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    利用GBS技术开发烟草SNP标记及遗传多样性分析

    Analysis of Genetic Diversity of Tobacco Germplasm Resources Based on SNP Markers Via Genotyping-by-Sequencing Technology

    • 摘要: 研究烟草种质资源的遗传背景,为烟草种质资源的高效利用提供依据。采用GBS (genotyping-by-sequencing)技术,挖掘92份烟草种质资源的SNP位点,并进行遗传多样性和遗传结构分析。结果表明,测序共获得了147.165 Gb数据,平均每个样本1.599 Gb,筛选后共获得93 685个高质量的SNP位点;不同地理来源烟草群体等位基因数(Na)为1.27~1.93,观测杂合度(Ho)变化范围为0.22~0.76,期望杂合度(He)为0.32~0.59,多态性位点数(PLN)范围为15 877~44 249,多态性位点比率(PPL)为26.61%~74.17%,遗传多样性指数(H)为0.19~0.52,遗传距离(GD)为-0.0148~0.3849。基于遗传距离的NJ聚类将材料划分为两个类群;群体遗传结构分析表明,本研究所用材料基于模型可划分为4个亚群。通过GBS技术得到的测序数据量较大且质量较高,群体多态性较高,整体遗传多样性偏低,群体结构划分与种质来源不完全相关。

       

      Abstract: To understand the diversity and genetic structure of tobacco germplasm resources and provide an important theoretical foundation for resource use, GBS (genotyping-by-sequencing) technology was used to discover SNP loci for 92 tobacco germplasm resources. With the SNPs genotyping data, the genetic diversity and genetic structure were analyzed. By using GBS, a total of 147.165 Gb of sequences was generated from the 92 tobacco germplasms, and each sample produced 1.599 622 Gb in average. After being screened, a total of 93 685 of high-quality SNP sites was retained. The range of number of alleles (Na) for different geographic sources of tobacco population was 1.27-1.93. The observed heterozygosity (Ho) was 0.22~0.76. The expected heterozygosity (He) was 0.32-0.59. The number of polymorphic loci was 15 877-44 249. The percentage of polymorphic loci (PPL) was 26.61%-74.17%. The genetic diversity index (H) was 0.19-0.52. The genetic distance (GD) was -0.0148-0.3849. The genetic distance-based NJ clustering was used to classify the materials into two groups. The results of the population structure based on a model-based method indicated that these materials could be divided into four subgroups. In summary, the sequencing data obtained by GBS technology provide an effective and high feasible approach to assist the genotyping of 92 tobacco accessions with high population polymorphism and low genetic diversity abundance. The division of population structure was not completely related to the geographic origin of the germplasm.

       

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