Identification of genetic loci associated with crude protein and mineral concentrations in alfalfa (Medicago sativa) using association mapping

被引:27
作者
Jia, Congjun [1 ]
Wu, Xinming [2 ]
Chen, Min [1 ]
Wang, Yunqi [2 ]
Liu, Xiqiang [1 ]
Gong, Pan [1 ]
Xu, Qingfang [3 ]
Wang, Xuemin [1 ]
Gao, Hongwen [1 ]
Wang, Zan [1 ]
机构
[1] Chinese Acad Agr Sci, Inst Anim Sci, Beijing 100193, Peoples R China
[2] Shanxi Acad Agr Sci, Inst Anim Husb & Vet Sci, Taiyuan 030032, Peoples R China
[3] Shanxi Agr Univ, Coll Anim Sci & Vet Med, Taigu 030801, Peoples R China
基金
中国国家自然科学基金;
关键词
Alfalfa; Association mapping; Crude protein; Mineral elements; Simple sequence repeat (SSR); QUANTITATIVE TRAIT LOCI; GENOME-WIDE ASSOCIATION; LACTATING DAIRY-COWS; NITROGEN-UTILIZATION; TETRAPLOID ALFALFA; RICE GRAIN; POPULATION; L; MAIZE; ELEMENTS;
D O I
10.1186/s12870-017-1047-x
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
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 x 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.
引用
收藏
页数:7
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