Su Wenjin, Wang Lianjun, Lei Jian, Chai Shasha, Liu Yi, Yang Yuanyuan, Yang Xinsun, Jiao Chunhai
Food Crops Institute, Hubei Academy of Agricultural Sciences, Wuhan, China.
Beijing Key Laboratory of Crop Genetic Improvement/Laboratory of Crop Heterosis and Utilization, Ministry of Education, China Agricultural University, Beijing, China.
PLoS One. 2017 Feb 10;12(2):e0172066. doi: 10.1371/journal.pone.0172066. eCollection 2017.
Sweet potato, Ipomoea batatas (L.) Lam., is an important food crop that is cultivated worldwide. However, no genome-wide assessment of the genetic diversity of sweet potato has been reported to date. In the present study, the population structure and genetic diversity of 197 sweet potato accessions most of which were from China were assessed using 62,363 SNPs. A model-based structure analysis divided the accessions into three groups: group 1, group 2 and group 3. The genetic relationships among the accessions were evaluated using a phylogenetic tree, which clustered all the accessions into three major groups. A principal component analysis (PCA) showed that the accessions were distributed according to their population structure. The mean genetic distance among accessions ranged from 0.290 for group 1 to 0.311 for group 3, and the mean polymorphic information content (PIC) ranged from 0.232 for group 1 to 0.251 for group 3. The mean minor allele frequency (MAF) ranged from 0.207 for group 1 to 0.222 for group 3. Analysis of molecular variance (AMOVA) showed that the maximum diversity was within accessions (89.569%). Using CoreHunter software, a core set of 39 accessions was obtained, which accounted for approximately 19.8% of the total collection. The core germplasm set of sweet potato developed will be a valuable resource for future sweet potato improvement strategies.
甘薯,即Ipomoea batatas (L.) Lam.,是一种在全球广泛种植的重要粮食作物。然而,迄今为止尚未有关于甘薯遗传多样性的全基因组评估报告。在本研究中,利用62363个单核苷酸多态性(SNP)对197份甘薯种质资源(其中大部分来自中国)的群体结构和遗传多样性进行了评估。基于模型的结构分析将这些种质资源分为三组:第1组、第2组和第3组。利用系统发育树评估了种质资源之间的遗传关系,该树将所有种质资源聚为三个主要类群。主成分分析(PCA)表明,种质资源根据其群体结构分布。种质资源之间的平均遗传距离在第1组为0.290至第3组为0.311之间,平均多态信息含量(PIC)在第1组为0.232至第3组为0.251之间。平均次要等位基因频率(MAF)在第1组为0.207至第3组为0.222之间。分子方差分析(AMOVA)表明,最大多样性存在于种质资源内部(89.569%)。使用CoreHunter软件,获得了39份种质资源的核心集,约占总收集量的19.8%。所构建的甘薯核心种质集将成为未来甘薯改良策略的宝贵资源。