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Identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (Medicago sativa) using association mapping
BACKGROUND: Alfalfa (Medicago sativa) is one of the most important legume forage species in China and many other countries of the world. It provides a quality source of proteins and minerals to animals. Genetic underpinnings for these important traits, however, are elusive. An alfalfa (M. sativa) as...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5460482/ https://www.ncbi.nlm.nih.gov/pubmed/28583066 http://dx.doi.org/10.1186/s12870-017-1047-x |
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author | Jia, Congjun Wu, Xinming Chen, Min Wang, Yunqi Liu, Xiqiang Gong, Pan Xu, Qingfang Wang, Xuemin Gao, Hongwen Wang, Zan |
author_facet | Jia, Congjun Wu, Xinming Chen, Min Wang, Yunqi Liu, Xiqiang Gong, Pan Xu, Qingfang Wang, Xuemin Gao, Hongwen Wang, Zan |
author_sort | Jia, Congjun |
collection | PubMed |
description | BACKGROUND: Alfalfa (Medicago sativa) is one of the most important legume forage species in China and many other countries of the world. It provides a quality source of proteins and minerals to animals. Genetic underpinnings for these important traits, however, are elusive. An alfalfa (M. sativa) association mapping study for six traits, namely crude protein (CP), rumen undegraded protein (RUP), and four mineral elements (Ca, K, Mg and P), was conducted in three consecutive years using a large collection encompassing 336 genotypes genotyped with 85 simple sequence repeat (SSR) markers. RESULTS: All the traits were significantly influenced by genotype, environment, and genotype × environment interaction. Eight-five significant associations (P < 0.005) were identified. Among these, five associations with Ca were repeatedly observed and six co-localized associations were identified. CONCLUSIONS: The identified marker alleles significantly associated with the traits provided important information for understanding genetic controls of alfalfa quality. The markers could be used in assisting selection for the individual traits in breeding populations for developing new alfalfa cultivars. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12870-017-1047-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5460482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-54604822017-06-07 Identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (Medicago sativa) using association mapping Jia, Congjun Wu, Xinming Chen, Min Wang, Yunqi Liu, Xiqiang Gong, Pan Xu, Qingfang Wang, Xuemin Gao, Hongwen Wang, Zan BMC Plant Biol Research Article BACKGROUND: Alfalfa (Medicago sativa) is one of the most important legume forage species in China and many other countries of the world. It provides a quality source of proteins and minerals to animals. Genetic underpinnings for these important traits, however, are elusive. An alfalfa (M. sativa) association mapping study for six traits, namely crude protein (CP), rumen undegraded protein (RUP), and four mineral elements (Ca, K, Mg and P), was conducted in three consecutive years using a large collection encompassing 336 genotypes genotyped with 85 simple sequence repeat (SSR) markers. RESULTS: All the traits were significantly influenced by genotype, environment, and genotype × environment interaction. Eight-five significant associations (P < 0.005) were identified. Among these, five associations with Ca were repeatedly observed and six co-localized associations were identified. CONCLUSIONS: The identified marker alleles significantly associated with the traits provided important information for understanding genetic controls of alfalfa quality. The markers could be used in assisting selection for the individual traits in breeding populations for developing new alfalfa cultivars. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12870-017-1047-x) contains supplementary material, which is available to authorized users. BioMed Central 2017-06-06 /pmc/articles/PMC5460482/ /pubmed/28583066 http://dx.doi.org/10.1186/s12870-017-1047-x Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Jia, Congjun Wu, Xinming Chen, Min Wang, Yunqi Liu, Xiqiang Gong, Pan Xu, Qingfang Wang, Xuemin Gao, Hongwen Wang, Zan Identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (Medicago sativa) using association mapping |
title | Identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (Medicago sativa) using association mapping |
title_full | Identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (Medicago sativa) using association mapping |
title_fullStr | Identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (Medicago sativa) using association mapping |
title_full_unstemmed | Identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (Medicago sativa) using association mapping |
title_short | Identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (Medicago sativa) using association mapping |
title_sort | identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (medicago sativa) using association mapping |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5460482/ https://www.ncbi.nlm.nih.gov/pubmed/28583066 http://dx.doi.org/10.1186/s12870-017-1047-x |
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