MASS SPECTROMETRY-BASED HOLISTIC ANALYTICAL APPROACHES FOR METABOLITE PROFILING IN SYSTEMS BIOLOGY STUDIES

被引:156
作者
Theodoridis, Georgios [1 ]
Gika, Helen G. [1 ,2 ]
Wilson, Ian D. [3 ]
机构
[1] Aristotle Univ Thessaloniki, Dept Chem, Analyt Chem Lab, Thessaloniki 54124, Greece
[2] Aristotle Univ Thessaloniki, Lab Forens Med & Toxicol, Sch Med, Thessaloniki 54124, Greece
[3] AstraZeneca, Dept Drug Metab & Pharmacokinet, Macclesfield SK10 4TG, Cheshire, England
关键词
global metabolite profiling; metabonomics; metabolomics; mass spectroscopic analysis; separations; hyphenation; LIQUID CHROMATOGRAPHY/MASS SPECTROMETRY; MULTIVARIATE STATISTICAL-ANALYSIS; CAPILLARY-ELECTROPHORESIS; HUMAN URINE; METABONOMIC ANALYSIS; GC-MS; H-1-NMR SPECTROSCOPY; RAT URINE; HPLC-MS; ELECTROSPRAY-IONIZATION;
D O I
10.1002/mas.20306
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Metabonomics and metabolomics represent one of the three major platforms in systems biology. To perform metabolomics it is necessary to generate comprehensive "global" metabolite profiles from complex samples, for example, biological fluids or tissue extracts. Analytical technologies based on mass spectrometry (MS), and in particular on liquid chromatography-MS (LC-MS), have become a major tool providing a significant source of global metabolite profiling data. In the present review we describe and compare the utility of the different analytical strategies and technologies used for MS-based metabolomics with a particular focus on LC-MS. Both the advantages offered by the technology and also the challenges and limitations that need to be addressed for the successful application of LC-MS in metabolite analysis are described. Data treatment and approaches resulting in the detection and identification of biomarkers are considered. Special emphasis is given to validation issues, instrument stability, and QA/quality control (QC) procedures. (C) 2011 Wiley Periodicals, Inc., Mass Spec Rev 30: 884-906, 2011
引用
收藏
页码:884 / 906
页数:23
相关论文
共 103 条
[51]   Analytical technologies for metabonomics and metabolomics, and multi-omic information recovery [J].
Lindon, John C. ;
Nicholson, Jeremy K. .
TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2008, 27 (03) :194-204
[52]   Profiling and biomarker identification in plasma from different Zucker rat strains via high mass accuracy multistage mass spectrometric analysis using liquid chromatography/mass spectrometry with a quadrupole ion trap-time of flight mass spectrometer [J].
Loftus, Neil ;
Miseki, Kozo ;
Iida, Junko ;
Gika, Helen G. ;
Theodoridis, Georgios ;
Wilson, Ian D. .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2008, 22 (16) :2547-2554
[53]   MetAlign: Interface-Driven, Versatile Metabolomics Tool for Hyphenated Full-Scan Mass Spectrometry Data Preprocessing [J].
Lommen, Arjen .
ANALYTICAL CHEMISTRY, 2009, 81 (08) :3079-3086
[54]   Comparative evaluation of software for deconvolution of metabolomics data based on GC-TOF-MS [J].
Lu, Hongmei ;
Dunn, Warwick B. ;
Shen, Hailin ;
Kell, Douglas B. ;
Liang, Yizeng .
TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2008, 27 (03) :215-227
[55]   LC-MS-based metabonomics analysis [J].
Lu, Xin ;
Zhao, Xinjie ;
Bai, Changmin ;
Zhao, Chunxia ;
Lu, Guo ;
Xu, Guomang .
JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2008, 866 (1-2) :64-76
[56]   Experimental and analytical variation in human urine in 1H NMR spectroscopy-based metabolic phenotyping studies [J].
Maher, Anthony D. ;
Zirah, Severine F. M. ;
Holmes, Elaine ;
Nicholson, Jeremy K. .
ANALYTICAL CHEMISTRY, 2007, 79 (14) :5204-5211
[57]   UPLC-MS-Based Analysis of Human Plasma for Metabonomics Using Solvent Precipitation or Solid Phase Extraction [J].
Michopoulos, Filippos ;
Lai, Lindsay ;
Gika, Helen ;
Theodoridis, Georglos ;
Wilson, Ian .
JOURNAL OF PROTEOME RESEARCH, 2009, 8 (04) :2114-2121
[58]   'Metabonomics': understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data [J].
Nicholson, JK ;
Lindon, JC ;
Holmes, E .
XENOBIOTICA, 1999, 29 (11) :1181-1189
[59]   Metabonomics: a platform for studying drug toxicity and gene function [J].
Nicholson, JK ;
Connelly, J ;
Lindon, JC ;
Holmes, E .
NATURE REVIEWS DRUG DISCOVERY, 2002, 1 (02) :153-161
[60]   Multiple ionization mass spectrometry strategy used to reveal the complexity of metabolomics [J].
Nordstrom, Anders ;
Want, Elizabeth ;
Northen, Trent ;
Lehtioe, Janne ;
Siuzdak, Gary .
ANALYTICAL CHEMISTRY, 2008, 80 (02) :421-429