Exploration of the serum metabolite signature in patients with rheumatoid arthritis using gas chromatography-mass spectrometry

被引:113
作者
Zhou, Jia [1 ]
Chen, Jiao [1 ]
Hu, Changfeng [1 ]
Xie, Zhijun [1 ]
Li, Haichang [1 ]
Wei, Shuangshuang [1 ]
Wang, Dawei [1 ]
Wen, Chengping [1 ]
Xu, Guowang [2 ]
机构
[1] Zhejiang Chinese Med Univ, Coll Basic Med, 548 Binwen Rd, Hangzhou 310053, Zhejiang, Peoples R China
[2] Chinese Acad Sci, Dalian Inst Chem Phys, Key Lab Separat Sci Analyt Chem, 457 Zhongshan Rd, Dalian 116023, Peoples R China
基金
中国国家自然科学基金;
关键词
Rheumatoid arthritis; Metabolomics; Serum; GC-MS; Disease-associated metabolites; CITRULLINATED PEPTIDE ANTIBODIES; JUVENILE IDIOPATHIC ARTHRITIS; ADJUVANT-INDUCED ARTHRITIS; PROTON NMR-SPECTROSCOPY; CORONARY-HEART-DISEASE; FATTY-ACIDS; LIQUID-CHROMATOGRAPHY; CIGARETTE-SMOKING; SYNOVIAL-FLUID; IMMUNE-SYSTEM;
D O I
10.1016/j.jpba.2016.02.004
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Rheumatoid arthritis (RA) is a systemic autoimmune disease with complicated pathogeny. There could be obvious alterations of metabolism in the patients with RA and the discovery of metabolic signature may be helpful for the accurate diagnosis of RA. In order to explore the distinctive metabolic patterns in RA patients, a gas chromatography-mass spectrometry (GC-MS) method was employed. Serum samples from 33 RA patients and 32 healthy controls were collected and analyzed. Acquired metabolic data were assessed by the principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA), and the data analysis results showed RA patients and healthy controls have very different metabolic profiles. Variable importance for project values (VIP) and Student's t-test were combined to screen the significant metabolic changes caused by RA. Serums from RA patients were featured by decreased levels of amino acids and glucose, increased levels of fatty acids and cholesterol, which were primarily associated with glycolytic pathway, fatty acid and amino acid metabolism, and other related pathways including TCA cycle and the urea cycle. These preliminary results suggest that GC-MS based metabolic profiling study appears to be a useful tool in the exploration of the metabolic signature of RA, and the revealed disease-associated metabolic perturbations could help to elucidate the pathogenesis of RA and provide a probable aid for the accurate diagnosis of RA. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:60 / 67
页数:8
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