Chemometrics for comprehensive analysis of nucleobases, nucleosides, and nucleotides in Siraitiae Fructus by hydrophilic interaction ultra high performance liquid chromatography coupled with triple-quadrupole linear ion-trap tandem mass spectrometry

被引:17
作者
Zhou, Guisheng [1 ]
Wang, Mengyue [1 ]
Xu, Renjie [1 ]
Li, Xiao-Bo [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Pharm, Shanghai 200240, Peoples R China
关键词
Chemometrics; Hydrophilic interaction liquid chromatography; Nucleosides; Triple quadrupole; Siraitiae Fructus; MULTIVARIATE CURVE RESOLUTION; AMINO-ACIDS; IDENTIFICATION; SEPARATION; MS/MS; DISCRIMINATION; FINGERPRINTS; QUANTITATION; COMBINATION; GROSVENORII;
D O I
10.1002/jssc.201500680
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
A rapid and sensitive hydrophilic interaction ultra high performance liquid chromatography coupled with triple-quadrupole linear ion-trap tandem mass spectrometry method was validated for the simultaneous determination of 20 nucleobases, nucleosides, and nucleotides (within 3.5 min), and then was employed to test the functional food of Luo-Han-Guo samples. The analysis showed that the Luo-Han-Guo was rich in guanosine and uridine, but contained trace levels of the other target compounds. Chemometrics methods were employed to identify 40 batches of Luo-Han-Guo samples from different cultivated forms, regions and varieties. Unsupervised hierarchical cluster analysis and principal component analysis were used to classify Luo-Han-Guo samples based on the level of the 20 target compounds, and the supervised learning method of counter propagation artificial neural network was utilized to further separate clusters and validate the established model. As a result, the samples could be clustered into three primary groups, in which correlation with cultivated varieties was observed. The present strategy could be applied to the investigation of other edible plants containing nucleobases, nucleosides, or nucleotides.
引用
收藏
页码:3508 / 3515
页数:8
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