A Metabolomic Signature Predicts Gout Flare Clinical Outcome Associated With Colchicine Prophylaxis
Open Access
- 13 March 2026
- journal article
- research article
- Published by Wiley in Arthritis & Rheumatology
- Vol. 78 (8) , 1765-1775
Abstract
Objective: This study investigated that serum metabolomics, before urate‐lowering therapy (ULT) initiation, could serve as a biomarker for responsiveness to colchicine prophylaxis in patients with gout commencing treat‐to‐target ULT. Methods: We studied a multicenter prospective cohort (n = 409) initiating treat‐to‐target ULT plus colchicine prophylaxis. Untargeted metabolomics were measured at enrollment. We defined putative colchicine response or colchicine nonresponse as no flare or one or more flares, respectively, during six months after first colchicine dose. Cox regression and machine learning models defined the metabolomic signatures associated with reported flare activity on colchicine prophylaxis in the cohort. Results: In our cohort, 36.9% participants experienced at least one flare. Many inflammation‐related metabolites were differentially abundant in the recurrent flare group and correlated with recurrent flare risk. A significant association was found between a four‐metabolite risk score and gout flare activity (adjusted hazard ratio 3.21, 95% confidence interval [CI] 2.24–4.59), independent of the adjusted clinical factors. The machine learning model, which incorporated the top‐ranked metabolites selected by multivariable methods with unbiased variable selection along with traditional clinical factors, reached an area under the receiver operating characteristic of 0.771 (95% CI 0.713–0.828) and 0.724 (95% CI 0.611–0.837) for predicting flare risk in the discovery and validation cohort, respectively. Conclusion: Metabolomic profile–defined inflammation status was associated with gout flare outcomes in ULT initiators receiving colchicine prophylaxis. Identification of these novel metabolomic predictive signatures before ULT could potentially help optimize clinical decision‐making for flare prophylaxis colchicine dosing and duration in the first six months after initiation of treat‐to‐target ULT in gout. imageKeywords
Funding Information
- National Key Research and Development Program of China (2022YFC2503300)
- National Natural Science Foundation of China (82220108015)
- Natural Science Foundation of Shandong Province (ZR2023QH147)
This publication has 29 references indexed in Scilit:
- Gout Flare Burden in the United States: A Multiyear Cross‐Sectional Survey StudyACR Open Rheumatology, 2024
- Prediagnostic Amino Acid Metabolites and Risk of Gout, Accounting for Serum Urate: Prospective Cohort Study and Mendelian RandomizationArthritis Care & Research, 2024
- Predicting Gout Flares in People Starting Allopurinol Using the Start‐Low Go‐Slow Dose Escalation StrategyArthritis Care & Research, 2024
- Comparative Risk of Gout Flares When Initiating or Escalating Various Urate‐Lowering Therapy: A Systematic Review With Network Meta‐AnalysisArthritis Care & Research, 2024
- Metabolomics and Machine Learning Identify Metabolic Differences and Potential Biomarkers for Frequent Versus Infrequent Gout FlaresArthritis & Rheumatology, 2023
- Risk of Venous Thromboembolism With Gout FlaresArthritis & Rheumatology, 2023
- Association Between Gout Flare and Subsequent Cardiovascular Events Among Patients With GoutJAMA, 2022
- 2020 American College of Rheumatology Guideline for the Management of GoutArthritis & Rheumatology, 2020
- 2015 Gout Classification Criteria: An American College of Rheumatology/European League Against Rheumatism Collaborative InitiativeArthritis & Rheumatology, 2015
- Developing a provisional definition of flare in patients with established goutArthritis & Rheumatism, 2011