ArticlePloS one2015
Energy Metabolism Disorder as a Contributing Factor of Rheumatoid Arthritis: A Comparative Proteomic and Metabolomic Study.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 62 papers.
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Who cites it
62 citing papers in PubMed, 108 citations in OpenAlex.
- Ferroptosis inhibition and mitochondrial rescue: a novel mechanism of emodin in rheumatoid arthritis.Redox report : communications in free radical research · 2026Article
- The pentose phosphate pathway contributes to excess lactate production in radiation-induced fibroblast to myofibroblast transdifferentiation.The Journal of biological chemistry · 2026Article
- Metabolomics insights into RA: the proinflammatory role of phenylalanine in human FLS and primary lymphocytes.Clinical rheumatology · 2026Article
- Lactate and lactylation: mechanisms, function, diseases, and therapeutic targets.Molecular biomedicine · 2026Review
- Integrated serum metabolomics and lipidomics for identifying metabolic changes in rheumatoid arthritis.Metabolomics : Official journal of the Metabolomic Society · 2026Article
- MRI-Based Synovial Iron Quantification Associates with Bone Erosion in Rheumatoid Arthritis.Biomedicines · 2026Article
- Restoring Immunological Tolerance via Dendritic Cells in Rheumatoid Arthritis.European journal of immunology · 2026Review
- Rewiring immunity in rheumatoid arthritis: metabolic and epigenetic therapeutic strategies.Frontiers in pharmacology · 2026Review
- The metabolomic profile of psoriatic arthritis patients unveils the unbalance of disease-related molecules and pathways.Scientific reports · 2025Article
- Rheumatoid Arthritis: Biomarkers and the Latest Breakthroughs.International journal of molecular sciences · 2025Review
- Mitochondrial proteomics reveals the impact of Estrogen in enhancing energy metabolism of patient-derived fibroblast-like synoviocytes in rheumatoid arthritis.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2025Article
- Histone lactylation promotes rheumatoid arthritis progression by increasing NFATc2 expression and the production of anti-lactylated histone autoantibodies.Nature communications · 2025Article
- Metabolic profile changes in patients with rheumatoid arthritis detected using mass spectrometry.Scientific reports · 2025Article
- Mitochondria as a Disease-Relevant Organelle in Rheumatoid Arthritis: A Key Breakout in Fight Against the Disease.Biomedicines · 2025Review
- Metabolic Reprogramming in Stromal and Immune Cells in Rheumatoid Arthritis and Osteoarthritis: Therapeutic Possibilities.European journal of immunology · 2025Review
- Integrated analysis of the relationship between metabolic pathways and immune infiltration in rheumatoid arthritis.Frontiers in immunology · 2025Article
- Lactate and lactylation: emerging roles in autoimmune diseases and metabolic reprogramming.Frontiers in immunology · 2025Review
- Resolution of inflammation during rheumatoid arthritis.Frontiers in cell and developmental biology · 2025Review
- Gastrointestinal Characteristics of Constipation from the Perspectives of Microbiome and Metabolome.Digestive diseases and sciences · 2024Article
- Andrographolide Ameliorates Inflammatory Changes Induced by D-Lactate in Bovine Fibroblast-like Synoviocytes.Animals : an open access journal from MDPI · 2024Article
2 more citing papers are in PubMed but not listed here.
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Authors and funding
11 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTo explore the pathogenesis of rheumatoid arthritis (RA), the different metabolites were screened in synovial fluid by metabolomics.
methodsSynovial fluid from 25 RA patients and 10 normal subjects were analyzed by GC/TOF MS analysis so as to give a broad overview of synovial fluid metabolites. The metabolic profiles of RA patients and normal subjects were compared using multivariate statistical analysis. Different proteins were verified by qPCR and western blot. Different metabolites were verified by colorimetric assay kit in 25 inactive RA patients, 25 active RA patients and 20 normal subjects. The influence of hypoxia-inducible factor (HIF)-1α pathway on catabolism was detected by HIF-1α knockdown.
resultsA subset of 58 metabolites was identified, in which the concentrations of 7 metabolites related to energy metabolism were significantly different as shown by importance in the projection (VIP) (VIP ≥ 1) and Student's t-test (p<0.05). In the 7 metabolites, the concentration of glucose was decreased, and the concentration of lactic acid was increased in the synovial fluid of RA patients than normal subjects verified by colorimetric assay Kit. Receiver operator characteristic (ROC) analysis shows that the concentration of glucose and lactic acid in synovial fluid could be used as dependable biomarkers for the diagnosis of active RA, provided an AUC of 0.906 and 0.922. Sensitivity and specificity, which were determined by cut-off points, reached 84% and 96% in sensitivity and 95% and 85% in specificity, respectively. The verification of different proteins identified in our previous proteomic study shows that the enzymes of anaerobic catabolism were up-regulated (PFKP and LDHA), and the enzymes of aerobic oxidation and fatty acid oxidation were down-regulated (CS, DLST, PGD, ACSL4, ACADVL and HADHA) in RA patients. The expression of HIF-1α and the enzymes of aerobic oxidation and fatty acid oxidation were decreased and the enzymes of anaerobic catabolism were increased in FLS cells after HIF-1α knockdown.
conclusionIt was found that enhanced anaerobic catabolism and reduced aerobic oxidation regulated by HIF pathway are newly recognized factors contributing to the progression of RA, and low glucose and high lactic acid concentration in synovial fluid may be the potential biomarker of RA.
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