Seed metabolomic study reveals significant metabolite variations and correlations among different soybean cultivars

被引:68
|
作者
Lin, Hong [1 ,2 ]
Rao, Jun [1 ]
Shi, Jianxin [1 ,3 ]
Hu, Chaoyang [1 ]
Cheng, Fang [1 ]
Wilson, Zoe A. [2 ]
Zhang, Dabing [1 ]
Quan, Sheng [1 ,3 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Life Sci & Biotechnol, Natl Ctr Mol Characterizat Genetically Modified O, Shanghai 200240, Peoples R China
[2] Univ Nottingham, Sch Biosci, Dept Plant & Crop Sci, Loughborough LE12 5RD, Leics, England
[3] Shanghai Ruifeng Agr Sci & Technol Co Ltd, Shanghai 200120, Peoples R China
基金
英国生物技术与生命科学研究理事会;
关键词
Gas chromatography-mass spectrometry (GC-MS); metabolic network; metabolite-metabolite correlation; metabolomics; soybean; ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS; MS); FLAVONOIDS; TOLERANCE; GENOTYPE; CARBON;
D O I
10.1111/jipb.12228
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Soybean [Glycine max (L.) Merr.] is one of the world's major crops, and soybean seeds are a rich and important resource for proteins and oils. While omics studies, such as genomics, transcriptomics, and proteomics, have been widely applied in soybean molecular research, fewer metabolomic studies have been conducted for large-scale detection of low molecular weight metabolites, especially in soybean seeds. In this study, we investigated the seed metabolomes of 29 common soybean cultivars through combined gas chromatography-mass spectrometry and ultra-performance liquid chromatography-tandem mass spectrometry. One hundred sixty-nine named metabolites were identified and subsequently used to construct a metabolic network of mature soybean seed. Among the 169 detected metabolites, 104 were found to be significantly variable in their levels across tested cultivars. Metabolite markers that could be used to distinguish genetically related soybean cultivars were also identified, and metabolite-metabolite correlation analysis revealed some significant associations within the same or among different metabolite groups. Findings from this work may potentially provide the basis for further studies on both soybean seed metabolism and metabolic engineering to improve soybean seed quality and yield.
引用
收藏
页码:826 / 836
页数:11
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