Multi-component metabolic classification of commercial feverfew preparations via high-field 1H-NMR spectroscopy and chemometrics

被引:53
作者
Bailey, NJC
Sampson, J
Hylands, PJ
Nicholson, JK
Holmes, E
机构
[1] Univ London Imperial Coll Sci Technol & Med, Div Biomed Sci, London SW7 2AZ, England
[2] Kings Coll London, Dept Pharm, London WC2R 2LS, England
[3] Oxford Nat Products Plc, Charlbury, Oxon, England
关键词
feverfew; NMR spectroscopy; pattern recognition; principal components analysis; quality control; sample classification; Tanacetum parthenium; Compositae;
D O I
10.1055/s-2002-33793
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
There is increasing interest in evaluating the clinical efficacy of herbal medicines. However, there are significant analytical problems associated with quality control and the measurement of the overall composition of such complex, multi-component mixtures as normally required in the pharmaceutical industry. Here we describe a novel NMR spectroscopic and pattern recognition analytical approach to investigate composition and variability of a commonly used herbal medicine. 600 MHz H-1-NMR spectroscopy and principal components analysis (PCA) was used to discriminate between batches of 14 commercially available feverfew samples based on multi-component metabolite profiles. Two of the batches were significantly different from the other twelve. The twelve remaining classes could be classified into discrete groups by PCA on the basis of minor differences in overall chemical composition. NMR based pattern recognition (PR) analysis of extracts proved to be superior to PR analysis of HPLC traces of the same mixtures. This work indicates the potential value of NMR combined with PCA for the characterisation of complex natural product mixtures, and the discrimination of samples containing allegedly identical ingredients.
引用
收藏
页码:734 / 738
页数:5
相关论文
共 21 条
  • [11] Holmes E, 2000, Curr Opin Drug Discov Devel, V3, P72
  • [12] Statistical pattern recognition: A review
    Jain, AK
    Duin, RPW
    Mao, JC
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (01) : 4 - 37
  • [13] JESSUP D, 1982, THESIS U LONDON
  • [14] EFFICACY OF FEVERFEW AS PROPHYLACTIC TREATMENT OF MIGRAINE
    JOHNSON, ES
    KADAM, NP
    HYLANDS, DM
    HYLANDS, PJ
    [J]. BRITISH MEDICAL JOURNAL, 1985, 291 (6495) : 569 - 573
  • [15] FEVERFEW - CHEMISTRY AND BIOLOGICAL-ACTIVITY
    KNIGHT, DW
    [J]. NATURAL PRODUCT REPORTS, 1995, 12 (03) : 271 - 276
  • [16] Lazarowych NJ, 1998, DRUG INF J, V32, P497, DOI 10.1177/009286159803200222
  • [17] 'Metabonomics': understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data
    Nicholson, JK
    Lindon, JC
    Holmes, E
    [J]. XENOBIOTICA, 1999, 29 (11) : 1181 - 1189
  • [18] 750-MHZ H-1 AND H-1-C-13 NMR-SPECTROSCOPY OF HUMAN BLOOD-PLASMA
    NICHOLSON, JK
    FOXALL, PJD
    SPRAUL, M
    FARRANT, RD
    LINDON, JC
    [J]. ANALYTICAL CHEMISTRY, 1995, 67 (05) : 793 - 811
  • [19] COMPARISON OF FLAVANOIDS IN FEVERFEW VARIETIES AND RELATED SPECIES BY PRINCIPAL COMPONENTS-ANALYSIS
    SMITH, RM
    BURFORD, MD
    [J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1993, 18 (03) : 285 - 291
  • [20] The flavonoids of Tanacetum parthenium and T-vulgare and their anti-inflammatory properties
    Williams, CA
    Harborne, JB
    Geiger, H
    Robin, J
    Hoult, S
    [J]. PHYTOCHEMISTRY, 1999, 51 (03) : 417 - 423