Integrated GC-MS and LC-MS plasma metabonomics analysis of ankylosing spondylitis

被引:78
作者
Gao, Peng [2 ]
Lu, Chen [1 ]
Zhang, Fengxia [2 ,4 ]
Sang, Ping [2 ,3 ]
Yang, Dawei [2 ,3 ]
Li, Xiang [2 ]
Kong, Hongwei [2 ]
Yin, Peiyuan [2 ]
Tian, Jing [2 ,3 ]
Lu, Xin [2 ]
Lu, Aiping [1 ]
Xu, Guowang [2 ]
机构
[1] China Acad Chinese Med Sci, Inst Basic Res Clin Med, Beijing 100700, Peoples R China
[2] Chinese Acad Sci, Dalian Inst Chem Phys, Natl Chromatog R&A Ctr, Dalian 116023, Peoples R China
[3] Dalian Polytech Univ, Dept Modern Technol, Dalian 116034, Peoples R China
[4] Shenyang Pharmaceut Univ, Shenyang 110016, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1039/b807369d
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Ankylosing spondylitis (AS) is a chronic inflammatory arthritis that predominantly affects the axial skeleton in adolescent patients. The natural history of the disease remains poorly characterized. In this study, we combined GC-MS and LC-MS techniques to evaluate the major metabolic changes in the plasma of AS patients in view of metabonomics. Univariate and multivariate analysis were employed for altered metabolite comparison and pattern recognition. Application of supervised partial least-squares discrminant analysis to either GC-MS or LC-MS data allowed accurate discrimination of AS patients from normal controls, demonstrating its potential diagnostic utilization. In addition, AS patients presented elevated plasma concentrations of proline, glucose, phosphate, urea, glycerol, phenylalanine and homocysteine but reduced levels of phosphocholines, tryptophan and a bipeptide - phenylalanyl-phenylalanine. In the context of their involved metabolic pathways, the identified metabolites were discussed accordingly. This investigation primarily proved that integrated chromatography-mass spectrometry and integrated uni- and multi-variate statistical analysis facilitated metabonomics to be a more promising tool in disease research.
引用
收藏
页码:1214 / 1220
页数:7
相关论文
共 45 条
[1]   TOTAL AND FREE-PLASMA TRYPTOPHAN CONCENTRATIONS IN RHEUMATOID DISEASE [J].
AYLWARD, M ;
MADDOCK, J .
JOURNAL OF PHARMACY AND PHARMACOLOGY, 1973, 25 (07) :570-572
[2]   Ankylosing spondylitis [J].
Braun, Juergen ;
Sieper, Joachim .
LANCET, 2007, 369 (9570) :1379-1390
[3]   Practical approach for the identification and isomer elucidation of biomarkers detected in a metabonomic study for the discovery of individuals at risk for diabetes by integrating the chromatographic and mass spectrometric information [J].
Chen, Jing ;
Zhao, Xinjie ;
Fritsche, Jens ;
Yin, Peiyuan ;
Schmitt-Kopplin, Philippe ;
Wang, Wenzhao ;
Lu, Xin ;
Haring, Hans Ulrich ;
Schleicher, Erwin D. ;
Lehmann, Rainer ;
Xu, Guowang .
ANALYTICAL CHEMISTRY, 2008, 80 (04) :1280-1289
[4]   Plasma ceramide and lysophosphatidylcholine inversely correlate with mortality in sepsis patients [J].
Drobnik, W ;
Liebisch, G ;
Audebert, FX ;
Fröhlich, D ;
Glück, T ;
Vogel, P ;
Rothe, G ;
Schmitz, G .
JOURNAL OF LIPID RESEARCH, 2003, 44 (04) :754-761
[5]   Enzymes, metabolites and fluxes [J].
Fell, DA .
JOURNAL OF EXPERIMENTAL BOTANY, 2005, 56 (410) :267-272
[6]   SERUM OSTEOCALCIN AND VITAMIN-D METABOLITES IN PATIENTS WITH ANKYLOSING-SPONDYLITIS [J].
FRANCK, H ;
KECK, E .
ANNALS OF THE RHEUMATIC DISEASES, 1993, 52 (05) :343-346
[7]  
Franck H, 2004, J RHEUMATOL, V31, P2236
[8]   Homocysteine modification of HLA antigens and its immunological consequences [J].
Gao, XM ;
Wordsworth, P ;
McMichael, AJ ;
Kyaw, MM ;
Seifert, M ;
Rees, D ;
Dougan, G .
EUROPEAN JOURNAL OF IMMUNOLOGY, 1996, 26 (07) :1443-1450
[9]   Within-day reproducibility of an HPLC-MS-Based method for metabonomic analysis: Application to human urine [J].
Gika, Helen G. ;
Theodoridis, Georgios A. ;
Wingate, Julia E. ;
Wilson, Ian D. .
JOURNAL OF PROTEOME RESEARCH, 2007, 6 (08) :3291-3303
[10]  
Gu J, 2001, Zhonghua Yi Xue Za Zhi, V81, P1030