| Literature DB >> 34487430 |
Lin Chen1, Fei He1, Ruicai Long1, Fan Zhang1, Mingna Li1, Zhen Wang1, Junmei Kang1, Qingchuan Yang1.
Abstract
Alfalfa (Medicago sativa L.) is an important forage crop worldwide. However, little is known about the effects of breeding status and different geographical populations on alfalfa improvement. Here, we sequenced 220 alfalfa core germplasms and determined that Chinese alfalfa cultivars form an independent group, as evidenced by comparisons of FST values between different subgroups, suggesting that geographical origin plays an important role in group differentiation. By tracing the influence of geographical regions on the genetic diversity of alfalfa varieties in China, we identified 350 common candidate genetic regions and 548 genes under selection. We also defined 165 loci associated with 24 important traits from genome-wide association studies. Of those, 17 genomic regions closely associated with a given phenotype were under selection, with the underlying haplotypes showing significant differences between subgroups of distinct geographical origins. Based on results from expression analysis and association mapping, we propose that 6-phosphogluconolactonase (MsPGL) and a gene encoding a protein with NHL domains (MsNHL) are critical candidate genes for root growth. In conclusion, our results provide valuable information for alfalfa improvement via molecular breeding.Entities:
Keywords: alfalfa; genome-wide association studies; genomic selection; geographical origin; population structure; root development
Mesh:
Year: 2021 PMID: 34487430 DOI: 10.1111/jipb.13172
Source DB: PubMed Journal: J Integr Plant Biol ISSN: 1672-9072 Impact factor: 7.061