Genetic Variation, Population Structure and the Possibility of Association Mapping of Biochemical and Agronomic Traits Using Dominant Molecular Markers in Iranian Tea Accessions

被引:5
|
作者
Rahimi, Mehdi [1 ]
Kordrostami, Mojtaba [2 ]
SafaeiChaeikar, Sanam [3 ]
机构
[1] Grad Univ Adv Technol, Inst Sci & High Technol & Environm Sci, Dept Biotechnol, End Haft Bagh E Alavi Highway Knowledge Paradise, Kerman, Iran
[2] Univ Guilan, Fac Agr Sci, Dept Plant Biotechnol, Rasht, Iran
[3] AREEO, Hort Sci Res Inst, Tea Res Ctr, Lahijan, Iran
基金
美国国家科学基金会;
关键词
Association analysis; Chlorophyll; Cluster; ISSR and SCoT markers; Mixed linear model; CAMELLIA-SINENSIS; DIVERSITY; PLANT; TOLERANCE; WHEAT;
D O I
10.1007/s40995-019-00784-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
One of the important methods for the study of quantitative traits is the association mapping through the use of phenotypic information and molecular markers. This study was carried out to examine the contrastive relationship between the biochemical and agronomic traits in tea accessions at the molecular level via association mapping and genetic diversity. In this study, 22 tea accessions were studied in an RCBD with two replications in 2017. Analysis of variance showed a significant difference between the accessions for the studied traits. Cluster analysis classified tea accessions into three groups based on the quantitative traits as well as DNA markers (SCoT and ISSR). Based on the Bayesian model, the tea accessions were classified into four subpopulations. In order to identify the molecular markers associated with the genes controlling traits variation, association mapping was carried out via two mixed linear models (MLM). Based on (G + P+K) and (G + P+Q + K) MLM models, 47 and 71 QTLs were identified for the studied traits, respectively. The SCoT4-1 locus was common between the four traits of chlorophyll a (CA), chlorophyll b (CB), total chlorophyll (CT) and leaf yield (LY) in both models. Also, the results showed that the development of STS and CAPS markers based on the identified markers can be used in breeding programs.
引用
收藏
页码:2769 / 2780
页数:12
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