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Common gardens in teosintes reveal the establishment of a syndrome of adaptation to altitude

In plants, local adaptation across species range is frequent. Yet, much has to be discovered on its environmental drivers, the underlying functional traits and their molecular determinants. Genome scans are popular to uncover outlier loci potentially involved in the genetic architecture of local ada...

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Autores principales: Fustier, Margaux-Alison, Martínez-Ainsworth, Natalia E., Aguirre-Liguori, Jonás A., Venon, Anthony, Corti, Hélène, Rousselet, Agnès, Dumas, Fabrice, Dittberner, Hannes, Camarena, María G., Grimanelli, Daniel, Ovaskainen, Otso, Falque, Matthieu, Moreau, Laurence, de Meaux, Juliette, Montes-Hernández, Salvador, Eguiarte, Luis E., Vigouroux, Yves, Manicacci, Domenica, Tenaillon, Maud I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6944379/
https://www.ncbi.nlm.nih.gov/pubmed/31860672
http://dx.doi.org/10.1371/journal.pgen.1008512
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author Fustier, Margaux-Alison
Martínez-Ainsworth, Natalia E.
Aguirre-Liguori, Jonás A.
Venon, Anthony
Corti, Hélène
Rousselet, Agnès
Dumas, Fabrice
Dittberner, Hannes
Camarena, María G.
Grimanelli, Daniel
Ovaskainen, Otso
Falque, Matthieu
Moreau, Laurence
de Meaux, Juliette
Montes-Hernández, Salvador
Eguiarte, Luis E.
Vigouroux, Yves
Manicacci, Domenica
Tenaillon, Maud I.
author_facet Fustier, Margaux-Alison
Martínez-Ainsworth, Natalia E.
Aguirre-Liguori, Jonás A.
Venon, Anthony
Corti, Hélène
Rousselet, Agnès
Dumas, Fabrice
Dittberner, Hannes
Camarena, María G.
Grimanelli, Daniel
Ovaskainen, Otso
Falque, Matthieu
Moreau, Laurence
de Meaux, Juliette
Montes-Hernández, Salvador
Eguiarte, Luis E.
Vigouroux, Yves
Manicacci, Domenica
Tenaillon, Maud I.
author_sort Fustier, Margaux-Alison
collection PubMed
description In plants, local adaptation across species range is frequent. Yet, much has to be discovered on its environmental drivers, the underlying functional traits and their molecular determinants. Genome scans are popular to uncover outlier loci potentially involved in the genetic architecture of local adaptation, however links between outliers and phenotypic variation are rarely addressed. Here we focused on adaptation of teosinte populations along two elevation gradients in Mexico that display continuous environmental changes at a short geographical scale. We used two common gardens, and phenotyped 18 traits in 1664 plants from 11 populations of annual teosintes. In parallel, we genotyped these plants for 38 microsatellite markers as well as for 171 outlier single nucleotide polymorphisms (SNPs) that displayed excess of allele differentiation between pairs of lowland and highland populations and/or correlation with environmental variables. Our results revealed that phenotypic differentiation at 10 out of the 18 traits was driven by local selection. Trait covariation along the elevation gradient indicated that adaptation to altitude results from the assembly of multiple co-adapted traits into a complex syndrome: as elevation increases, plants flower earlier, produce less tillers, display lower stomata density and carry larger, longer and heavier grains. The proportion of outlier SNPs associating with phenotypic variation, however, largely depended on whether we considered a neutral structure with 5 genetic groups (73.7%) or 11 populations (13.5%), indicating that population stratification greatly affected our results. Finally, chromosomal inversions were enriched for both SNPs whose allele frequencies shifted along elevation as well as phenotypically-associated SNPs. Altogether, our results are consistent with the establishment of an altitudinal syndrome promoted by local selective forces in teosinte populations in spite of detectable gene flow. Because elevation mimics climate change through space, SNPs that we found underlying phenotypic variation at adaptive traits may be relevant for future maize breeding.
