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Osteoarthritis has been the subject of abundant research in the last years with limited translation to the clinical practice, probably due to the disease’s high heterogeneity. In this study, we aimed to identify different phenotypes in Knee osteoarthritis (KOA) patients with joint effusion based on their metabolic and inflammatory profiles.