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Composite core set construction and diversity analysis of Iranian walnut germplasm using molecular markers and phenotypic traits

Iran is a center of origin and diversity for walnuts (Juglans regia L.) with very good potential for breeding purposes. The rich germplasm available, creates an opportunity for study and selection of the diverse walnut genotypes. In this study, the population structure of 104 Persian walnut accessio...

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Autores principales: Mahmoodi, Razieh, Dadpour, Mohammad Reza, Hassani, Darab, Zeinalabedini, Mehrshad, Vendramin, Elisa, Leslie, Charles A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7963058/
https://www.ncbi.nlm.nih.gov/pubmed/33725012
http://dx.doi.org/10.1371/journal.pone.0248623
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author Mahmoodi, Razieh
Dadpour, Mohammad Reza
Hassani, Darab
Zeinalabedini, Mehrshad
Vendramin, Elisa
Leslie, Charles A.
author_facet Mahmoodi, Razieh
Dadpour, Mohammad Reza
Hassani, Darab
Zeinalabedini, Mehrshad
Vendramin, Elisa
Leslie, Charles A.
author_sort Mahmoodi, Razieh
collection PubMed
description Iran is a center of origin and diversity for walnuts (Juglans regia L.) with very good potential for breeding purposes. The rich germplasm available, creates an opportunity for study and selection of the diverse walnut genotypes. In this study, the population structure of 104 Persian walnut accessions was assessed using AFLP markers in combination with phenotypic variability of 17 and 18 qualitative and quantitative traits respetively. The primers E-TG/M-CAG, with high values of number of polymorphic bands, polymorphic information content, marker index and Shannon’s diversity index, were the most effective in detecting genetic variation within the walnut germplasm. Multivariate analysis of variance indicated 93.98% of the genetic variability was between individuals, while 6.32% of variation was among populations. A relatively new technique, an advanced maximization strategy with a heuristic approach, was deployed to develop the core collection. Initially, three independent core collections (CC1–CC3) were created using phenotypic data and molecular markers. The three core collections (CC1–CC3) were then merged to generate a composite core collection (CC4). The mean difference percentage, variance difference percentage, variable rate of coefficient of variance percentage, coincidence rate of range percentage, Shannon’s diversity index, and Nei’s gene diversity were employed for comparative analysis. The CC4 with 46 accessions represented the complete range of phenotypic and genetic variability. This study is the first report describing development of a core collection in walnut using molecular marker data in combination with phenotypic values. The construction of core collection could facilitate the work for identification of genetic determinants of trait variability and aid effective utilization of diversity caused by outcrossing, in walnut breeding programs.
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spelling pubmed-79630582021-03-25 Composite core set construction and diversity analysis of Iranian walnut germplasm using molecular markers and phenotypic traits Mahmoodi, Razieh Dadpour, Mohammad Reza Hassani, Darab Zeinalabedini, Mehrshad Vendramin, Elisa Leslie, Charles A. PLoS One Research Article Iran is a center of origin and diversity for walnuts (Juglans regia L.) with very good potential for breeding purposes. The rich germplasm available, creates an opportunity for study and selection of the diverse walnut genotypes. In this study, the population structure of 104 Persian walnut accessions was assessed using AFLP markers in combination with phenotypic variability of 17 and 18 qualitative and quantitative traits respetively. The primers E-TG/M-CAG, with high values of number of polymorphic bands, polymorphic information content, marker index and Shannon’s diversity index, were the most effective in detecting genetic variation within the walnut germplasm. Multivariate analysis of variance indicated 93.98% of the genetic variability was between individuals, while 6.32% of variation was among populations. A relatively new technique, an advanced maximization strategy with a heuristic approach, was deployed to develop the core collection. Initially, three independent core collections (CC1–CC3) were created using phenotypic data and molecular markers. The three core collections (CC1–CC3) were then merged to generate a composite core collection (CC4). The mean difference percentage, variance difference percentage, variable rate of coefficient of variance percentage, coincidence rate of range percentage, Shannon’s diversity index, and Nei’s gene diversity were employed for comparative analysis. The CC4 with 46 accessions represented the complete range of phenotypic and genetic variability. This study is the first report describing development of a core collection in walnut using molecular marker data in combination with phenotypic values. The construction of core collection could facilitate the work for identification of genetic determinants of trait variability and aid effective utilization of diversity caused by outcrossing, in walnut breeding programs. Public Library of Science 2021-03-16 /pmc/articles/PMC7963058/ /pubmed/33725012 http://dx.doi.org/10.1371/journal.pone.0248623 Text en © 2021 Mahmoodi 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
Mahmoodi, Razieh
Dadpour, Mohammad Reza
Hassani, Darab
Zeinalabedini, Mehrshad
Vendramin, Elisa
Leslie, Charles A.
Composite core set construction and diversity analysis of Iranian walnut germplasm using molecular markers and phenotypic traits
title Composite core set construction and diversity analysis of Iranian walnut germplasm using molecular markers and phenotypic traits
title_full Composite core set construction and diversity analysis of Iranian walnut germplasm using molecular markers and phenotypic traits
title_fullStr Composite core set construction and diversity analysis of Iranian walnut germplasm using molecular markers and phenotypic traits
title_full_unstemmed Composite core set construction and diversity analysis of Iranian walnut germplasm using molecular markers and phenotypic traits
title_short Composite core set construction and diversity analysis of Iranian walnut germplasm using molecular markers and phenotypic traits
title_sort composite core set construction and diversity analysis of iranian walnut germplasm using molecular markers and phenotypic traits
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7963058/
https://www.ncbi.nlm.nih.gov/pubmed/33725012
http://dx.doi.org/10.1371/journal.pone.0248623
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