Metabonomics classifies pathways affected by bioactive compounds. Artificial neural network classification of NMR spectra of plant extracts.

作者: Karl-Heinz Ott , Nelly Aranı́bar , Bijay Singh , Gerald W. Stockton

DOI: 10.1016/S0031-9422(02)00717-3

关键词: AuxinStereochemistryOxidase testChemistryMetabolomeMetaboliteMetabolic pathwayProton NMRAcetyl-CoA carboxylaseEnzymeBiochemistry

摘要: … artificial neural network analysis … neural network classification is expected to be similarly relevant to other metabonomic profiling applications, such as in drug discovery. Neural network …

参考文章(33)
M. Lauer, H. Fritsch, H. Sauter, Metabolic profiling of plants: a new diagnostic technique ACS Symposium series - American Chemical Society (USA). ,(1991)
S. T. Hadfield, P. W. A. Howe, P. D. Stanley, S. J. W. Hole, Metabolite profiling by NMR for high-throughput mode of action identification of screen hits. The BCPC Conference: Weeds, 2001, Volume 1 and Volume 2. Proceedings of an international conference held at the Brighton Hilton Metropole Hotel, Brighton, UK, 12-15 November 2001. pp. 551- 556 ,(2001)
R R Schmidt, HRAC CLASIFICATION OF HERBICIDES ACCORDING TO MODE OF ACTION 1997 Brighton crop protection conference: weeds. Proceedings of an international conference, Brighton, UK, 17-20 November 1997.. ,vol. 3, pp. 1133- 1140 ,(1997)
Henry H. Mantsch, Dennis Chapman, Infrared spectroscopy of biomolecules Wiley-Liss. ,(1996)
Oliver Fiehn, Joachim Kopka, Peter Dörmann, Thomas Altmann, Richard N. Trethewey, Lothar Willmitzer, Metabolite profiling for plant functional genomics Nature Biotechnology. ,vol. 18, pp. 1157- 1161 ,(2000) , 10.1038/81137
Tedros Bezabeh, Leonard Leboldus, Ian C. P. Smith, Ray L. Somorjai, Charles Littman, Per Hahn, The Classification of Benign and Malignant Human Prostate Tissue by Multivariate Analysis of 1H Magnetic Resonance Spectra Cancer Research. ,vol. 57, pp. 3398- 3401 ,(1997)
J R Bales, D P Higham, I Howe, J K Nicholson, P J Sadler, Use of high-resolution proton nuclear magnetic resonance spectroscopy for rapid multi-component analysis of urine. Clinical Chemistry. ,vol. 30, pp. 426- 432 ,(1984) , 10.1093/CLINCHEM/30.3.426
Asaph Aharoni, C. H. Ric de Vos, Harrie A. Verhoeven, Chris A. Maliepaard, Gary Kruppa, Raoul Bino, Dayan B. Goodenowe, Nontargeted Metabolome Analysis by Use of Fourier Transform Ion Cyclotron Mass Spectrometry OMICS: A Journal of Integrative Biology. ,vol. 6, pp. 217- 234 ,(2002) , 10.1089/15362310260256882
Wolfram Weckwerth, Oliver Fiehn, Can we discover novel pathways using metabolomic analysis Current Opinion in Biotechnology. ,vol. 13, pp. 156- 160 ,(2002) , 10.1016/S0958-1669(02)00299-9
Michael Jackson, James R. Mansfield, Brion Dolenko, Rajmund L. Somorjai, Henry H. Mantsch, Peter H. Watson, Classification of breast tumors by grade and steroid receptor status using pattern recognition analysis of infrared spectra. Cancer Detection and Prevention. ,vol. 23, pp. 245- 253 ,(1999) , 10.1046/J.1525-1500.1999.99025.X