Analytical Approaches to Metabolomics and Applications to Systems Biology

被引:131
作者
Wang, Jeffrey H. [2 ,3 ]
Byun, Jaeman [1 ]
Pennathur, Subramaniam [1 ]
机构
[1] Univ Michigan, Dept Internal Med, Sch Med, Ann Arbor, MI 48109 USA
[2] Univ Minnesota, Sch Med, Minneapolis, MN 55455 USA
[3] Hennepin Cty Med Ctr, Dept Internal Med, Minneapolis, MN 55415 USA
基金
美国国家卫生研究院;
关键词
Metabolomics; mass spectrometry; systems biology; bioinformatics; renal disease; NUCLEAR-MAGNETIC-RESONANCE; FLIGHT MASS-SPECTROMETRY; NMR-SPECTROSCOPY; PLASMA; URINE; PROFILES; TRANSPLANTATION; CHROMATOGRAPHY; METABONOMICS; METABOLISM;
D O I
10.1016/j.semnephrol.2010.07.007
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Phenotypic expression of renal diseases encompasses a complex interaction between genetic, environmental, and local tissue factors. The level of complexity requires integrated understanding of perturbations in the network of genes, proteins, and metabolites. Metabolomics attempts to systematically identify and quantitate metabolites from biological samples. The small molecules represent the end result of complexity of biological processes in a given cell, tissue, or organ, and thus form attractive candidates to understand disease phenotypes. Metabolites represent a diverse group of low-molecular-weight structures including lipids, amino acids, peptides, nucleic acids, and organic acids, which makes comprehensive analysis a difficult analytical challenge. The recent rapid development of a variety of analytical platforms based on mass spectrometry and nuclear magnetic resonance have enabled separation, characterization, detection, and quantification of such chemically diverse structures. Continued development of bioinformatics and analytical strategies will accelerate widespread use and integration of metabolomics into systems biology. Here, we will discuss analytical and bioinformatic techniques and highlight recent studies that use metabolomics in understanding pathophysiology of disease processes. © 2010.
引用
收藏
页码:500 / 511
页数:12
相关论文
共 41 条
[1]   The clinical applications of a systems approach [J].
Ahn, Andrew C. ;
Tewari, Muneesh ;
Poon, Chi-Sang ;
Phillips, Russell S. .
PLOS MEDICINE, 2006, 3 (07) :956-960
[2]   The limits of reductionism in medicine: Could systems biology offer an alternative? [J].
Ahn, Andrew C. ;
Tewari, Muneesh ;
Poon, Chi-Sang ;
Phillips, Russell S. .
PLOS MEDICINE, 2006, 3 (06) :709-713
[3]   Metabolomics Applied to Diabetes Research Moving From Information to Knowledge [J].
Bain, James R. ;
Stevens, Robert D. ;
Wenner, Brett R. ;
Ilkayeva, Olga ;
Muoio, Deborah M. ;
Newgard, Christopher B. .
DIABETES, 2009, 58 (11) :2429-2443
[4]   Serum Indoxyl Sulfate Is Associated with Vascular Disease and Mortality in Chronic Kidney Disease Patients [J].
Barreto, Fellype C. ;
Barreto, Daniela V. ;
Liabeuf, Sophie ;
Meert, Natalie ;
Glorieux, Griet ;
Temmar, Mohammed ;
Choukroun, Gabriel ;
Vanholder, Raymond ;
Massy, Ziad A. .
CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2009, 4 (10) :1551-1558
[5]   NUCLEAR-MAGNETIC-RESONANCE STUDIES OF BLOOD-PLASMA AND URINE FROM SUBJECTS WITH CHRONIC-RENAL-FAILURE - IDENTIFICATION OF TRIMETHYLAMINE-N-OXIDE [J].
BELL, JD ;
LEE, JA ;
LEE, HA ;
SADLER, PJ ;
WILKIE, DR ;
WOODHAM, RH .
BIOCHIMICA ET BIOPHYSICA ACTA, 1991, 1096 (02) :101-107
[6]   Quantitation of underivatized free amino acids in mammalian cell culture media using matrix assisted laser desorption ionization time-of-flight mass spectrometry [J].
Dally, JE ;
Gorniak, J ;
Bowie, R ;
Bentzley, CM .
ANALYTICAL CHEMISTRY, 2003, 75 (19) :5046-5053
[7]   Decreased urinary excretion of nitric oxide in acute: Rejection episodes in pediatric renal allograft recipients [J].
Dedeoglu, IO ;
Feld, LG .
TRANSPLANTATION, 1996, 62 (12) :1936-1938
[8]   Mass spectrometry-based metabolomics [J].
Dettmer, Katja ;
Aronov, Pavel A. ;
Hammock, Bruce D. .
MASS SPECTROMETRY REVIEWS, 2007, 26 (01) :51-78
[9]   Metabolomic analysis of eukaryotic tissue and prokaryotes using negative mode MALDI time-of-flight mass spectrometry [J].
Edwards, JL ;
Kennedy, RT .
ANALYTICAL CHEMISTRY, 2005, 77 (07) :2201-2209
[10]   Update of the LIPID MAPS comprehensive classification system for lipids [J].
Fahy, Eoin ;
Subramaniam, Shankar ;
Murphy, Robert C. ;
Nishijima, Masahiro ;
Raetz, Christian R. H. ;
Shimizu, Takao ;
Spener, Friedrich ;
van Meer, Gerrit ;
Wakelam, Michael J. O. ;
Dennis, Edward A. .
JOURNAL OF LIPID RESEARCH, 2009, 50 :S9-S14