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spelling pubmed-69443792020-01-17 Common gardens in teosintes reveal the establishment of a syndrome of adaptation to altitude Fustier, Margaux-Alison Martínez-Ainsworth, Natalia E. Aguirre-Liguori, Jonás A. Venon, Anthony Corti, Hélène Rousselet, Agnès Dumas, Fabrice Dittberner, Hannes Camarena, María G. Grimanelli, Daniel Ovaskainen, Otso Falque, Matthieu Moreau, Laurence de Meaux, Juliette Montes-Hernández, Salvador Eguiarte, Luis E. Vigouroux, Yves Manicacci, Domenica Tenaillon, Maud I. PLoS Genet Research Article In plants, local adaptation across species range is frequent. Yet, much has to be discovered on its environmental drivers, the underlying functional traits and their molecular determinants. Genome scans are popular to uncover outlier loci potentially involved in the genetic architecture of local adaptation, however links between outliers and phenotypic variation are rarely addressed. Here we focused on adaptation of teosinte populations along two elevation gradients in Mexico that display continuous environmental changes at a short geographical scale. We used two common gardens, and phenotyped 18 traits in 1664 plants from 11 populations of annual teosintes. In parallel, we genotyped these plants for 38 microsatellite markers as well as for 171 outlier single nucleotide polymorphisms (SNPs) that displayed excess of allele differentiation between pairs of lowland and highland populations and/or correlation with environmental variables. Our results revealed that phenotypic differentiation at 10 out of the 18 traits was driven by local selection. Trait covariation along the elevation gradient indicated that adaptation to altitude results from the assembly of multiple co-adapted traits into a complex syndrome: as elevation increases, plants flower earlier, produce less tillers, display lower stomata density and carry larger, longer and heavier grains. The proportion of outlier SNPs associating with phenotypic variation, however, largely depended on whether we considered a neutral structure with 5 genetic groups (73.7%) or 11 populations (13.5%), indicating that population stratification greatly affected our results. Finally, chromosomal inversions were enriched for both SNPs whose allele frequencies shifted along elevation as well as phenotypically-associated SNPs. Altogether, our results are consistent with the establishment of an altitudinal syndrome promoted by local selective forces in teosinte populations in spite of detectable gene flow. Because elevation mimics climate change through space, SNPs that we found underlying phenotypic variation at adaptive traits may be relevant for future maize breeding. Public Library of Science 2019-12-20 /pmc/articles/PMC6944379/ /pubmed/31860672 http://dx.doi.org/10.1371/journal.pgen.1008512 Text en © 2019 Fustier 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
Fustier, Margaux-Alison
Martínez-Ainsworth, Natalia E.
Aguirre-Liguori, Jonás A.
Venon, Anthony
Corti, Hélène
Rousselet, Agnès
Dumas, Fabrice
Dittberner, Hannes
Camarena, María G.
Grimanelli, Daniel
Ovaskainen, Otso
Falque, Matthieu
Moreau, Laurence
de Meaux, Juliette
Montes-Hernández, Salvador
Eguiarte, Luis E.
Vigouroux, Yves
Manicacci, Domenica
Tenaillon, Maud I.
Common gardens in teosintes reveal the establishment of a syndrome of adaptation to altitude
title Common gardens in teosintes reveal the establishment of a syndrome of adaptation to altitude
title_full Common gardens in teosintes reveal the establishment of a syndrome of adaptation to altitude
title_fullStr Common gardens in teosintes reveal the establishment of a syndrome of adaptation to altitude
title_full_unstemmed Common gardens in teosintes reveal the establishment of a syndrome of adaptation to altitude
title_short Common gardens in teosintes reveal the establishment of a syndrome of adaptation to altitude
title_sort common gardens in teosintes reveal the establishment of a syndrome of adaptation to altitude
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6944379/
https://www.ncbi.nlm.nih.gov/pubmed/31860672
http://dx.doi.org/10.1371/journal.pgen.1008512
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