A novel strategy to rapidly explore potential chemical markers for the discrimination between raw and processed Radix Rehmanniae by UHPLC-TOFMS with multivariate statistical analysis

被引:105
作者
Li, Song-Lin [1 ]
Song, Jing-Zheng [1 ]
Qiao, Chun-Feng [1 ]
Zhou, Yan [1 ]
Qian, Keduo [2 ]
Lee, Kuo-Hsiung [2 ]
Xu, Hong-Xi [1 ]
机构
[1] Hong Kong Jockey Club Inst Chinese Med, Chinese Med Lab, Shatin, Hong Kong, Peoples R China
[2] Univ N Carolina, Sch Pharm, Nat Prod Res Labs, Chapel Hill, NC 27599 USA
关键词
Herb processing; Chemical marker; UHPLC-TOFMS; Radix Rehmanniae; Multivariate statistical analysis; ABSOLUTE STEREOSTRUCTURES; MONOTERPENE GLUCOSIDE; IRIDOID GLYCOSIDES; IONONE GLUCOSIDES; REHMAGLUTIN-C; CRUDE; REHMAIONOSIDES; REHMAPICROSIDE; CONSTITUENTS; METABOLOMICS;
D O I
10.1016/j.jpba.2009.10.002
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In traditional Chinese medicine, raw and processed herbs are used to treat different diseases. Suitable chemical markers are crucial for the discrimination between raw and processed herbs. In this study, a novel strategy using UHPLC-TOFMS coupled with multivariate statistical analysis to rapidly explore potential chemical markers was proposed and validated. Using Radix Rehmanniae as a model herb, batches of raw and processed samples were determined by UHPLC-TOFMS. The datasets of t(R)-m/z pair, ion intensity and sample code were subjected to principal component analysis (PCA) and orthogonal partial least squared discriminant analysis (OPLS-DA) to holistically compare the difference between raw and processed samples. Once a clear cluster was found, extended statistics was performed to generate S-plot, in which the variables (t(R)-m/z pair) contributing most to the difference were clearly indicated as points at the two ends of "S", and the components that correlate to these ions should be the processing-induced transformed components. These transformed components could be regarded as the potential chemical markers that can be used to distinguish between raw and processed herbs. The identity of the potential markers can be identified by comparing the mass/UV spectra and retention time with that of reference compounds and/or tentatively assigned by matching empirical molecular formula with that of the known compounds published. Using this proposed strategy, leonuride or its isomer and 5-(alpha-D-glucopyranosyl-(1-6)-alpha-D-glucopyranosyloxymethyl)-2-furancarboxaldehyde were rapidly explored as the most characteristic markers of raw and processed Radix Rehmanniae, respectively. This newly proposed strategy can not only be used to explore chemical markers but also to investigate the chemical transforming mechanisms underlying traditional herb processing. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:812 / 823
页数:12
相关论文
共 34 条
[21]   CHEMICAL AND BIOLOGICAL STUDIES ON REHMANNIAE RADIX .4. IRIDOID GLYCOSIDES FROM REHMANNIA-GLUTINOSA [J].
MOROTA, T ;
SASAKI, H ;
NISHIMURA, H ;
SUGAMA, K ;
CHIN, M ;
MITSUHASHI, H .
PHYTOCHEMISTRY, 1989, 28 (08) :2149-2153
[22]   CHEMICAL AND BIOLOGICAL STUDIES ON REHMANNIAE RADIX .3. 6 IRIDOID GLYCOSIDES FROM REHMANNIA-GLUTINOSA [J].
NISHIMURA, H ;
SASAKI, H ;
MOROTA, T ;
CHIN, M ;
MITSUHASHI, H .
PHYTOCHEMISTRY, 1989, 28 (10) :2705-2709
[23]   CHEMICAL AND BIOLOGICAL STUDIES ON REHMANNIAE RADIX .7. 6 GLYCOSIDES FROM REHMANNIA-GLUTINOSA VAR PURPUREA [J].
NISHIMURA, H ;
SASAKI, H ;
MOROTA, T ;
CHIN, M ;
MITSUHASHI, H .
PHYTOCHEMISTRY, 1990, 29 (10) :3303-3306
[24]   Nonlinear data alignment for UPLC-MS and HPLC-MS based metabolomics:: Quantitative analysis of endogenous and exogenous metabolites in human serum [J].
Nordstrom, Anders ;
O'Maille, Grace ;
Qin, Chuan ;
Siuzdak, Gary .
ANALYTICAL CHEMISTRY, 2006, 78 (10) :3289-3295
[25]   IRIDOID GLYCOSIDES OF REHMANNIA-GLUTINOSA [J].
OSHIO, H ;
INOUYE, H .
PHYTOCHEMISTRY, 1982, 21 (01) :133-138
[26]   CHEMICAL AND BIOLOGICAL STUDIES ON REHMANNIAE RADIX .8. NORCAROTENOIDS OF REHMANNIA-GLUTINOSA VAR HUEICHINGENSIS [J].
SASAKI, H ;
MOROTA, T ;
NISHIMURA, H ;
OGINO, T ;
KATSUHARA, T ;
SUGAMA, K ;
CHIN, M ;
MITSUHASHI, H .
PHYTOCHEMISTRY, 1991, 30 (06) :1997-2001
[27]   CHEMICAL AND BIOLOGICAL STUDIES ON REHMANNIAE RADIX .2. HYDROXYCINNAMIC ACID-ESTERS OF PHENETHYLALCOHOL GLYCOSIDES FROM REHMANNIA-GLUTINOSA VAR PURPUREA [J].
SASAKI, H ;
NISHIMURA, H ;
CHIN, M ;
CHEN, ZX ;
MITSUHASHI, H .
PHYTOCHEMISTRY, 1989, 28 (03) :875-879
[28]  
SASAKI H, 1989, PLANTA MED, P458
[29]   Characterization of radix rehmanniae processing procedure using FT-IR spectroscopy through nonnegative independent component analysis [J].
Wang, Guoqing ;
Dong, Chunhong ;
Shang, Yukuan ;
Sun, Yu-an ;
Fu, Dexue ;
Zhao, Jianbo .
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2009, 394 (03) :827-833
[30]   Investigation on influencing factors of 5-HMF content in Schisandra. [J].
Xu Q. ;
Li Y.H. ;
Lü X.Y. .
Journal of Zhejiang University SCIENCE B, 2007, 8 (6) :439-445