基于SSR标记的197份谷子遗传多样性分析
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内蒙古自治区农牧业科学院

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财政部和农业农村部:国家现代农业产业技术体系(CARS-06-14.5-B11);内蒙古科技计划项目(2021GG0375)。


Genetic Diversity Analysis of 197 Foxtail Millet Accessions Based on SSR Markers
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    摘要:

    本研究通过对197份来自全国各地的地方农家种、育成品种(系)等谷子种质资源进行SSR分子标记多样性分析。结果表明,12对SSR引物在197份谷子种质中均表现多态性,共检测到173个等位基因(Na),平均每对引物检测出14.417个;Shannon’s信息指数(I)范围在0.207~2.623,平均为1.621,其中7对引物达到1.5以上;PIC值变化范围在0.074~0.894,平均为0.628,8对引物具有高度多态性(PIC>0.5)。分子方差分析(AMOVA)结果表明197份谷子种质的群体间变异百分率为12.0%,群体内变异百分率达88.0%,与遗传分化指数(Fst=0.141)一致,这可能是较高的基因流(Nm=3.642)引起的。PCoA分析将197份谷子种质分为4大类。第一主成分和第二主成分分别可以解释总变量的23.08%和20.33%。主成分分析结果表明,地理位置相近的群体并没有被优先聚为一类,说明各品种(系)的遗传差异性与地区之间的关系可能没有相关性。本研究结果为谷子种质资源的保护和利用提供了理论依据,为今后谷子育种工作和进一步的科学研究和高效利用提供了科学依据。

    Abstract:

    In this study, SSR molecular marker diversity analysis was performed on 197 foxtail millet germplasm resources such as local farm species and bred varieties ( lines ) from all over the country. The results showed that 12 pairs of SSR primers were polymorphic in 197 millet germplasm, and 173 alleles ( Na ) were detected, with an average of 14.417 alleles per primer. Shannon "s information index ( I ) ranged from 0.207 to 2.623, with an average of 1.621, of which 7 pairs of primers reached more than 1.5. The PIC values ranged from 0.074 to 0.894, with an average of 0.628. Eight pairs of primers were highly polymorphic ( PIC > 0.5 ). The results of molecular variance analysis ( AMOVA ) showed that the percentage of variation among populations of 197 foxtail millet germplasms was 12.0 %, and the percentage of variation within populations was 88.0 %, which was consistent with the genetic differentiation index ( Fst = 0.141 ), which may be caused by high gene flow ( Nm = 3.642 ). PCoA analysis divided 197 foxtail millet germplasms into four categories. The first principal component and the second principal component can explain 23.08 % and 20.33 % of the total variables, respectively. The results of principal component analysis showed that the populations with similar geographical locations were not preferentially clustered into one group, indicating that there may be no correlation between the genetic differences of each variety ( line ) and the relationship between regions. The results of this study provide a theoretical basis for the protection and utilization of millet germplasm resources, and provide a scientific basis for future millet breeding work and further scientific research and efficient utilization.

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  • 收稿日期:2024-09-24
  • 最后修改日期:2024-11-13
  • 录用日期:2024-12-03
  • 在线发布日期: 2025-01-16
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