Feed and Forage Development, International Livestock Research Institute, Addis Ababa, Ethiopia.
Ethiopian Institute of Agricultural Research, Holeta Agricultural Research Centre, Holeta, Ethiopia.
Sci Rep. 2023 Sep 4;13(1):14509. doi: 10.1038/s41598-023-41583-7.
Genetic diversity amongst genotypes of several Napier grass collections was analyzed and compared with the diversity in a set of open pollinated progeny plants. A total of 114,881 SNP and 46,293 SilicoDArT genome-wide markers were generated on 574 Napier grass genotypes. Of these, 86% of the SNP and 66% of the SilicoDArT markers were mapped onto the fourteen chromosomes of the Napier grass genome. For genetic diversity analysis, a subset of highly polymorphic and informative SNP markers was filtered using genomic position information, a maximum of 10% missing values, a minimum minor allele frequency of 5%, and a maximum linkage-disequilibrium value of 0.5. Extensive genetic variation, with an average Nei's genetic distance value of 0.23, was identified in the material. The genotypes clustered into three major and eleven sub-clusters with high levels of genetic variation contained both within (54%) and between (46%) clusters. However, we found that there was low to moderate genetic differentiation among the collections and that some overlap and redundancy occurred between collections. The progeny plants were genetically diverse and divergent from the germplasm collections, with an average F value of 0.08. We also reported QTL regions associated with forage biomass yield based on field phenotype data measured on a subset of the Napier grass collections. The findings of this study offer useful information for Napier grass breeding strategies, enhancement of genetic diversity, and provide a guide for the management and conservation of the collections.
对多个象草种质资源基因型的遗传多样性进行了分析,并与一组开放授粉后代植株的多样性进行了比较。共在 574 个象草基因型上生成了 114881 个 SNP 和 46293 个 SilicoDArT 全基因组标记。其中,86%的 SNP 和 66%的 SilicoDArT 标记被映射到象草基因组的 14 条染色体上。为了进行遗传多样性分析,使用基因组位置信息、最大 10%的缺失值、最小等位基因频率 5%和最大连锁不平衡值 0.5,对高度多态性和信息丰富的 SNP 标记进行了过滤。在所研究的材料中发现了广泛的遗传变异,平均 Nei 的遗传距离值为 0.23。基因型聚类为三个主要聚类和十一个亚聚类,具有高水平的遗传变异,包括聚类内(54%)和聚类间(46%)。然而,我们发现各收集品之间的遗传分化程度较低且适中,并且在收集品之间存在重叠和冗余。与种质资源收集相比,后代植株遗传多样且分化程度较高,平均 F 值为 0.08。我们还报道了基于象草收集品子集上测量的田间表型数据与饲草生物量产量相关的 QTL 区域。本研究的结果为象草的育种策略、遗传多样性的提高提供了有用的信息,并为收集品的管理和保护提供了指导。