Strategy for metabonomics research based on high-performance liquid chromatography and liquid chromatography coupled with tandem mass spectrometry

被引:74
作者
Yang, J [1 ]
Xu, GW [1 ]
Zheng, WF [1 ]
Kong, HW [1 ]
Wang, C [1 ]
Zhao, XJ [1 ]
Pang, T [1 ]
机构
[1] Chinese Acad Sci, Dalian Inst Chem Phys, Natl Chromatog R&A Ctr, Dalian 116011, Peoples R China
关键词
metabonomics; peak alignment; liver; cancer; pattern recognition;
D O I
10.1016/j.chroma.2004.10.100
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Metabonomics, the study of metabolites and their roles in various disease states, is a novel methodology arising from the post-genomics era. This methodology has been applied in many fields. Current metabonomic practice has relied on mass spectrometry (MS), gas chromatography-mass spectrometry (GC-MS), and nuclear magnetic resonance (NMR) to analyze metabolites. In this study, a strategy was developed for applying high-performance liquid chromatography (HPLC) and LC-MS-MS to metabonomics research. One of the key problems to be solved in this strategy is to match the peaks between the chromatograms. A peak alignment algorithm has been developed to match the chromatograms before the pattern recognition. As an application example, the strategy described above was applied to metabonomics research on liver diseases, and the false-positive result of live cancer diagnosis from the hepatocirrhosis and hepatitis diseases was effectively reduced to 7.40%. Based on the pattern recognition, several potential biomarkers were found and further identified by the following LC-MS-MS experiments. The structures of eight potential biomarkers were given for distinguishing the liver cancer from the hepatocirrhosis and hepatitis diseases. (c) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:214 / 221
页数:8
相关论文
共 40 条
[1]  
Aharoni Asaph, 2002, OMICS A Journal of Integrative Biology, V6, P217, DOI 10.1089/15362310260256882
[2]   Automated mode-of-action detection by metabolic profiling [J].
Aranìbar, N ;
Singh, BK ;
Stockton, GW ;
Ott, KH .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2001, 286 (01) :150-155
[3]   Amino acid analysis in five pooled single plant cell samples using capillary electrophoresis coupled to laser-induced fluorescence detection [J].
Arlt, K ;
Brandt, S ;
Kehr, J .
JOURNAL OF CHROMATOGRAPHY A, 2001, 926 (02) :319-325
[4]  
Baggett BR, 2002, ELECTROPHORESIS, V23, P1642, DOI 10.1002/1522-2683(200206)23:11<1642::AID-ELPS1642>3.0.CO
[5]  
2-Y
[6]  
Bailey NJC, 2000, RAPID COMMUN MASS SP, V14, P679, DOI 10.1002/(SICI)1097-0231(20000430)14:8<679::AID-RCM936>3.0.CO
[7]  
2-V
[8]  
Brindle JT, 2002, NAT MED, V8, P1439, DOI 10.1038/nm802
[9]   Peak purity assessment in liquid chromatography-mass spectrometry [J].
Bylund, D ;
Danielsson, R ;
Markides, KE .
JOURNAL OF CHROMATOGRAPHY A, 2001, 915 (1-2) :43-52
[10]   Chromatographic alignment by warping and dynamic programming as a pre-processing tool for PARAFAC modelling of liquid chromatography-mass spectrometry data [J].
Bylund, D ;
Danielsson, R ;
Malmquist, G ;
Markides, KE .
JOURNAL OF CHROMATOGRAPHY A, 2002, 961 (02) :237-244