.7717/peerj.225610.7717/peerj.2256info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-11-29T14:35:05Zoai:arca.igc.gulbenkian.pt:10400.7/695Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:11:55.668192Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Competition and fixation of cohorts of adaptive mutations under Fisher geometrical model
title Competition and fixation of cohorts of adaptive mutations under Fisher geometrical model
spellingShingle Competition and fixation of cohorts of adaptive mutations under Fisher geometrical model
Moura de Sousa, Jorge A.
Fisher Geometric Model
Clonal interference
Genetic hitchiking
Natural selection
title_short Competition and fixation of cohorts of adaptive mutations under Fisher geometrical model
title_full Competition and fixation of cohorts of adaptive mutations under Fisher geometrical model
title_fullStr Competition and fixation of cohorts of adaptive mutations under Fisher geometrical model
title_full_unstemmed Competition and fixation of cohorts of adaptive mutations under Fisher geometrical model
title_sort Competition and fixation of cohorts of adaptive mutations under Fisher geometrical model
author Moura de Sousa, Jorge A.
author_facet Moura de Sousa, Jorge A.
Alpedrinha, João
Campos, Paulo R.A.
Gordo, Isabel
author_role author
author2 Alpedrinha, João
Campos, Paulo R.A.
Gordo, Isabel
author2_role author
author
author
dc.contributor.none.fl_str_mv ARCA
dc.contributor.author.fl_str_mv Moura de Sousa, Jorge A.
Alpedrinha, João
Campos, Paulo R.A.
Gordo, Isabel
dc.subject.por.fl_str_mv Fisher Geometric Model
Clonal interference
Genetic hitchiking
Natural selection
topic Fisher Geometric Model
Clonal interference
Genetic hitchiking
Natural selection
description One of the simplest models of adaptation to a new environment is Fisher's Geometric Model (FGM), in which populations move on a multidimensional landscape defined by the traits under selection. The predictions of this model have been found to be consistent with current observations of patterns of fitness increase in experimentally evolved populations. Recent studies investigated the dynamics of allele frequency change along adaptation of microbes to simple laboratory conditions and unveiled a dramatic pattern of competition between cohorts of mutations, i.e., multiple mutations simultaneously segregating and ultimately reaching fixation. Here, using simulations, we study the dynamics of phenotypic and genetic change as asexual populations under clonal interference climb a Fisherian landscape, and ask about the conditions under which FGM can display the simultaneous increase and fixation of multiple mutations-mutation cohorts-along the adaptive walk. We find that FGM under clonal interference, and with varying levels of pleiotropy, can reproduce the experimentally observed competition between different cohorts of mutations, some of which have a high probability of fixation along the adaptive walk. Overall, our results show that the surprising dynamics of mutation cohorts recently observed during experimental adaptation of microbial populations can be expected under one of the oldest and simplest theoretical models of adaptation-FGM.
publishDate 2016
dc.date.none.fl_str_mv 2016-08-29T12:16:55Z
2016-08-02
2016-08-02T00:00:00Z
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.7/695
url http://hdl.handle.net/10400.7/695
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Moura de Sousa et al. (2016), Competition and fixation of cohorts of adaptive mutations under Fisher geometri- cal model. PeerJ 4:e2256; DOI 10.7717/peerj.2256
10.7717/peerj.2256
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