Zheng Kaidi, Shen Nianhan, Chen Huaijun, Ni Shanmin, Zhang Tingting, Hu Mengting, Wang Jianguang, Sun Li, Yang Xinyu
Department of Biochemistry, School of Basic Medical Sciences, Wenzhou Medical University, Wenzhou, 325035, China.
Department of Immunology and Rheumatology, The Frist Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325035, China.
J Orthop Res. 2017 Sep;35(9):1973-1981. doi: 10.1002/jor.23482. Epub 2017 May 12.
To identify special metabolites in synovial fluid of osteoarthritis (OA) via a metabolomics approach. Synovial fluid of 35 participants (25 OA patients and 10 controls) was detected by GC-TOF/MS and multivariate data analysis was applied to analyze correlation among the observations. Different metabolites were screened by VIP value (VIP > 1), student t-test (p < 0.05), and fold change (fold >1.5), and verified with the standard metabolites in the synovial fluid of 24 OA patients and 11 controls by LC/MS. The classification performance of different metabolites was analyzed by receiver operating characteristic (ROC) analysis. The results showed that six different metabolites (glutamine, 1,5-anhydroglucitol, gluconic lactone, tyramine, threonine, and 8-aminocaprylic acid) were strongly associated with OA in global metabolomics. Verified results of the first three metabolites were the same as the identified results using targeted metabolomics. ROC curve analysis demonstrated that their concentrations in synovial fluid were strongly correlated to OA. In addition, the concentrations of gluconic lactone were significantly different between OA and RA. Metabolites with altered levels may be contributors to OA pathogenesis and can be used as potential diagnosis criteria for OA. Gluconic lactone may prove to be a novel criterion for differential diagnosis of OA from RA. © 2017 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 35:1973-1981, 2017.
通过代谢组学方法鉴定骨关节炎(OA)滑液中的特殊代谢物。采用气相色谱-飞行时间质谱(GC-TOF/MS)检测35名参与者(25例OA患者和10名对照)的滑液,并应用多变量数据分析观察结果之间的相关性。通过变量重要性投影值(VIP>1)、学生t检验(p<0.05)和变化倍数(变化倍数>1.5)筛选不同的代谢物,并通过液相色谱/质谱(LC/MS)在24例OA患者和11名对照的滑液中用标准代谢物进行验证。通过受试者工作特征(ROC)分析评估不同代谢物的分类性能。结果表明,在整体代谢组学中,六种不同的代谢物(谷氨酰胺、1,5-脱水葡萄糖醇、葡萄糖酸内酯、酪胺、苏氨酸和8-氨基辛酸)与OA密切相关。前三种代谢物的验证结果与靶向代谢组学鉴定结果一致。ROC曲线分析表明,它们在滑液中的浓度与OA密切相关。此外,OA和类风湿关节炎(RA)患者滑液中葡萄糖酸内酯的浓度存在显著差异。水平改变的代谢物可能是OA发病机制的促成因素,可作为OA的潜在诊断标准。葡萄糖酸内酯可能是鉴别OA和RA的新指标。©2017年骨科研究协会。由威利期刊公司出版。《矫形外科学研究》35:1973 - 1981, 2017年。