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KMID : 0381120210430080897
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Genes and Genomics
2021 Volume.43 No. 8 p.897 ~ p.912
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Genome-wide association analysis for yield-related traits at the R6 stage in a Chinese soybean mini core collection
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Li Xiangnan
Zhou Yang
Bu Yuanpeng
Wang Xinfang
Zhang Yumei
Guo Na
Zhao Jinming
Xing Han
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Abstract
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Background: Soybean (Glycine max (L.) Merr.) is an economically important crop for vegetable oil and protein production, and yield is a critical trait for grain/vegetable uses of soybean. However, our knowledge of the genes controlling the vegetable soybean yield remains limited.
Objective: To better understand the genetic basis of the vegetable soybean yield.
Methods: The 100-pod fresh weight (PFW), 100-seed fresh weight (SFW), kernel percent (KP) and moisture content of fresh seeds (MCFS) at the R6 stage are four yield-related traits for vegetable soybean. We investigated a soybean mini core collection composed of 224 germplasm accessions for four yield-related traits in two consecutive years. Based on 1514 single nucleotide polymorphisms (SNPs), genome-wide association studies (GWAS) were conducted using a mixed linear model (MLM).
Results: Extensive phenotypic variation existed in the soybean mini core collection and significant positive correlations were shown among most of traits. A total of 16 SNP markers for PFW, SFW, KP and MCFS were detected in all environments via GWAS. Nine SNP markers were repeatedly identified in two environments. Among these markers, eight were located in or near regions where yield-related QTLs have been reported in previous studies, and one was a novel genetic locus identified in this study. In addition, we conducted candidate gene analysis to the large-effect SNP markers, a total of twelve genes were proposed as potential candidate genes of soybean yield at the R6 stage.
Conclusion: These results will be beneficial for understanding the genetic basis of soybean yield at the R6 stage and facilitating the pyramiding of favourable alleles for future high-yield breeding by marker-assisted selection in vegetable soybean.
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KEYWORD
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Chinese soybean mini core collection, Yield-related traits, R6 stage, Genome-wide association studies (GWAS), Single nucleotide polymorphism (SNP)
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