Development and Performance of a Gas Chromatography-Time-of-Flight Mass Spectrometry Analysis for Large-Scale Nontargeted Metabolomic Studies of Human Serum

被引:157
作者
Begley, Paul [1 ]
Francis-McIntyre, Sue [1 ]
Dunn, Warwick B. [2 ]
Broadhurst, David I. [1 ]
Halsall, Antony [1 ]
Tseng, Andy [1 ]
Knowles, Joshua [3 ]
Goodacre, Royston [2 ]
Kell, Douglas B. [1 ]
机构
[1] Univ Manchester, Manchester Interdisciplinary Bioctr, Sch Chem, Bioanalyt Sci Grp, Manchester M1 7DN, Lancs, England
[2] Univ Manchester, Manchester Interdisciplinary Bioctr, Sch Chem, Manchester Ctr Integrat Syst Biol, Manchester M1 7DN, Lancs, England
[3] Univ Manchester, Manchester Interdisciplinary Bioctr, Sch Comp Sci, Manchester M1 7DN, Lancs, England
基金
英国工程与自然科学研究理事会; 英国生物技术与生命科学研究理事会;
关键词
LIQUID-CHROMATOGRAPHY; METABONOMIC ANALYSIS; PLASMA; URINE; SPECTROSCOPY; STRATEGIES; PATTERNS; PLATFORM; REVEALS; FUTURE;
D O I
10.1021/ac9011599
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
A method for the preparation and GC-TOF-MS analysis of human serum samples has been developed and evaluated for application in long-term metabolomic studies. Serum samples were deproteinized using 3:1 methanol/serum, dried in a vacuum concentrator, and chemically derivatized in a two-stage process. Samples were analyzed by GC-TOF-MS with a 25 min analysis time. In addition, quality control (QC) samples were used to quantify process variability. Optimization of chemical derivatization was performed. Products were found to be stable for 30 h after derivatization. An assessment of within-day repeatability and within-week reproducibility demonstrates that excellent performance is observed with our developed method. Analyses were consistent over a 5 month period. Additional method testing, using spiked serum samples, showed the ability to define metabolite differences between samples from a population and samples spiked with metabolites standards. This methodology allows the continuous acquisition and application of data acquired over many months in long-term metabolomic studies, including the HUSERMET project (http://www.husermet.org/).
引用
收藏
页码:7038 / 7046
页数:9
相关论文
共 52 条
[31]   COMPUTER EVALUATION OF CONTINUOUSLY SCANNED MASS SPECTRA OF GAS CHROMATOGRAPHIC EFFLUENTS [J].
HITES, RA ;
BIEMANN, K .
ANALYTICAL CHEMISTRY, 1970, 42 (08) :855-&
[32]   Extraction and GC/MS analysis of the human blood plasma metabolome [J].
A, J ;
Trygg, J ;
Gullberg, J ;
Johansson, AI ;
Jonsson, P ;
Antti, H ;
Marklund, SL ;
Moritz, T .
ANALYTICAL CHEMISTRY, 2005, 77 (24) :8086-8094
[33]   A strategy for identifying differences in large series of metabolomic samples analyzed by GC/MS [J].
Jonsson, P ;
Gullberg, J ;
Nordström, A ;
Kusano, M ;
Kowalczyk, M ;
Sjöström, M ;
Moritz, T .
ANALYTICAL CHEMISTRY, 2004, 76 (06) :1738-1745
[34]   STUDY OF THE INJECTION PROCESS IN A GAS-CHROMATOGRAPH SPLIT INJECTION PORT [J].
KAUFMAN, AE ;
POLYMEROPOULOS, CE .
JOURNAL OF CHROMATOGRAPHY, 1988, 454 :23-36
[35]   Novel biomarkers for pre-eclampsia detected using metabolomics and machine learning [J].
Kenny, Louise C. ;
Dunn, Warwick B. ;
Ellis, David I. ;
Myers, Jenny ;
Baker, Philip N. ;
Kell, Douglas B. .
METABOLOMICS, 2005, 1 (03) :227-234
[36]   A comprehensive urinary metabolomic approach for identifying kidney cancer [J].
Kind, Tobias ;
Tolstikov, Vladimir ;
Fiehn, Oliver ;
Weiss, Robert H. .
ANALYTICAL BIOCHEMISTRY, 2007, 363 (02) :185-195
[37]   Microbial metabolomics with gas chromatography/mass spectrometry [J].
Koek, MM ;
Muilwijk, B ;
van der Werf, MJ ;
Hankemeier, T .
ANALYTICAL CHEMISTRY, 2006, 78 (04) :1272-1281
[38]   Analytical strategies in metabonomics [J].
Lenz, Eva Maria ;
Wilson, Ian D. .
JOURNAL OF PROTEOME RESEARCH, 2007, 6 (02) :443-458
[39]   Gas chromatography mass spectrometry-based metabolite profiling in plants [J].
Lisec, Jan ;
Schauer, Nicolas ;
Kopka, Joachim ;
Willmitzer, Lothar ;
Fernie, Alisdair R. .
NATURE PROTOCOLS, 2006, 1 (01) :387-396
[40]   A metabonomic analysis of plasma from Zucker rat strains using gas chromatography/mass spectrometry and pattern recognition [J].
Major, Hilary J. ;
Williams, Rebecca ;
Wilson, Amy J. ;
Wilson, Ian D. .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2006, 20 (22) :3295-3302