Department of Agricultural Production, Makerere University, Kampala, Uganda.
Makerere University Regional Center for Crop Improvement, Makerere University, Kampala, Uganda.
PLoS One. 2023 Feb 14;18(2):e0277537. doi: 10.1371/journal.pone.0277537. eCollection 2023.
Assessing the genetic diversity of yam germplasm from different geographical origins for cultivation and breeding purposes is an essential step for crop genetic resource conservation and genetic improvement, especially where the crop faces minimal attention. This study aimed to classify the population structure, and assess the extent of genetic diversity in 207 Dioscorea rotundata genotypes sourced from three different geographical origins. A total of 4,957 (16.2%) single nucleotide polymorphism markers were used to assess genetic diversity. The SNP markers were informative, with polymorphic information content ranging from 0.238 to 0.288 and a mean of 0.260 across all the genotypes. The observed and expected heterozygosity was 0.12 and 0.23, respectively while the minor allele frequency ranged from 0.093 to 0.124 with a mean of 0.109. The principal coordinate analysis, model-based structure and discriminant analysis of principal components, and the Euclidean distance matrix method grouped 207 yam genotypes into three main clusters. Genotypes from West Africa (Ghana and Nigeria) had significant similarities with those from Uganda. Analysis of molecular variance revealed that within-population variation across three different geographical origins accounted for 93% of the observed variation. This study, therefore, showed that yam improvement in Uganda is possible, and the outcome will constitute a foundation for the genetic improvement of yams in Uganda.
评估来自不同地理起源的山药种质资源的遗传多样性,对于作物遗传资源保护和遗传改良至关重要,特别是在作物受到关注较少的情况下。本研究旨在对三个不同地理起源的 207 个盾叶薯蓣基因型进行群体结构分类和遗传多样性评估。共使用了 4957 个(16.2%)单核苷酸多态性标记来评估遗传多样性。SNP 标记是信息丰富的,多态信息含量范围为 0.238 至 0.288,所有基因型的平均值为 0.260。观察到的和预期的杂合度分别为 0.12 和 0.23,而最小等位基因频率范围为 0.093 至 0.124,平均值为 0.109。主坐标分析、基于模型的结构和主成分判别分析以及欧式距离矩阵方法将 207 个山药基因型分为三个主要聚类。来自西非(加纳和尼日利亚)的基因型与来自乌干达的基因型具有显著的相似性。分子方差分析表明,三个不同地理起源的种群内变异占观察到的变异的 93%。因此,本研究表明,乌干达的山药改良是可行的,其结果将为乌干达山药的遗传改良奠定基础。