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Unraveling the efficiency of RAPD and SSR markers in diversity analysis and population structure estimation in common bean

机译:揭示RAPD和SSR标记在普通豆多样性分析和种群结构估计中的效率

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摘要

Increase in food production viz-a-viz quality of food is important to feed the growing human population to attain food as well as nutritional security. The availability of diverse germplasm of any crop is an important genetic resource to mine the genes that may assist in attaining food as well as nutritional security. Here we used 15 RAPD and 23 SSR markers to elucidate diversity among 51 common bean genotypes mostly landraces collected from the Himalayan region of Jammu and Kashmir, India. We observed that both the markers are highly polymorphic. The discriminatory power of these markers was determined using various parameters like; percent polymorphism, PIC, resolving power and marker index. 15 RAPDs produced 171 polymorphic bands, while 23 SSRs produced 268 polymorphic bands. SSRs showed a higher PIC value (0.300) compared to RAPDs (0.243). Further the resolving power of SSRs was 5.241 compared to 3.86 for RAPDs. However, RAPDs showed a higher marker index (2.69) compared to SSRs (1.279) that may be attributed to their higher multiplex ratio. The dendrograms generated with hierarchical UPGMA cluster analysis grouped genotypes into two main clusters with various degrees of sub clustering within the cluster. Here we observed that both the marker systems showed comparable accuracy in grouping genotypes of common bean according to their area of cultivation. The model based STRUCTURE analysis using 15 RAPD and 23 SSR markers identified a population with 3 sub-populations which corresponds to distance based groupings. High level of genetic diversity was observed within the population. These findings have further implications in common bean breeding as well as conservation programs.
机译:粮食产量的提高粮食质量的提高对于养活不断增长的人口以获取粮食以及营养安全至关重要。任何作物的不同种质的可利用性是挖掘可帮助获得食物和营养安全的基因的重要遗传资源。在这里,我们使用了15种RAPD和23种SSR标记来阐明51种常见豆基因型之间的多样性,这些基因型主要是从印度查mu和克什米尔的喜马拉雅地区收集的地方品种。我们观察到两个标记都是高度多态的。这些标记的辨别力是使用各种参数确定的;例如百分比多态性,PIC,分辨力和标记指数。 15个RAPD产生171个多态性带,而23个SSR产生268个多态性带。与RAPD(0.243)相比,SSR具有更高的PIC值(0.300)。此外,SSR的分辨能力为5.241,而RAPD的分辨力为3.86。然而,与SSR(1.279)相比,RAPD显示出更高的标记指数(2.69),这可能归因于其更高的复用率。通过分级UPGMA聚类分析生成的树状图将基因型分为两个主要聚类,在聚类内具有不同程度的子聚类。在这里,我们观察到,两种标记系统根据种植面积对普通豆的基因型分组显示出相当的准确性。使用15个RAPD和23个SSR标记的基于模型的结构分析确定了一个具有3个亚种群的种群,这些种群与基于距离的分组相对应。在种群中观察到高水平的遗传多样性。这些发现对普通豆的育种和保护计划具有进一步的意义。

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