International Center for Tropical Agriculture (CIAT), Cali, Colombia.
National University of Colombia (UNAL), Palmira, Colombia.
Plant Mol Biol. 2022 Jun;109(3):215-232. doi: 10.1007/s11103-021-01124-0. Epub 2021 Feb 25.
A molecular analysis using informative SNP markers in 1570 clones of cassava from Vietnam reveals varietal composition from farmers' field and genebank collections Cassava is the most important smallholder cash crops in Southeast Asia and is especially used in industrial products. Yet, systematic genetic studies on molecular markers from Vietnamese germplasm have not been considered for breeding and conservation programs. We conducted a molecular analysis of 1570 clones of cassava germplasm from farms across six agro-ecological zones using informative SNP markers. We unraveled the genetic diversity and population structure and provided insights into the value of breeding and conservation programs. Duplicated genotypes comprised 98% of the total sample of the Central Highlands region. Ninety-six SNPs were amplified Central Highlands and South East provinces had the highest allelic richness, covering up to 83% of alleles. The average observed heterozygosity (Ho = 0.43) was slightly higher than expected (He = 0.40) across SNP markers, suggesting an excess of heterozygotes plants. Diversity indexes indicated that cassava populations from North West and Eastern Vietnam are genetically diverse (mean He = 0.40). Genetic parentage tests identified 85 unique genetic groups within the varieties KM94, KM419, BRA1305, KM101, KM140, PER262, KM60, KM57 and two unidentified varieties, which accounted for 82% of the frequency distribution. KM94 is the most dominant variety in Vietnamese farms surveyed (38%), reflecting its superior quality and productivity. Discriminant analysis of principal components (DAPC) revealed four main subgroups, which were partially corroborated by neighbor joining (NJ) analyses. After removing duplicates, 31 unique genotypes were distributed across five of the agro-ecological zones. These were well distributed in the subgroups revealed via DAPC and NJ analyses. The genetic groups identified herein could be used to select unique accessions that should ideally conform with ex situ germplasm collections and identify areas where on-farm conservation programs should be targeted. Newly identified genotypes may also contribute as genetic breeding resources that could be used to adapt cassava to future changes and farmers' needs.
利用在越南采集的 1570 个木薯克隆体中的信息 SNP 标记进行分子分析揭示了农民田间和基因库收集的品种组成 木薯是东南亚最重要的小农户经济作物,尤其用于工业产品。然而,针对越南种质资源的分子标记系统遗传研究尚未纳入到育种和保护计划中。我们利用信息 SNP 标记对来自六个农业生态区的 1570 个木薯种质克隆体进行了分子分析。我们揭示了遗传多样性和种群结构,并深入了解了育种和保护计划的价值。高地地区的克隆体中,有 98%是重复基因型。在中央高原和东南地区扩增到的 96 个 SNP 具有最高的等位基因丰富度,涵盖了多达 83%的等位基因。在 SNP 标记中,平均观测杂合度(Ho=0.43)略高于预期杂合度(He=0.40),表明存在过多的杂合子植物。多样性指数表明,越南北部和东部的木薯群体具有遗传多样性(平均 He=0.40)。遗传亲缘关系测试在 KM94、KM419、BRA1305、KM101、KM140、PER262、KM60、KM57 和两个未识别品种内确定了 85 个独特的遗传群体,这些群体占频率分布的 82%。KM94 是调查的越南农场中最主要的品种(38%),反映了其优良的品质和生产力。主成分判别分析(DAPC)揭示了四个主要亚群,这与邻接法(NJ)分析部分相符。去除重复后,31 个独特基因型分布在五个农业生态区。这些在 DAPC 和 NJ 分析中揭示的亚群中分布均匀。本文鉴定的遗传群体可用于选择独特的个体,这些个体理想情况下应与原地种质资源收集相符,并确定需要在田间进行保护计划的地区。新鉴定的基因型也可能作为遗传育种资源,用于使木薯适应未来的变化和农民的需求。