Large-scale molecular endotype discovery in synovial fluid reveals osteoarthritis as a single biological continuum

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Authors: T.A. Perry, Thomas A. Perry, Y. Deng, P A Hulley, Rose A. Maciewicz, J. Mitchelmore, S. Larsson, Joseph Gogain, S. Brachat, André Struglics, C. Thomas Appleton, Stefan Kluzek
+76 more Nigel Arden, David T. Felson, Laura Bondi, Mohit Kapoor, Stefan Lohmander, Tim J. M. Welting, David A. Walsh, Ana M. Valdes, Luke Jostins-Dean, Fiona E. Watt, Brian D. M. Tom, T. L. Vincent, T. L. Vincent, Thomas A. Perry, Thomas A. Perry, Yun Deng, P A Hulley, Rose M. Maciewicz, Stefan Kluzek, Nigel K. Arden, Tonia L. Vincent, Tonia L. Vincent, Vicky Batchelor, Jennifer Alderson, Gretchen Brewer, Brian Marsden, Andrew Price, Novartis, Vinod Kumar, James Tey, Tamas Szommer, Novartis, Joanna Mitchelmore, Sophie Brachat, Juerg Gasser, Lori Jennings, Staffan Larsson, André Struglics, L. Stefan Lohmander, Standard BioTools (formally SomaLogic), Joe Gogain, Darryl Perry, Anna Mitchel, Ela Zepko, C. Thomas Appleton, Trevor B. Birmingham, J. Daniel Klapak, David Felson, Laura Bondi, Brian D. M. Tom, Mohit Kapoor, Rajiv Gandhi, Anthony Perruccio, Y. Raja Rampersaud, Kim Perry, Tim J. Welting, Pieter Emans, Tim Boymans, Liesbeth Jutten, Marjolein Caron, Guus van den Akker, David A. Walsh, Ana M. Valdes, Michael Doherty, Biosplice, Artemis Papadaki, A.J. Williams, Fidia, Biosplice, Sarah Kennedy, UCB, Fidia, Devis Galesso, Nicola Giordan, UCB, Waqar Ali
Cited by: 3
References: 60

Abstract

Knee osteoarthritis affects 40% of people during their lifetime, significantly impacting societies worldwide. Its molecular pathogenesis remains poorly understood and variable clinical phenotypes suggest it may be more than one disease. We established Synovial fluid To detect Endotypes by Unbiased Proteomics in OA (STEpUP OA) to search for molecular endotypes in knee OA synovial fluid, and to reveal key pathobiological pathways across 1361 individuals with knee OA. Using unsupervised clustering, a single cluster representing a biological continuum is observed, primarily driven by "Epithelial Mesenchymal Transition". Distinct molecular endotypes are not detected. "Angiogenesis", "Complement" and "Coagulation" are enriched for after stratification by clinical phenotype (obesity status, biological sex). Complement and coagulation are associated with the inflammatory marker, C-reactive protein. Associations with patient-reported knee pain are weaker. These findings support knee OA as a biological continuum, identify common and phenotype-enriched targetable pathways, and a rationale for stratification in clinical trial design.

Fields of Study & Subjects

Osteoarthritis Treatment and Mechanisms Rheumatoid Arthritis Research and Therapies Tendon Structure and Treatment

Publication details

Journal / source
Nature Communications
Publisher
Springer Science and Business Media LLC
Volume
17
Issue
1
Publication date
2 June 2026
Language
EN