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Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ

Ongoing global climate changes imply new challenges for agriculture. Whether plants and crops can adapt to such rapid changes is still a widely debated question. We previously showed adaptation in the form of earlier flowering in pearl millet at the scale of a whole country over three decades. Howev...

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Autores principales: Mariac, Cédric, Ousseini, Issaka S., Alio, Abdel-Kader, Jugdé, Hélène, Pham, Jean-Louis, Bezançon, Gilles, Ronfort, Joelle, Descroix, Luc, Vigouroux, Yves
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4960089/
https://www.ncbi.nlm.nih.gov/pubmed/27507986
http://dx.doi.org/10.3389/fgene.2016.00130
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author Mariac, Cédric
Ousseini, Issaka S.
Alio, Abdel-Kader
Jugdé, Hélène
Pham, Jean-Louis
Bezançon, Gilles
Ronfort, Joelle
Descroix, Luc
Vigouroux, Yves
author_facet Mariac, Cédric
Ousseini, Issaka S.
Alio, Abdel-Kader
Jugdé, Hélène
Pham, Jean-Louis
Bezançon, Gilles
Ronfort, Joelle
Descroix, Luc
Vigouroux, Yves
author_sort Mariac, Cédric
collection PubMed
description Ongoing global climate changes imply new challenges for agriculture. Whether plants and crops can adapt to such rapid changes is still a widely debated question. We previously showed adaptation in the form of earlier flowering in pearl millet at the scale of a whole country over three decades. However, this analysis did not deal with variability of year to year selection. To understand and possibly manage plant and crop adaptation, we need more knowledge of how selection acts in situ. Is selection gradual, abrupt, and does it vary in space and over time? In the present study, we tracked the evolution of allele frequency in two genes associated with pearl millet phenotypic variation in situ. We sampled 17 populations of cultivated pearl millet over a period of 2 years. We tracked changes in allele frequencies in these populations by genotyping more than seven thousand individuals. We demonstrate that several allele frequencies changes are compatible with selection, by correcting allele frequency changes associated with genetic drift. We found marked variation in allele frequencies from year to year, suggesting a variable selection effect in space and over time. We estimated the strength of selection associated with variations in allele frequency. Our results suggest that the polymorphism maintained at the genes we studied is partially explained by the spatial and temporal variability of selection. In response to environmental changes, traditional pearl millet varieties could rapidly adapt thanks to this available functional variability.
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spelling pubmed-49600892016-08-09 Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ Mariac, Cédric Ousseini, Issaka S. Alio, Abdel-Kader Jugdé, Hélène Pham, Jean-Louis Bezançon, Gilles Ronfort, Joelle Descroix, Luc Vigouroux, Yves Front Genet Genetics Ongoing global climate changes imply new challenges for agriculture. Whether plants and crops can adapt to such rapid changes is still a widely debated question. We previously showed adaptation in the form of earlier flowering in pearl millet at the scale of a whole country over three decades. However, this analysis did not deal with variability of year to year selection. To understand and possibly manage plant and crop adaptation, we need more knowledge of how selection acts in situ. Is selection gradual, abrupt, and does it vary in space and over time? In the present study, we tracked the evolution of allele frequency in two genes associated with pearl millet phenotypic variation in situ. We sampled 17 populations of cultivated pearl millet over a period of 2 years. We tracked changes in allele frequencies in these populations by genotyping more than seven thousand individuals. We demonstrate that several allele frequencies changes are compatible with selection, by correcting allele frequency changes associated with genetic drift. We found marked variation in allele frequencies from year to year, suggesting a variable selection effect in space and over time. We estimated the strength of selection associated with variations in allele frequency. Our results suggest that the polymorphism maintained at the genes we studied is partially explained by the spatial and temporal variability of selection. In response to environmental changes, traditional pearl millet varieties could rapidly adapt thanks to this available functional variability. Frontiers Media S.A. 2016-07-26 /pmc/articles/PMC4960089/ /pubmed/27507986 http://dx.doi.org/10.3389/fgene.2016.00130 Text en Copyright © 2016 Mariac, Ousseini, Alio, Jugdé, Pham, Bezançon, Ronfort, Descroix and Vigouroux. 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) or licensor 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 Genetics
Mariac, Cédric
Ousseini, Issaka S.
Alio, Abdel-Kader
Jugdé, Hélène
Pham, Jean-Louis
Bezançon, Gilles
Ronfort, Joelle
Descroix, Luc
Vigouroux, Yves
Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ
title Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ
title_full Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ
title_fullStr Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ
title_full_unstemmed Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ
title_short Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ
title_sort spatial and temporal variation in selection of genes associated with pearl millet varietal quantitative traits in situ
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4960089/
https://www.ncbi.nlm.nih.gov/pubmed/27507986
http://dx.doi.org/10.3389/fgene.2016.00130
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