NMR-Based Serum Metabolomics Discriminates Takayasu Arteritis from Healthy Individuals: A Proof-of-Principle Study

被引:45
作者
Guleria, Anupam [1 ]
Misra, Durga Prasanna [2 ]
Rawat, Atul [1 ]
Dubey, Durgesh [1 ]
Khetrapal, Chunni Lal [1 ]
Bacon, Paul [3 ]
Misra, Ramnath [2 ]
Kumar, Dinesh [1 ]
机构
[1] SGPGIMS, Ctr Biomed Res, Lucknow 226014, Uttar Pradesh, India
[2] SGPGIMS, Dept Immunol, Lucknow 226014, Uttar Pradesh, India
[3] Univ Birmingham, Div Immun & Infect, Rheumatol Res Grp, Birmingham B15 2TT, W Midlands, England
关键词
NMR-based metabolomics; Takayasu arteritis; large vessel vasculitis; serum metabolites; LARGE-VESSEL VASCULITIS; WHOLE-BLOOD CHOLINE; PLASMA CHOLINE; METABONOMICS; INFLAMMATION; BIOMARKER; CANCER; ATHEROSCLEROSIS; CLASSIFICATION; GLYCOPROTEINS;
D O I
10.1021/acs.jproteome.5b00422
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Takayasu arteritis (TA) is a debilitating, systemic disease that involves the aorta and large arteries in a chronic inflammatory process that leads to vessel stenosis. Initially, the disease remains clinically silent (or remains undetected) until the patients present with vascular occlusion. Therefore, new methods for appropriate and timely diagnosis of TA cases are needed to start proper therapy on time and also to monitor the patient's response to the given treatment. In this context, NMR-based serum metabolomic profiling has been explored in this proof-of-principle study for the first time to determine characteristic metabolites that could be potentially helpful for diagnosis and prognosis of TA. Serum metabolic profiling of TA patients (n = 29) and healthy controls (n = 30) was performed using 1D H-1 NMR spectroscopy, and possible biomarker metabolites were identified. Using projection to least-squares discriminant analysis, we could distinguish TA patients from healthy controls. Compared to healthy controls, TA patients had (a) increased serum levels of choline metabolites, LDL cholesterol, N-acetyl glycoproteins (NAGs), and glucose and (b) decreased serum levels of lactate, lipids, HDL cholesterol, and glucogenic amino acids. The results of this study are preliminary and need to be confirmed in a prospective study.
引用
收藏
页码:3372 / 3381
页数:10
相关论文
共 76 条
[1]  
AREND WP, 1990, ARTHRITIS RHEUM, V33, P1129
[2]   Metabolomics in cancer biomarker discovery: Current trends and future perspectives [J].
Armitage, Emily G. ;
Barbas, Coral .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2014, 87 :1-11
[3]   Evaluation of the serum N-linked glycome for the diagnosis of cancer and chronic inflammation [J].
Arnold, James N. ;
Saldova, Radka ;
Hamid, Umi M. Abd ;
Rudd, Pauline M. .
PROTEOMICS, 2008, 8 (16) :3284-3293
[4]   The Role of 18F-FDG PET/CT in Large-Vessel Vasculitis: Appropriateness of Current Classification Criteria? [J].
Balink, H. ;
Bennink, R. J. ;
van Eck-Smit, B. L. F. ;
Verberne, H. J. .
BIOMED RESEARCH INTERNATIONAL, 2014, 2014
[5]   Diagnostic Utility of 18F-FDG PET/CT in Inflammation of Unknown Origin [J].
Balink, Hans ;
Bennink, Roel J. ;
Veeger, Nic J. G. M. ;
van Eck-Smit, Berthe L. F. ;
Verberne, Hein J. .
CLINICAL NUCLEAR MEDICINE, 2014, 39 (05) :419-425
[6]   Statistical methods for the analysis of high-throughput metabolomics data [J].
Bartel, Joerg ;
Krumsiek, Jan ;
Theis, Fabian J. .
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2013, 4 (05)
[7]   Explaining fatigue in ANCA-associated vasculitis [J].
Basu, Neil ;
McClean, Andrew ;
Harper, Lorraine ;
Amft, Esther N. ;
Dhaun, Neeraj ;
Luqmani, Raashid A. ;
Little, Mark A. ;
Jayne, David R. W. ;
Flossmann, Oliver ;
McLaren, John ;
Kumar, Vinod ;
Erwig, Lars P. ;
Reid, David M. ;
Macfarlane, Gary J. ;
Jones, Gareth T. .
RHEUMATOLOGY, 2013, 52 (09) :1680-1685
[8]   ASSIGNMENT OF RESONANCES FOR ACUTE-PHASE GLYCOPROTEINS IN HIGH-RESOLUTION PROTON NMR-SPECTRA OF HUMAN-BLOOD PLASMA [J].
BELL, JD ;
BROWN, JCC ;
NICHOLSON, JK ;
SADLER, PJ .
FEBS LETTERS, 1987, 215 (02) :311-315
[9]  
Berenbaum F, 2000, CLIN EXP RHEUMATOL, V18, P63
[10]   Extracellular levels of amino acids and choline in human high grade gliomas: An intraoperative microdialysis study [J].
Bianchi, L ;
De Micheli, E ;
Bricolo, A ;
Ballini, C ;
Fattori, M ;
Venturi, C ;
Pedata, F ;
Tipton, KF ;
Della Corte, L .
NEUROCHEMICAL RESEARCH, 2004, 29 (01) :325-334