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Genome-wide diversity analysis to infer population structure and linkage disequilibrium among Colombian coconut germplasm

Genetic diversity and relatedness of accessions for coconut growing in Colombia was unknown until this study. Here we develop single nucleotide polymorphisms (SNPs) along the coconut genome based on Genotyping by Sequencing (GBS) with the goal of analyze the genetic diversity, population structure,...

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Autores principales: Muñoz-Pérez, Jorge Mario, Cañas, Gloria Patricia, López, Lorena, Arias, Tatiana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8863804/
https://www.ncbi.nlm.nih.gov/pubmed/35194112
http://dx.doi.org/10.1038/s41598-022-07013-w
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author Muñoz-Pérez, Jorge Mario
Cañas, Gloria Patricia
López, Lorena
Arias, Tatiana
author_facet Muñoz-Pérez, Jorge Mario
Cañas, Gloria Patricia
López, Lorena
Arias, Tatiana
author_sort Muñoz-Pérez, Jorge Mario
collection PubMed
description Genetic diversity and relatedness of accessions for coconut growing in Colombia was unknown until this study. Here we develop single nucleotide polymorphisms (SNPs) along the coconut genome based on Genotyping by Sequencing (GBS) with the goal of analyze the genetic diversity, population structure, and linkage disequilibrium (LD) of a diverse coconut panel consisting of 112 coconut accessions from the Atlantic and Pacific coasts of Colombia. A comprehensive catalog of approximately 40,000 SNPs with a minor allele frequency (MAF) of > 0.05 is presented. A total of 40,614 SNPs were found but only 19,414 anchored to chromosomes. Of these, 10,338 and 4606 were exclusive to the Atlantic and Pacific gene pools, respectively, and 3432 SNPs could differentiate both gene pools. A filtered subset of unlinked and anchored SNPs (1271) showed a population structure at K = 4, separating accessions from the Pacific and Atlantic coasts that can also be distinguished by palm height, as found in previous studies. The Pacific groups had a slow LD decay, low Fixation Index (Fst) and low nucleotide diversity (π), while the Atlantic group had slightly higher genetic diversity and faster LD decay. Genome-wide diversity analyses are of importance to promote germplasm conservation and breeding programs aimed at developing new cultivars better adapted to the region.
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spelling pubmed-88638042022-02-23 Genome-wide diversity analysis to infer population structure and linkage disequilibrium among Colombian coconut germplasm Muñoz-Pérez, Jorge Mario Cañas, Gloria Patricia López, Lorena Arias, Tatiana Sci Rep Article Genetic diversity and relatedness of accessions for coconut growing in Colombia was unknown until this study. Here we develop single nucleotide polymorphisms (SNPs) along the coconut genome based on Genotyping by Sequencing (GBS) with the goal of analyze the genetic diversity, population structure, and linkage disequilibrium (LD) of a diverse coconut panel consisting of 112 coconut accessions from the Atlantic and Pacific coasts of Colombia. A comprehensive catalog of approximately 40,000 SNPs with a minor allele frequency (MAF) of > 0.05 is presented. A total of 40,614 SNPs were found but only 19,414 anchored to chromosomes. Of these, 10,338 and 4606 were exclusive to the Atlantic and Pacific gene pools, respectively, and 3432 SNPs could differentiate both gene pools. A filtered subset of unlinked and anchored SNPs (1271) showed a population structure at K = 4, separating accessions from the Pacific and Atlantic coasts that can also be distinguished by palm height, as found in previous studies. The Pacific groups had a slow LD decay, low Fixation Index (Fst) and low nucleotide diversity (π), while the Atlantic group had slightly higher genetic diversity and faster LD decay. Genome-wide diversity analyses are of importance to promote germplasm conservation and breeding programs aimed at developing new cultivars better adapted to the region. Nature Publishing Group UK 2022-02-22 /pmc/articles/PMC8863804/ /pubmed/35194112 http://dx.doi.org/10.1038/s41598-022-07013-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Muñoz-Pérez, Jorge Mario
Cañas, Gloria Patricia
López, Lorena
Arias, Tatiana
Genome-wide diversity analysis to infer population structure and linkage disequilibrium among Colombian coconut germplasm
title Genome-wide diversity analysis to infer population structure and linkage disequilibrium among Colombian coconut germplasm
title_full Genome-wide diversity analysis to infer population structure and linkage disequilibrium among Colombian coconut germplasm
title_fullStr Genome-wide diversity analysis to infer population structure and linkage disequilibrium among Colombian coconut germplasm
title_full_unstemmed Genome-wide diversity analysis to infer population structure and linkage disequilibrium among Colombian coconut germplasm
title_short Genome-wide diversity analysis to infer population structure and linkage disequilibrium among Colombian coconut germplasm
title_sort genome-wide diversity analysis to infer population structure and linkage disequilibrium among colombian coconut germplasm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8863804/
https://www.ncbi.nlm.nih.gov/pubmed/35194112
http://dx.doi.org/10.1038/s41598-022-07013-w
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