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Analysis of genetic diversity and structure in a worldwide walnut (Juglans regia L.) germplasm using SSR markers

Persian or English walnut (Juglans regia L.), the walnut species cultivated for nut production, is one of the oldest food sources known and is grown worldwide in temperate areas. France is the 7(th) leading producer as of 2016 with 39 kt. Deciphering walnut genetic diversity and structure is importa...

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Autores principales: Bernard, Anthony, Barreneche, Teresa, Lheureux, Fabrice, Dirlewanger, Elisabeth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6258541/
https://www.ncbi.nlm.nih.gov/pubmed/30481202
http://dx.doi.org/10.1371/journal.pone.0208021
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author Bernard, Anthony
Barreneche, Teresa
Lheureux, Fabrice
Dirlewanger, Elisabeth
author_facet Bernard, Anthony
Barreneche, Teresa
Lheureux, Fabrice
Dirlewanger, Elisabeth
author_sort Bernard, Anthony
collection PubMed
description Persian or English walnut (Juglans regia L.), the walnut species cultivated for nut production, is one of the oldest food sources known and is grown worldwide in temperate areas. France is the 7(th) leading producer as of 2016 with 39 kt. Deciphering walnut genetic diversity and structure is important for efficient management and use of genetic resources. In this work, 253 worldwide accessions from the INRA walnut germplasm collection, containing English walnut and several related species, were genotyped using 13 SSR (Single Sequence Repeat) markers selected from the literature to assess diversity and structure. Genetic diversity parameters showed a deficiency of heterozygotes and, for several SSRs, allele-specificities among the accessions tested. Principal Coordinate Analysis (PCoA) showed the 253 accessions clustered in largely in agreement with the existing botanical classification of the genus. Among the 217 J. regia accessions, two main clusters, accessions from Eastern Europe and Asia, and accessions from Western Europe and America, were identified using STRUCTURE software. This was confirmed by Principal Coordinate Analysis and supported by Neighbor-Joining tree construction using DARwin software. Moreover, a substructure was found within the two clusters, mainly according to geographical origin. A core collection containing 50 accessions was selected using the maximum length sub-tree method and prior knowledge about their phenotype. The present study constitutes a preliminary population genetics overview of INRA walnut genetic resources collection using SSR markers. The resulting estimations of genetic diversity and structure are useful for germplasm management and for future walnut breeding programs.
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spelling pubmed-62585412018-12-06 Analysis of genetic diversity and structure in a worldwide walnut (Juglans regia L.) germplasm using SSR markers Bernard, Anthony Barreneche, Teresa Lheureux, Fabrice Dirlewanger, Elisabeth PLoS One Research Article Persian or English walnut (Juglans regia L.), the walnut species cultivated for nut production, is one of the oldest food sources known and is grown worldwide in temperate areas. France is the 7(th) leading producer as of 2016 with 39 kt. Deciphering walnut genetic diversity and structure is important for efficient management and use of genetic resources. In this work, 253 worldwide accessions from the INRA walnut germplasm collection, containing English walnut and several related species, were genotyped using 13 SSR (Single Sequence Repeat) markers selected from the literature to assess diversity and structure. Genetic diversity parameters showed a deficiency of heterozygotes and, for several SSRs, allele-specificities among the accessions tested. Principal Coordinate Analysis (PCoA) showed the 253 accessions clustered in largely in agreement with the existing botanical classification of the genus. Among the 217 J. regia accessions, two main clusters, accessions from Eastern Europe and Asia, and accessions from Western Europe and America, were identified using STRUCTURE software. This was confirmed by Principal Coordinate Analysis and supported by Neighbor-Joining tree construction using DARwin software. Moreover, a substructure was found within the two clusters, mainly according to geographical origin. A core collection containing 50 accessions was selected using the maximum length sub-tree method and prior knowledge about their phenotype. The present study constitutes a preliminary population genetics overview of INRA walnut genetic resources collection using SSR markers. The resulting estimations of genetic diversity and structure are useful for germplasm management and for future walnut breeding programs. Public Library of Science 2018-11-27 /pmc/articles/PMC6258541/ /pubmed/30481202 http://dx.doi.org/10.1371/journal.pone.0208021 Text en © 2018 Bernard 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
Bernard, Anthony
Barreneche, Teresa
Lheureux, Fabrice
Dirlewanger, Elisabeth
Analysis of genetic diversity and structure in a worldwide walnut (Juglans regia L.) germplasm using SSR markers
title Analysis of genetic diversity and structure in a worldwide walnut (Juglans regia L.) germplasm using SSR markers
title_full Analysis of genetic diversity and structure in a worldwide walnut (Juglans regia L.) germplasm using SSR markers
title_fullStr Analysis of genetic diversity and structure in a worldwide walnut (Juglans regia L.) germplasm using SSR markers
title_full_unstemmed Analysis of genetic diversity and structure in a worldwide walnut (Juglans regia L.) germplasm using SSR markers
title_short Analysis of genetic diversity and structure in a worldwide walnut (Juglans regia L.) germplasm using SSR markers
title_sort analysis of genetic diversity and structure in a worldwide walnut (juglans regia l.) germplasm using ssr markers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6258541/
https://www.ncbi.nlm.nih.gov/pubmed/30481202
http://dx.doi.org/10.1371/journal.pone.0208021
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