Department of Plant Sciences, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, SK, Canada.
Sci Rep. 2023 Jan 30;13(1):1632. doi: 10.1038/s41598-023-28521-3.
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.
苜蓿对长期放牧的适应的基因组信息对苜蓿的遗传改良很有用。本研究从加拿大西部四个土壤带的长期放牧地(>25 年)收集了 14 个苜蓿种群。将 1926 年至 1980 年间发布的苜蓿品种用于比较 14 个群体的遗传变异程度。2018 年至 2020 年评估了 6 个农艺形态和 3 个营养价值性状。利用苜蓿群体的基因型测序(GBS)数据和环境数据进行基因型-环境关联(GEA)分析。基于 19853 个 SNP 的 STRUCTURE 和 UPGMA 均表明,来自长期放牧地的 14 个苜蓿种群具有不同程度的来自苜蓿亚种 Medicago sativa 和 M. falcata 的亲缘关系。结构成员概率与表型数据的线性回归表明,长期放牧地的 14 个苜蓿种群的饲用干物质产量、春季活力和株高的遗传变异较低,但再生能力、秋季株高、花期和粗蛋白的遗传变异仍然较高。GEA 鉴定出 31 个与 13 个候选基因相关的 SNP,这些候选基因主要与 6 个环境因子相关。候选基因与环境因子相关,与多种蛋白质有关,这些蛋白质参与植物对非生物胁迫的反应,如干旱、寒冷和盐碱性胁迫。