State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China.
1] State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China. [2] College of Animal Science and Technology, Northwest A&F University, Yangling, China.
Nat Biotechnol. 2015 Apr;33(4):408-14. doi: 10.1038/nbt.3096. Epub 2015 Feb 2.
Understanding soybean (Glycine max) domestication and improvement at a genetic level is important to inform future efforts to further improve a crop that provides the world's main source of oilseed. We detect 230 selective sweeps and 162 selected copy number variants by analysis of 302 resequenced wild, landrace and improved soybean accessions at >11× depth. A genome-wide association study using these new sequences reveals associations between 10 selected regions and 9 domestication or improvement traits, and identifies 13 previously uncharacterized loci for agronomic traits including oil content, plant height and pubescence form. Combined with previous quantitative trait loci (QTL) information, we find that, of the 230 selected regions, 96 correlate with reported oil QTLs and 21 contain fatty acid biosynthesis genes. Moreover, we observe that some traits and loci are associated with geographical regions, which shows that soybean populations are structured geographically. This study provides resources for genomics-enabled improvements in soybean breeding.
理解大豆(Glycine max)在遗传水平上的驯化和改良对于指导未来进一步提高作为世界主要油籽来源的作物的努力非常重要。我们通过对 302 个重测序的野生、地方品种和改良大豆品系进行分析,检测到了 230 个选择清除和 162 个选择拷贝数变异。使用这些新序列进行的全基因组关联研究揭示了 10 个选择区域与 9 个驯化或改良特征之间的关联,并确定了 13 个以前未表征的与农艺特征(包括油含量、株高和绒毛形态)相关的基因座。结合以前的数量性状基因座(QTL)信息,我们发现,在 230 个选择区域中,96 个与报道的油 QTL 相关,21 个包含脂肪酸生物合成基因。此外,我们观察到一些特征和基因座与地理区域相关,这表明大豆群体在地理上是有结构的。这项研究为大豆育种的基因组学改进提供了资源。