ArticleRheumatology (Oxford, England)2021
Endotypes of primary osteoarthritis identified by plasma metabolomics analysis.
Article in Rheumatology (Oxford, England), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.
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Who cites it
36 citing papers in PubMed.
- Recent advances in understanding molecular and clinical heterogeneity in osteoarthritis: one disease or several?Osteoarthritis imaging · 2026Article
- Advances in heterogeneity and classification of osteoarthritis.Bone research · 2026Review
- Large-scale molecular endotype discovery in synovial fluid reveals osteoarthritis as a single biological continuum.Nature communications · 2026Article
- Therapeutic subtypes of knee osteoarthritis: differential treatment effects among predicted endotypes in past clinical trials.Arthritis research & therapy · 2026Article
- The role of neutrophils in the pathophysiology of knee osteoarthritis : a review.Bone & joint research · 2026Article
- Serum Dkk-1 Is Associated with Pain Intensity, Flare-Ups, and Bone Mineral Density in Non-Obese Patients with Knee Osteoarthritis: A Single-Center, Cross-Sectional Study.International journal of molecular sciences · 2026Article
- Tissue and extracellular matrix remodeling of the subchondral bone during osteoarthritis of knee joints as revealed by spatial mass spectrometry imaging.Bone research · 2026Article
- Metabolic phenotype dimensions and longitudinal renal function in type 2 diabetes: a principal component analysis-based approach with UACR integration.Frontiers in endocrinology · 2026Article
- Towards stratification in osteoarthritis: a review of the scientific terminology used in published basic research.BMC rheumatology · 2025Review
- Emerging concepts and challenges in the development of disease-modifying osteoarthritis drugs - a more refined perspective.Archives of pharmacal research · 2025Review
- Beyond symptomatic alignment: evaluating the integration of causal mechanisms in matching animal models with human pathotypes in osteoarthritis research.Arthritis research & therapy · 2025Review
- Advancing osteoarthritis research: the role of AI in clinical, imaging and omics fields.Bone research · 2025Review
- Serum phospholipids and sphingolipids are linked to early-stage osteoarthritis by lipidomic profiling.Arthritis research & therapy · 2025Article
- From metabolomics to therapeutics: identifying causal metabolites and potential drugs for the treatment of osteoarthritis.Inflammopharmacology · 2025Article
- Deciphering the Relationship Between Circulating Metabolites and Osteoarthritis: A Comprehensive Genetic Correlation and Mendelian Randomization Studies.International journal of medical sciences · 2025Article
- Targeting inflammation-metabolism crosstalk: current status and challenges of novel therapeutic strategies for osteoarthritis.Frontiers in medicine · 2025Review
- Spatiotemperal Dynamics of Osteoarthritis: Bridging Insights from Bench to Bedside.Aging and disease · 2024Review
- Analysis of Synovial Fluid Metabolic Profile in Patients with Knee Osteoarthritis Using Spectroscopic Magnetic Resonance Metabolomics.Revista brasileira de ortopedia · 2024Article
- Article
- Transcriptomics and metabolomics: Challenges of studying obesity in osteoarthritis.Osteoarthritis and cartilage open · 2024Article
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8 authors.
Funding
Abstract
objectiveTo identify endotypes of osteoarthritis (OA) by a metabolomics analysis.
methodsStudy participants included hip/knee OA patients and controls. Fasting plasma samples were metabolomically profiled. Common factor analysis and K-means clustering were applied to the metabolomics data to identify the endotypes of OA patients. Logistic regression was utilized to identify the most significant metabolites contributing to the endotypes. Clinical and epidemiological factors were examined in relation to the identified OA endotypes.
resultsSix hundred and fifteen primary OA patients and 237 controls were included. Among the 186 metabolites measured, 162 passed the quality control analysis. The 615 OA patients were classified in three clusters (A, 66; B, 200; and C, 349). Patients in cluster A had a significantly higher concentration of butyrylcarnitine (C4) than other clusters and controls (all P < 0.0002). Elevated C4 is thought to be related to muscle weakness and wasting. Patients in cluster B had a significantly lower arginine concentration than other clusters and controls (all P < 7.98 × 10-11). Cluster C patients had a significantly lower concentration of lysophosphatidylcholine (with palmitic acid), which is a pro-inflammatory bioactive compound, than other clusters and controls (P < 3.79 × 10-6). Further, cluster A had a higher BMI and prevalence of diabetes than other clusters (all P ≤ 0.0009), and also a higher prevalence of coronary heart disease than cluster C (P = 0.04). Cluster B had a higher prevalence of coronary heart disease than cluster C (P = 0.003) whereas cluster C had a higher prevalence of osteoporosis (P = 0.009).
conclusionOur data suggest three possible clinically actionable endotypes in primary OA: muscle weakness, arginine deficit and low inflammatory OA.
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