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Genotyping-by-Sequencing Based Molecular Genetic Diversity of Pakistani Bread Wheat (Triticum aestivum L.) Accessions

Spring wheat (Triticum aestivum L.) is one of the most imperative staple food crops, with an annual production of 765 million tons globally to feed ∼40% world population. Genetic diversity in available germplasm is crucial for sustainable wheat improvement to ensure global food security. A diversity...

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Autores principales: Hussain, Shabbir, Habib, Madiha, Ahmed, Zaheer, Sadia, Bushra, Bernardo, Amy, Amand, Paul St., Bai, Guihua, Ghori, Nida, Khan, Azeem I., Awan, Faisal S., Maqbool, Rizwana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019749/
https://www.ncbi.nlm.nih.gov/pubmed/35464861
http://dx.doi.org/10.3389/fgene.2022.772517
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author Hussain, Shabbir
Habib, Madiha
Ahmed, Zaheer
Sadia, Bushra
Bernardo, Amy
Amand, Paul St.
Bai, Guihua
Ghori, Nida
Khan, Azeem I.
Awan, Faisal S.
Maqbool, Rizwana
author_facet Hussain, Shabbir
Habib, Madiha
Ahmed, Zaheer
Sadia, Bushra
Bernardo, Amy
Amand, Paul St.
Bai, Guihua
Ghori, Nida
Khan, Azeem I.
Awan, Faisal S.
Maqbool, Rizwana
author_sort Hussain, Shabbir
collection PubMed
description Spring wheat (Triticum aestivum L.) is one of the most imperative staple food crops, with an annual production of 765 million tons globally to feed ∼40% world population. Genetic diversity in available germplasm is crucial for sustainable wheat improvement to ensure global food security. A diversity panel of 184 Pakistani wheat accessions was genotyped using 123,596 high-quality single nucleotide polymorphism (SNP) markers generated by genotyping-by-sequencing with 42% of the SNPs mapped on B, 36% on A, and 22% on D sub-genomes of wheat. Chromosome 2B contains the most SNPs (9,126), whereas 4D has the least (2,660) markers. The mean polymorphic information content, genetic diversity, and major allele frequency of the population were 0.157, 0.1844, and 0.87, respectively. Analysis of molecular variance revealed a higher genetic diversity (80%) within the sub-population than among the sub-populations (20%). The genome-wide linkage disequilibrium was 0.34 Mbp for the whole wheat genome. Among the three subgenomes, A has the highest LD decay value (0.29 Mbp), followed by B (0.2 Mbp) and D (0.07 Mbp) genomes, respectively. The results of population structure, principal coordinate analysis, phylogenetic tree, and kinship analysis also divided the whole population into three clusters comprising 31, 33, and 120 accessions in group 1, group 2, and group 3, respectively. All groups were dominated by the local wheat accessions. Estimation of genetic diversity will be a baseline for the selection of breeding parents for mutations and the genome-wide association and marker-assisted selection studies.
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spelling pubmed-90197492022-04-21 Genotyping-by-Sequencing Based Molecular Genetic Diversity of Pakistani Bread Wheat (Triticum aestivum L.) Accessions Hussain, Shabbir Habib, Madiha Ahmed, Zaheer Sadia, Bushra Bernardo, Amy Amand, Paul St. Bai, Guihua Ghori, Nida Khan, Azeem I. Awan, Faisal S. Maqbool, Rizwana Front Genet Genetics Spring wheat (Triticum aestivum L.) is one of the most imperative staple food crops, with an annual production of 765 million tons globally to feed ∼40% world population. Genetic diversity in available germplasm is crucial for sustainable wheat improvement to ensure global food security. A diversity panel of 184 Pakistani wheat accessions was genotyped using 123,596 high-quality single nucleotide polymorphism (SNP) markers generated by genotyping-by-sequencing with 42% of the SNPs mapped on B, 36% on A, and 22% on D sub-genomes of wheat. Chromosome 2B contains the most SNPs (9,126), whereas 4D has the least (2,660) markers. The mean polymorphic information content, genetic diversity, and major allele frequency of the population were 0.157, 0.1844, and 0.87, respectively. Analysis of molecular variance revealed a higher genetic diversity (80%) within the sub-population than among the sub-populations (20%). The genome-wide linkage disequilibrium was 0.34 Mbp for the whole wheat genome. Among the three subgenomes, A has the highest LD decay value (0.29 Mbp), followed by B (0.2 Mbp) and D (0.07 Mbp) genomes, respectively. The results of population structure, principal coordinate analysis, phylogenetic tree, and kinship analysis also divided the whole population into three clusters comprising 31, 33, and 120 accessions in group 1, group 2, and group 3, respectively. All groups were dominated by the local wheat accessions. Estimation of genetic diversity will be a baseline for the selection of breeding parents for mutations and the genome-wide association and marker-assisted selection studies. Frontiers Media S.A. 2022-04-06 /pmc/articles/PMC9019749/ /pubmed/35464861 http://dx.doi.org/10.3389/fgene.2022.772517 Text en Copyright © 2022 Hussain, Habib, Ahmed, Sadia, Bernardo, Amand, Bai, Ghori, Khan, Awan and Maqbool. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Hussain, Shabbir
Habib, Madiha
Ahmed, Zaheer
Sadia, Bushra
Bernardo, Amy
Amand, Paul St.
Bai, Guihua
Ghori, Nida
Khan, Azeem I.
Awan, Faisal S.
Maqbool, Rizwana
Genotyping-by-Sequencing Based Molecular Genetic Diversity of Pakistani Bread Wheat (Triticum aestivum L.) Accessions
title Genotyping-by-Sequencing Based Molecular Genetic Diversity of Pakistani Bread Wheat (Triticum aestivum L.) Accessions
title_full Genotyping-by-Sequencing Based Molecular Genetic Diversity of Pakistani Bread Wheat (Triticum aestivum L.) Accessions
title_fullStr Genotyping-by-Sequencing Based Molecular Genetic Diversity of Pakistani Bread Wheat (Triticum aestivum L.) Accessions
title_full_unstemmed Genotyping-by-Sequencing Based Molecular Genetic Diversity of Pakistani Bread Wheat (Triticum aestivum L.) Accessions
title_short Genotyping-by-Sequencing Based Molecular Genetic Diversity of Pakistani Bread Wheat (Triticum aestivum L.) Accessions
title_sort genotyping-by-sequencing based molecular genetic diversity of pakistani bread wheat (triticum aestivum l.) accessions
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019749/
https://www.ncbi.nlm.nih.gov/pubmed/35464861
http://dx.doi.org/10.3389/fgene.2022.772517
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