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农学学报 ›› 2019, Vol. 9 ›› Issue (5): 5-9.doi: 10.11923/j.issn.2095-4050.cjas19010006

所属专题: 资源与环境

• 农艺科学 生理生化 • 上一篇    下一篇

甜高粱种质资源主要农艺性状的主成分及聚类分析

王 官, 赵威军, 张 阳, 邵荣峰, 张 伟, 薛丁丁, 范国华, 王 磊   

  1. 山西省农业科学院高粱研究所
  • 收稿日期:2019-01-04 修回日期:2019-03-27 接受日期:2019-04-11 出版日期:2019-05-21 发布日期:2019-05-21
  • 通讯作者: 王 官 E-mail:915235140@qq.com
  • 基金资助:
    山西省农业科学院生物育种工程项目“甜高粱光敏品系创制及新品种选育”(17yzgc033);高粱遗传与种质创新山西省重点实验室青年基 金“秋水仙素诱导甜高粱染色体加倍效应研究”(2018Q-4)。

Main Agronomic Characters of Sweet Sorghum Germplasm: Principal Component Analysis and Cluster Analysis

  • Received:2019-01-04 Revised:2019-03-27 Accepted:2019-04-11 Online:2019-05-21 Published:2019-05-21

摘要: 为了解甜高粱种质资源的多样性,充分挖掘利用其有益基因,提高甜高粱育种效率。本试验对15份甜高粱种质资源的7个农艺性状进行遗传变异、相关性、主成分及聚类分析。结果表明,7个农艺性状中锤度变异系数最大,为31.22%;茎粗变异系数最小,为7.73%。相关性分析结果显示,株高与茎粗呈极显著负相关,与穗粒重、千粒重呈弱负相关;锤度与其它6个性状相关性较弱。主成分分析结果表明,株型因子、籽粒产量因子、锤度因子累计贡献率达83.115%,可基本反映7个农艺性状的遗传信息。通过聚类分析将15份甜高粱种质资源分为4大类,各类群间农艺性状差异明显,其中第Ⅲ、第Ⅳ类群性状优良,可作为核心种质资源进一步挖掘利用。

关键词: 杂交稻, 杂交稻, 籽粒, 比重, 产量性状

Abstract: To understand the diversity of germplasm, explore beneficial genes and improve breeding efficiency of sweet sorghum, we carried out the genetic variation, correlation, principal component and cluster analysis of 7 agronomic characters of 15 sweet sorghum germplasm resources. The results showed that: the variation coefficient of brix was the largest (31.22%) and that of stem diameter was the smallest (7.73%) among the 7 agronomic characters; the correlation analysis showed that plant height was significantly and negatively correlated with stem diameter, and was negatively correlated with 1000-grain weight and weight of grains per panicle; the correlation between brix and the other 6 characters was weak; the principal component analysis showed that the cumulative contribution rate of the plant type factor, the grain yield factor and the bix factor was 83.115% , reflecting the genetic information of the 7 agronomic characters; the 15 sweet sorghum germplasm resources could be divided into 4 types with cluster analysis, the difference of agronomic characters among the 4 types was obvious; the Ⅲ and Ⅳ type with superior characters could be further excavated and utilized as a core germplasm resource.

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