Untargeted and targeted metabolomics strategy for the classification of strong aroma-type baijiu (liquor) according to geographical origin using comprehensive two-dimensional gas chromatography-time-of-flight mass spectrometry

被引:144
作者
Song, Xuebo [1 ,2 ]
Jing, Si [2 ]
Zhu, Lin [2 ]
Ma, Chenfei [3 ]
Song, Tao [4 ]
Wu, Jihong [2 ]
Zhao, Qiangzhong [1 ]
Zheng, Fuping [2 ]
Zhao, Mouming [1 ]
Chen, Feng [5 ]
机构
[1] South China Univ Technol, Sch Food Sci & Engn, Guangzhou 510640, Peoples R China
[2] Beijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing 100048, Peoples R China
[3] PetroChina Co Ltd, Petrochem Res Inst, Beijing 102206, Peoples R China
[4] China Natl Res Inst Food & Fermentat Ind, Beijing 100015, Peoples R China
[5] Clemson Univ, Dept Food Nutr & Packaging Sci, Clemson, SC 29634 USA
基金
国家重点研发计划;
关键词
GCxGC-TOFMS; Untargeted; Targeted; Metabolomics; Strong aroma-type baijiu; Geographical origin; SOLID-PHASE MICROEXTRACTION; CHINESE LIQUORS; QUANTITATIVE MEASUREMENTS; MICROBIAL COMMUNITY; DAQU; OLFACTOMETRY; COMBINATION; RETENTION;
D O I
10.1016/j.foodchem.2019.126098
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
A metabolomics strategy was developed to differentiate strong aroma-type baijiu (SAB) (distilled liquor) from the Sichuan basin (SCB) and Yangtze-Huaihe River Basin (YHRB) through liquid-liquid extraction coupled with GCxGC-TOFMS. PCA effectively separated the samples from these two regions. The PLS-DA training model was excellent, with explained variation and predictive capability values of 0.988 and 0.982, respectively. As a result, the model demonstrated its ability to perfectly differentiate all the unknown SAB samples. Twenty-nine potential markers were located by variable importance in projection values, and twenty-four of them were identified and quantitated. Discrimination ability is closely correlated to the characteristic flavor compounds, such as acid, esters, furans, alcohols, sulfides and pyrazine. Most of the marker compounds were less abundant in the SCB samples than in the YHRB samples. The quantitated markers were further processed using hierarchical cluster analysis for targeted analysis, indicating that the markers had great discrimination power to differentiate the SAB samples.
引用
收藏
页数:9
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