A practical method based on gas chromatography-mass spectrometry combined with chemometrics for the identification of Moutai liquor

被引:1
作者
Zhang, Jian [1 ]
Yin, Baohua [1 ]
Lian, Zhe [1 ]
Sun, Huihui [2 ]
Zhang, Guannan [1 ]
Li, Zhihao [1 ]
Zhang, Xiuxiu [2 ]
Liu, Zhenxing [2 ]
Qi, Fengliang [1 ]
Zou, Jixin [1 ]
Shi, Gaojun [1 ]
机构
[1] Minist Publ Secur, Inst Forens Sci, Beijing 100038, Peoples R China
[2] Dezhou Publ Secur Bur, Mat Evidence Authenticat & Res Ctr, Dezhou 253000, Peoples R China
基金
国家重点研发计划;
关键词
Chemometrics; differential metabolites; gas chromatograph-mass spectrometry; Moutai-flavour liquor; products identification and source tracing; CHINESE; DISCRIMINATION; ODOR;
D O I
10.1111/ijfs.17145
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
The cases of fake Moutai-flavour liquor have occurred frequently, seriously disrupting market economic order, therefore it is of great significance to realise the Moutai-flavour liquor identification. Herein, an approach based on GC-MS technology coupled with chemometrics was established to achieve products identification and origins traceability. The normalised metabolite data were analysed by PCA, OPLS-DA and volcano plot to screen differential metabolites. The heatmap visualisation and boxplot were used to explore the correlation between chemical markers and liquor samples. PLS-DA model realised the accurate classification of Moutai-flavour liquor samples using the screened chemical markers. All Moutai-flavour liquor samples of the prediction set were accurately differentiated with 100% accuracy during the external verification. This study indicated that an approach based on GC-MS coupled with chemometrics has great potential for products identification and source tracing, thus providing technical support for combating crime of fake Moutai-flavour liquor. The Moutai-flavour liquor samples were investigated by GC-MS approach combining with chemometrics analysis. A total of 29 differential metabolites were screened by PCA, OPLS-DA and volcano plot. Then, PLS-DA model realised the accurate classification of liquor samples, and heatmap elucidate the correlation between differential metabolites and liquor samples. image
引用
收藏
页码:8027 / 8036
页数:10
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