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利用 DArTseq 衍生的单核苷酸多态性 (SNP) 标记分析高粱(Sorghum bicolor (L.) Moench)地方品种的遗传多样性和种群结构。

Genetic Diversity and Population Structure of Sorghum (Sorghum bicolor (L.) Moench) Landraces Using DArTseq-Derived Single-Nucleotide Polymorphism (SNP) Markers.

机构信息

Department of Plant Science and Crop Protection, University of Nairobi, Nairobi, Kenya.

Department of Agricultural Science and Technology, Kenyatta University, Nairobi, Kenya.

出版信息

J Mol Evol. 2023 Aug;91(4):552-561. doi: 10.1007/s00239-023-10108-1. Epub 2023 May 5.

Abstract

Genetic integrity of an accession should be preserved in the conservation of germplasm. Characterization of diverse germplasm based on a molecular basis enhances its conservation and use in breeding programs. The aim of this study was to assess the genetic diversity of 169 sorghum accessions using a total of 6977 SNP markers. The polymorphic information content of the markers was 0.31 which is considered to be moderately high. Structure analysis using ADMIXTURE program revealed a total of 10 subpopulations. Neighbor-joining tree revealed the presence of six main clusters among these subpopulations whereas in principal component analysis, seven clusters were identified. Cluster analysis grouped most populations depending on source of collection although other accessions originating from the same source were grouped under different clusters. Analysis of molecular variance (AMOVA) revealed 30% and 70% of the variation occurred within and among accessions, respectively. Gene flow within the populations was, however, limited indicating high differentiation within the subpopulation. Observed heterozygosity among accessions varied from 0.03 to 0.06 with a mean of 0.05 since sorghum is a self-pollinating crop. High genetic diversity among the subpopulations can be further explored for superior genes to develop new sorghum varieties.

摘要

在种质资源保存中,应保持遗传物质的完整性。基于分子基础对多样化的种质资源进行特征描述,可增强其在保护和育种计划中的应用。本研究旨在利用总计 6977 个 SNP 标记评估 169 份高粱种质的遗传多样性。标记的多态信息含量为 0.31,被认为是中等偏高水平。ADMIXTURE 程序的结构分析显示,共有 10 个亚群。基于邻接法的聚类分析揭示了这 10 个亚群中存在 6 个主要聚类,而主成分分析则确定了 7 个聚类。聚类分析根据收集来源将大多数群体进行分组,尽管来自同一来源的其他样本被分在不同的聚类中。基于分子方差分析(AMOVA)的结果表明,30%和 70%的变异分别发生在群体内和群体间。然而,群体内的基因流有限,表明亚群内存在高度分化。观察到的群体间遗传多样性从 0.03 到 0.06 不等,平均值为 0.05,因为高粱是一种自花授粉作物。亚群间的高遗传多样性可以进一步探索,以开发新的高粱品种。

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