Application of global metabolomic profiling of synovial fluid for osteoarthritis biomarkers

被引:99
作者
Carlson, Alyssa K. [1 ,2 ]
Rawle, Rachel A. [1 ,3 ]
Adams, Erik [4 ]
Greenwood, Mark C. [5 ]
Bothner, Brian [1 ,6 ]
June, Ronald K. [1 ,2 ,7 ]
机构
[1] Montana State Univ, Mol Biosci Program, Bozeman, MT 59717 USA
[2] Montana State Univ, Dept Cell Biol & Neurosci, Bozeman, MT 59717 USA
[3] Montana State Univ, Dept Microbiol & Immunol, Bozeman, MT 59717 USA
[4] Montana State Univ, Dept Hlth & Human Dev, Bozeman, MT 59717 USA
[5] Montana State Univ, Dept Math Sci, Bozeman, MT 59717 USA
[6] Montana State Univ, Dept Chem & Biochem, Bozeman, MT 59717 USA
[7] Montana State Univ, Dept Mech & Ind Engn, Bozeman, MT 59717 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
Osteoarthritis; Metabolomics; Mass spectrometry; Biomarkers; Joint disease; KNEE OSTEOARTHRITIS; LUBRICATING ABILITY; JOINT FLUID; ASSOCIATION; METABOLITES; ARTHRITIS;
D O I
10.1016/j.bbrc.2018.03.117
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
070307 [化学生物学]; 071010 [生物化学与分子生物学];
摘要
Osteoarthritis affects over 250 million individuals worldwide. Currently, there are no options for early diagnosis of osteoarthritis, demonstrating the need for biomarker discovery. To find biomarkers of osteoarthritis in human synovial fluid, we used high performance liquid-chromatography mass spectrometry for global metabolomic profiling. Metabolites were extracted from human osteoarthritic (n = 5), rheumatoid arthritic (n = 3), and healthy (n = 5) synovial fluid, and a total of 1233 metabolites were detected. Principal components analysis clearly distinguished the metabolomic profiles of diseased from healthy synovial fluid. Synovial fluid from rheumatoid arthritis patients contained expected metabolites consistent with the inflammatory nature of the disease. Similarly, unsupervised clustering analysis found that each disease state was associated with distinct metabolomic profiles and clusters of co-regulated metabolites. For osteoarthritis, co-regulated metabolites that were upregulated compared to healthy synovial fluid mapped to known disease processes including chondroitin sulfate degradation, arginine and proline metabolism, and nitric oxide metabolism. We utilized receiver operating characteristic analysis to determine the diagnostic value of each metabolite and identified 35 metabolites as potential biomarkers of osteoarthritis, with an area under the receiver operating characteristic curve >0.9. These metabolites included phosphatidylcholine, lysophosphatidylcholine, ceramides, myristate derivatives, and carnitine derivatives. This pilot study provides strong justification for a larger cohort based study of human osteoarthritic synovial fluid using global metabolomics. The significance of these data is the demonstration that metabolomic profiling of synovial fluid can identify relevant biomarkers of joint disease. (C) 2018 Elsevier Inc. All rights reserved.
引用
收藏
页码:182 / 188
页数:7
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