食品科学 ›› 2021, Vol. 42 ›› Issue (8): 206-213.doi: 10.7506/spkx1002-6630-20200409-128

• 成分分析 • 上一篇    下一篇

气相色谱-质谱联用代谢组学技术分析不同产地稻米代谢物

张舒,王长远,冯玉超,盛亚男,富天昕,张艺玮,姜颖俊,于淼,张丽媛   

  1. (1.黑龙江八一农垦大学食品学院,黑龙江 大庆 163319;2.国家杂粮工程技术研究中心,黑龙江 大庆 163319)
  • 出版日期:2021-04-25 发布日期:2021-05-14
  • 基金资助:
    黑龙江省自然科学基金项目(LH2019C054);黑龙江省博士后基金项目(LBH-Z15217); 黑龙江省农垦总局科技项目(HNK135-05-01);“十三五”国家重点研发计划重点专项(2017YFD0401203); 黑龙江八一农垦大学研究生创新科研资助项目(YJSCX2019-Y58)

Analysis of Metabolites in Rice Produced in Different Regions by GC-MS-based Metabonomics

ZHANG Shu, WANG Changyuan, FENG Yuchao, SHENG Yanan, FU Tianxin, ZHANG Yiwei, JIANG Yingjun, YU Miao, ZHANG Liyuan   

  1. (1. College of Food Science, Heilongjiang Bayi Agricultural University, Daqing 163319, China;2. National Coarse Cereals Engineering Research Center, Daqing 163319, China)
  • Online:2021-04-25 Published:2021-05-14

摘要: 采用气相色谱-质谱联用的代谢组学手段,对黑龙江省2?个地理标志稻米产区的60?个水稻样本进行代谢组学研究,使用SIMCA软件和R软件对数据进行主成分分析、正交偏最小二乘-判别分析(orthogonal partial least square-discriminant analysis,OPLS-DA)等多元统计分析及代谢途径分析,探讨产地对稻米代谢及代谢产物的影响。结果共鉴定出167?个代谢产物,分析发现产地对稻米代谢物的数量、种类和含量均有影响,其中对含量的影响最显著。共筛选出32?个差异代谢物,层次聚类分析表明其可以作为产地鉴别的参考指标。OPLS-DA结果显示,两产地稻米区分显著,均有明显样本聚集区,说明产地对水稻代谢的影响很大。代谢途径分析共检索到与差异代谢物相关性高的9?条关键通路,发现不同产地对水稻中脂类和氨基酸类物质的代谢影响最大。脲基丙酸、角鲨烯、胆固醇、月桂酸、反丁烯二酸5?个代谢产物在不同产地水稻的代谢差异方面具有重要的参考意义。研究为稻米产地鉴别提供理论依据,为农产品产地溯源提供一定参考。

关键词: 代谢组学;气相色谱-质谱联用;稻米;产地

Abstract: Using gas chromatograph-mass spectrometry (GC-MS)-based metabolomics, we investigated 60 rice samples collected from two geographical indication rice-producing regions in Heilongjiang province. The SIMCA software and the R software were used to analyze the obtained data by multivariate statistical analysis and metabolic pathway analysis such as principal component analysis (PCA), orthogonal partial least square discriminant analysis (OPLS-DA). We explored the effect of the geographical origin on rice metabolism and metabolites. A total of 167 metabolites were identified, and our analysis revealed that the geographical origin affected the number, type, and content of rice metabolites, having the most significant effect on the content. A total of 32 differential metabolites were identified, and hierarchical cluster analysis showed that they could be used as a reference index for identification of the geographical origin of rice. The OPLS-DA results showed a clear discrimination between rice samples from the two producing regions, and the samples showed a significantly clustered distribution, indicating that the geographical origin had a great influence on rice metabolism. Metabolic pathway analysis found that nine key pathways were highly correlated with the differential metabolites. We determined that the geographical origin had the greatest impact on the metabolism of lipids and amino acids in rice. The five metabolites of ureapropionic acid, squalene, cholesterol, lauric acid and fumaric acid could be of great reference significance for understanding the metabolic differences of rice from different producing regions. This research provides a theoretical basis for the identification of rice from different producing region and a reference for tracing the geographical origin of agricultural products.

Key words: metabolomics; gas chromatography-mass spectrometry; rice; producing area

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