• 中文核心期刊
  • CSCD来源期刊
  • 中国科技核心期刊
  • CA、CABI、ZR收录期刊

基于相关性分析、主成分分析和聚类分析评价多花黄精种质资源

Polygonatum cyrtonema Germplasms Evaluated by Correlation, Principal Component, and Cluster Analyses

  • 摘要:
    目的 通过对多花黄精种质资源进行综合评价,以期筛选出优质种质,为多花黄精优良品种的选育提供理论依据。
    方法 对福建省南平市光泽县桃州基地的不同多花黄精种质资源的株高、叶长和地上部鲜重等16个农艺性状进行测量,并结合多糖提取率进行相关性分析、主成分分析和聚类分析。
    结果 除分枝外所有的指标的变异系数均高于20%,表明13份黄精种质资源在株高、叶长和地上部鲜重等方面差异较大,有利于种质资源的比较和筛选。相关性分析结果表明,农艺性状指标间相关性较强,指标信息间存在重叠,适合采用主成分分析法提取少数指标对多花黄精种质资源进行综合评价。通过提取前6个主成分,特征值均大于1,同时累计方差贡献率达88.23%,包含了主要农艺性状的绝大部分信息。通过聚类分析将多花黄精种质资源分为2类,结合主成分分析与聚类分析对多花黄精种质资源农艺性状进行考察和评价,其中长叶多花黄精最为优异,可作为选育优良品种的推荐种质资源。
    结论 本研究筛选出一个优质多花黄精种质资源,为长叶多花黄精,该种质资源命名为闽长精1号,于2024年获得了福建省非主要作物品种认定委员会认定(闽认药2024003)。本研究为多花黄精的育种工作提供了理论基础。

     

    Abstract:
    Objective A comprehensive evaluation was conducted on Polygonatum cyrtonema germplasms to identify superior accessions for breeding.
    Method Sixteen agronomic traits, along with polysaccharide content, of P. cyrtonema collected at Taozhou Base in Guangze, Nanping City, Fujian Province were evaluated to determine breeding potentials of the germplasms using correlation, principal component, and cluster analyses.
    Result The coefficients of variation of all agronomic indexes, except branch count, were greater than 20%. Advantageously, the plant height, leaf length, and aboveground fresh weight of 13 germplasms differentiated significantly that eased cultivar selection. On the other hand, significant correlations and information overlap among the traits burred the borderlines that necessitated principal component analysis for clearcut comparison. By using top 6 principal components on the indexes with eigenvalues greater than 1 and 88.23% on cumulative variance contribution rate, it was found that most information on the main agronomic characteristics of the germplasms were covered. And by applying the cluster analysis, the collected P. cyrtonema germplasms could be distinctively categorized into two classes.
    Conclusion The multiple analyses selected the long-leaf P. cyrtonema from the collection of germplasms as the choice candidate for breeding high quality varieties. It was named “Min Chang Jing No. 1” and certified under the document of Min Ren Yao 2024003 issued by the Fujian Provincial Non-Major Crop Variety Identification Committee in 2024.

     

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