Comprehensive Evaluation of Apple Germplasm Genetic Diversity on the Basis of 26 Phenotypic Traits

被引:5
作者
Tian, Wen [1 ,2 ]
Li, Zichen [2 ]
Wang, Lin [2 ]
Sun, Simiao [2 ]
Wang, Dajiang [2 ]
Wang, Kun [2 ]
Wang, Guangyi [2 ]
Liu, Zhao [1 ,2 ]
Lu, Xiang [1 ,2 ]
Feng, Jianrong [1 ]
Gao, Yuan [2 ]
机构
[1] Shihezi Univ, Coll Agr, Key Lab Special Fruits & Vegetables Cultivat Physi, Xinjiang Prod & Construct Corps, Shihezi 832000, Peoples R China
[2] Chinese Acad Agr Sci, Res Inst Pomol, Key Lab Hort Crops Germplasm Resources Utilizat, Minist Agr & Rural Affairs, Xingcheng 125100, Peoples R China
来源
AGRONOMY-BASEL | 2024年 / 14卷 / 06期
基金
国家重点研发计划;
关键词
apple germplasms; phenotypic traits; genetic diversity; comprehensive evaluation; ACCESSIONS;
D O I
10.3390/agronomy14061264
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
We used 256 apple germplasm resources for a thorough examination of the genetic diversity associated with 26 phenotypic traits (i.e., genetic diversity analysis, cluster analysis, correlation analysis, principal component analysis, and membership function). The average coefficient of variation for 12 morphological traits was 66.39% (21.10-201.5%). The coefficient of variation was highest and lowest for the fruit arris and the width of the eye basin, respectively. Additionally, the diversity index ranged from 0.54 to 1.33. Moreover, the coefficient of variation for 14 numerical traits varied from 5.37% to 50%. The titratable acid content had the highest coefficient of variation, with a diversity index ranging from 2.01 to 2.08 (average of 2.045). A cluster analysis categorized 256 germplasms into four groups, among which Group I included germplasms with large fruits and the best comprehensive performance. Of the top 10 principal components revealed by the principal component analysis, principal component 1 was mainly related to fruit size and flavor. The top 10 germplasms were selected on the basis of comprehensive scores using the membership function method. Furthermore, a stepwise regression analysis identified 15 key traits for identifying apple germplasms, including the vegetative growth day, fruit weight, and the firmness of the fruit without skin. These results can serve as the foundation for future analyses of the phenotypic diversity of apple germplasms, while also providing a theoretical basis for screening, characterizing, and further improving excellent apple germplasms.
引用
收藏
页数:15
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