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A Genomic Map of Climate Adaptation in Arabidopsis thaliana at a Micro-Geographic Scale

Understanding the genetic bases underlying climate adaptation is a key element to predict the potential of species to face climate warming. Although substantial climate variation is observed at a micro-geographic scale, most genomic maps of climate adaptation have been established at broader geograp...

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Autores principales: Frachon, Léa, Bartoli, Claudia, Carrère, Sébastien, Bouchez, Olivier, Chaubet, Adeline, Gautier, Mathieu, Roby, Dominique, Roux, Fabrice
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6048436/
https://www.ncbi.nlm.nih.gov/pubmed/30042773
http://dx.doi.org/10.3389/fpls.2018.00967
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author Frachon, Léa
Bartoli, Claudia
Carrère, Sébastien
Bouchez, Olivier
Chaubet, Adeline
Gautier, Mathieu
Roby, Dominique
Roux, Fabrice
author_facet Frachon, Léa
Bartoli, Claudia
Carrère, Sébastien
Bouchez, Olivier
Chaubet, Adeline
Gautier, Mathieu
Roby, Dominique
Roux, Fabrice
author_sort Frachon, Léa
collection PubMed
description Understanding the genetic bases underlying climate adaptation is a key element to predict the potential of species to face climate warming. Although substantial climate variation is observed at a micro-geographic scale, most genomic maps of climate adaptation have been established at broader geographical scales. Here, by using a Pool-Seq approach combined with a Bayesian hierarchical model that control for confounding by population structure, we performed a genome–environment association (GEA) analysis to investigate the genetic basis of adaptation to six climate variables in 168 natural populations of Arabidopsis thaliana distributed in south-west of France. Climate variation among the 168 populations represented up to 24% of climate variation among 521 European locations where A. thaliana inhabits. We identified neat and strong peaks of association, with most of the associated SNPs being significantly enriched in likely functional variants and/or in the extreme tail of genetic differentiation among populations. Furthermore, genes involved in transcriptional mechanisms appear predominant in plant functions associated with local climate adaptation. Globally, our results suggest that climate adaptation is an important driver of genomic variation in A. thaliana at a small spatial scale and mainly involves genome-wide changes in fundamental mechanisms of gene regulation. The identification of climate-adaptive genetic loci at a micro-geographic scale also highlights the importance to include within-species genetic diversity in ecological niche models for projecting potential species distributional shifts over short geographic distances.
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spelling pubmed-60484362018-07-24 A Genomic Map of Climate Adaptation in Arabidopsis thaliana at a Micro-Geographic Scale Frachon, Léa Bartoli, Claudia Carrère, Sébastien Bouchez, Olivier Chaubet, Adeline Gautier, Mathieu Roby, Dominique Roux, Fabrice Front Plant Sci Plant Science Understanding the genetic bases underlying climate adaptation is a key element to predict the potential of species to face climate warming. Although substantial climate variation is observed at a micro-geographic scale, most genomic maps of climate adaptation have been established at broader geographical scales. Here, by using a Pool-Seq approach combined with a Bayesian hierarchical model that control for confounding by population structure, we performed a genome–environment association (GEA) analysis to investigate the genetic basis of adaptation to six climate variables in 168 natural populations of Arabidopsis thaliana distributed in south-west of France. Climate variation among the 168 populations represented up to 24% of climate variation among 521 European locations where A. thaliana inhabits. We identified neat and strong peaks of association, with most of the associated SNPs being significantly enriched in likely functional variants and/or in the extreme tail of genetic differentiation among populations. Furthermore, genes involved in transcriptional mechanisms appear predominant in plant functions associated with local climate adaptation. Globally, our results suggest that climate adaptation is an important driver of genomic variation in A. thaliana at a small spatial scale and mainly involves genome-wide changes in fundamental mechanisms of gene regulation. The identification of climate-adaptive genetic loci at a micro-geographic scale also highlights the importance to include within-species genetic diversity in ecological niche models for projecting potential species distributional shifts over short geographic distances. Frontiers Media S.A. 2018-07-10 /pmc/articles/PMC6048436/ /pubmed/30042773 http://dx.doi.org/10.3389/fpls.2018.00967 Text en Copyright © 2018 Frachon, Bartoli, Carrère, Bouchez, Chaubet, Gautier, Roby and Roux. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Frachon, Léa
Bartoli, Claudia
Carrère, Sébastien
Bouchez, Olivier
Chaubet, Adeline
Gautier, Mathieu
Roby, Dominique
Roux, Fabrice
A Genomic Map of Climate Adaptation in Arabidopsis thaliana at a Micro-Geographic Scale
title A Genomic Map of Climate Adaptation in Arabidopsis thaliana at a Micro-Geographic Scale
title_full A Genomic Map of Climate Adaptation in Arabidopsis thaliana at a Micro-Geographic Scale
title_fullStr A Genomic Map of Climate Adaptation in Arabidopsis thaliana at a Micro-Geographic Scale
title_full_unstemmed A Genomic Map of Climate Adaptation in Arabidopsis thaliana at a Micro-Geographic Scale
title_short A Genomic Map of Climate Adaptation in Arabidopsis thaliana at a Micro-Geographic Scale
title_sort genomic map of climate adaptation in arabidopsis thaliana at a micro-geographic scale
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6048436/
https://www.ncbi.nlm.nih.gov/pubmed/30042773
http://dx.doi.org/10.3389/fpls.2018.00967
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