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Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing
Genomic information on alfalfa adaptation to long-term grazing is useful for alfalfa genetic improvement. In this study, 14 alfalfa populations were collected from long-term grazing sites (> 25 years) across four soil zones in western Canada. Alfalfa cultivars released between 1926 and 1980 were...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9886962/ https://www.ncbi.nlm.nih.gov/pubmed/36717619 http://dx.doi.org/10.1038/s41598-023-28521-3 |
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author | Wang, Hu Coulman, Bruce Bai, Yuguang Tarˈan, Bunyamin Biligetu, Bill |
author_facet | Wang, Hu Coulman, Bruce Bai, Yuguang Tarˈan, Bunyamin Biligetu, Bill |
author_sort | Wang, Hu |
collection | PubMed |
description | Genomic information on alfalfa adaptation to long-term grazing is useful for alfalfa genetic improvement. In this study, 14 alfalfa populations were collected from long-term grazing sites (> 25 years) across four soil zones in western Canada. Alfalfa cultivars released between 1926 and 1980 were used to compare degree of genetic variation of the 14 populations. Six agro-morphological and three nutritive value traits were evaluated from 2018 to 2020. The genotyping-by-sequencing (GBS) data of the alfalfa populations and environmental data were used for genotype-environment association (GEA). Both STRUCTURE and UPGMA based on 19,853 SNPs showed that the 14 alfalfa populations from long-term grazing sites had varying levels of parentages from alfalfa sub-species Medicago sativa and M. falcata. The linear regression of STRUCTURE membership probability on phenotypic data indicated genetic variations of forage dry matter yield, spring vigor and plant height were low, but genetic variations of regrowth, fall plant height, days to flower and crude protein were still high for the 14 alfalfa populations from long-term grazing sites. The GEA identified 31 SNPs associated with 13 candidate genes that were mainly associated with six environmental factors of. Candidate genes underlying environmental factors were associated with a variety of proteins, which were involved in plant responses to abiotic stresses, i.e., drought, cold and salinity-alkali stresses. |
format | Online Article Text |
id | pubmed-9886962 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98869622023-02-01 Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing Wang, Hu Coulman, Bruce Bai, Yuguang Tarˈan, Bunyamin Biligetu, Bill Sci Rep Article Genomic information on alfalfa adaptation to long-term grazing is useful for alfalfa genetic improvement. In this study, 14 alfalfa populations were collected from long-term grazing sites (> 25 years) across four soil zones in western Canada. Alfalfa cultivars released between 1926 and 1980 were used to compare degree of genetic variation of the 14 populations. Six agro-morphological and three nutritive value traits were evaluated from 2018 to 2020. The genotyping-by-sequencing (GBS) data of the alfalfa populations and environmental data were used for genotype-environment association (GEA). Both STRUCTURE and UPGMA based on 19,853 SNPs showed that the 14 alfalfa populations from long-term grazing sites had varying levels of parentages from alfalfa sub-species Medicago sativa and M. falcata. The linear regression of STRUCTURE membership probability on phenotypic data indicated genetic variations of forage dry matter yield, spring vigor and plant height were low, but genetic variations of regrowth, fall plant height, days to flower and crude protein were still high for the 14 alfalfa populations from long-term grazing sites. The GEA identified 31 SNPs associated with 13 candidate genes that were mainly associated with six environmental factors of. Candidate genes underlying environmental factors were associated with a variety of proteins, which were involved in plant responses to abiotic stresses, i.e., drought, cold and salinity-alkali stresses. Nature Publishing Group UK 2023-01-30 /pmc/articles/PMC9886962/ /pubmed/36717619 http://dx.doi.org/10.1038/s41598-023-28521-3 Text en © The Author(s) 2023 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 Wang, Hu Coulman, Bruce Bai, Yuguang Tarˈan, Bunyamin Biligetu, Bill Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing |
title | Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing |
title_full | Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing |
title_fullStr | Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing |
title_full_unstemmed | Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing |
title_short | Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing |
title_sort | genetic diversity and local adaption of alfalfa populations (medicago sativa l.) under long-term grazing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9886962/ https://www.ncbi.nlm.nih.gov/pubmed/36717619 http://dx.doi.org/10.1038/s41598-023-28521-3 |
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