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Genomic signatures of adaptation to Sahelian and Soudanian climates in sorghum landraces of Senegal

Uncovering the genomic basis of climate adaptation in traditional crop varieties can provide insight into plant evolution and facilitate breeding for climate resilience. In the African cereal sorghum (Sorghum bicolor L. [Moench]), the genomic basis of adaptation to the semiarid Sahelian zone versus...

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Autores principales: Faye, Jacques M., Maina, Fanna, Hu, Zhenbin, Fonceka, Daniel, Cisse, Ndiaga, Morris, Geoffrey P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6540697/
https://www.ncbi.nlm.nih.gov/pubmed/31161017
http://dx.doi.org/10.1002/ece3.5187
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author Faye, Jacques M.
Maina, Fanna
Hu, Zhenbin
Fonceka, Daniel
Cisse, Ndiaga
Morris, Geoffrey P.
author_facet Faye, Jacques M.
Maina, Fanna
Hu, Zhenbin
Fonceka, Daniel
Cisse, Ndiaga
Morris, Geoffrey P.
author_sort Faye, Jacques M.
collection PubMed
description Uncovering the genomic basis of climate adaptation in traditional crop varieties can provide insight into plant evolution and facilitate breeding for climate resilience. In the African cereal sorghum (Sorghum bicolor L. [Moench]), the genomic basis of adaptation to the semiarid Sahelian zone versus the subhumid Soudanian zone is largely unknown. To address this issue, we characterized a large panel of 421 georeferenced sorghum landrace accessions from Senegal and adjacent locations at 213,916 single‐nucleotide polymorphisms (SNPs) using genotyping‐by‐sequencing. Seven subpopulations distributed along the north‐south precipitation gradient were identified. Redundancy analysis found that climate variables explained up to 8% of SNP variation, with climate collinear with space explaining most of this variation (6%). Genome scans of nucleotide diversity suggest positive selection on chromosome 2, 4, 5, 7, and 10 in durra sorghums, with successive adaptation during diffusion along the Sahel. Putative selective sweeps were identified, several of which colocalize with stay‐green drought tolerance (Stg) loci, and a priori candidate genes for photoperiodic flowering and inflorescence morphology. Genome‐wide association studies of photoperiod sensitivity and panicle compactness identified 35 and 13 associations that colocalize with a priori candidate genes, respectively. Climate‐associated SNPs colocalize with Stg3a, Stg1, Stg2, and Ma6 and have allelic distribution consistent with adaptation across Sahelian and Soudanian zones. Taken together, the findings suggest an oligogenic basis of adaptation to Sahelian versus Soudanian climates, underpinned by variation in conserved floral regulatory pathways and other systems that are less understood in cereals.
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spelling pubmed-65406972019-06-03 Genomic signatures of adaptation to Sahelian and Soudanian climates in sorghum landraces of Senegal Faye, Jacques M. Maina, Fanna Hu, Zhenbin Fonceka, Daniel Cisse, Ndiaga Morris, Geoffrey P. Ecol Evol Original Research Uncovering the genomic basis of climate adaptation in traditional crop varieties can provide insight into plant evolution and facilitate breeding for climate resilience. In the African cereal sorghum (Sorghum bicolor L. [Moench]), the genomic basis of adaptation to the semiarid Sahelian zone versus the subhumid Soudanian zone is largely unknown. To address this issue, we characterized a large panel of 421 georeferenced sorghum landrace accessions from Senegal and adjacent locations at 213,916 single‐nucleotide polymorphisms (SNPs) using genotyping‐by‐sequencing. Seven subpopulations distributed along the north‐south precipitation gradient were identified. Redundancy analysis found that climate variables explained up to 8% of SNP variation, with climate collinear with space explaining most of this variation (6%). Genome scans of nucleotide diversity suggest positive selection on chromosome 2, 4, 5, 7, and 10 in durra sorghums, with successive adaptation during diffusion along the Sahel. Putative selective sweeps were identified, several of which colocalize with stay‐green drought tolerance (Stg) loci, and a priori candidate genes for photoperiodic flowering and inflorescence morphology. Genome‐wide association studies of photoperiod sensitivity and panicle compactness identified 35 and 13 associations that colocalize with a priori candidate genes, respectively. Climate‐associated SNPs colocalize with Stg3a, Stg1, Stg2, and Ma6 and have allelic distribution consistent with adaptation across Sahelian and Soudanian zones. Taken together, the findings suggest an oligogenic basis of adaptation to Sahelian versus Soudanian climates, underpinned by variation in conserved floral regulatory pathways and other systems that are less understood in cereals. John Wiley and Sons Inc. 2019-04-23 /pmc/articles/PMC6540697/ /pubmed/31161017 http://dx.doi.org/10.1002/ece3.5187 Text en © 2019 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research
Faye, Jacques M.
Maina, Fanna
Hu, Zhenbin
Fonceka, Daniel
Cisse, Ndiaga
Morris, Geoffrey P.
Genomic signatures of adaptation to Sahelian and Soudanian climates in sorghum landraces of Senegal
title Genomic signatures of adaptation to Sahelian and Soudanian climates in sorghum landraces of Senegal
title_full Genomic signatures of adaptation to Sahelian and Soudanian climates in sorghum landraces of Senegal
title_fullStr Genomic signatures of adaptation to Sahelian and Soudanian climates in sorghum landraces of Senegal
title_full_unstemmed Genomic signatures of adaptation to Sahelian and Soudanian climates in sorghum landraces of Senegal
title_short Genomic signatures of adaptation to Sahelian and Soudanian climates in sorghum landraces of Senegal
title_sort genomic signatures of adaptation to sahelian and soudanian climates in sorghum landraces of senegal
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6540697/
https://www.ncbi.nlm.nih.gov/pubmed/31161017
http://dx.doi.org/10.1002/ece3.5187
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