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Translational genomics of osteoarthritis in 1,962,069 individuals

Author

Listed:
  • Konstantinos Hatzikotoulas

    (German Research Center for Environmental Health)

  • Lorraine Southam

    (German Research Center for Environmental Health)

  • Lilja Stefansdottir

    (deCODE Genetics/Amgen)

  • Cindy G. Boer

    (Erasmus MC Medical Center)

  • Merry-Lynn McDonald

    (Birmingham Veterans Affairs Healthcare System (BVAHS)
    University of Alabama at Birmingham (UAB)
    UAB
    UAB)

  • J. Patrick Pett

    (Wellcome Genome Campus)

  • Young-Chan Park

    (German Research Center for Environmental Health)

  • Margo Tuerlings

    (Leiden University Medical Center)

  • Rick Mulders

    (Leiden University Medical Center)

  • Andrei Barysenka

    (German Research Center for Environmental Health)

  • Ana Luiza Arruda

    (German Research Center for Environmental Health)

  • Vinicius Tragante

    (deCODE Genetics/Amgen)

  • Alison Rocco

    (Birmingham Veterans Affairs Healthcare System (BVAHS)
    University of Alabama at Birmingham (UAB))

  • Norbert Bittner

    (German Research Center for Environmental Health)

  • Shibo Chen

    (German Research Center for Environmental Health)

  • Susanne Horn

    (German Research Center for Environmental Health)

  • Vinodh Srinivasasainagendra

    (Birmingham Veterans Affairs Healthcare System (BVAHS)
    UAB)

  • Ken To

    (Wellcome Genome Campus
    Cambridge Biomedical Campus
    University of Cambridge)

  • Georgia Katsoula

    (German Research Center for Environmental Health)

  • Peter Kreitmaier

    (German Research Center for Environmental Health)

  • Amabel M. M. Tenghe

    (University of Tubingen)

  • Arthur Gilly

    (Regeneron Genetics Center)

  • Liubov Arbeeva

    (University of North Carolina at Chapel Hill)

  • Lane G. Chen

    (The University of Hong Kong)

  • Agathe M. Pins

    (Icahn School of Medicine at Mount Sinai)

  • Daniel Dochtermann

    (Birmingham Veterans Affairs Healthcare System (BVAHS))

  • Cecilie Henkel

    (Copenhagen University Hospital Hvidovre)

  • Jonas Höijer

    (Uppsala University)

  • Shuji Ito

    (Shimane University Faculty of Medicine
    RIKEN Center for Integrative Medical Sciences
    RIKEN Center for Integrative Medical Sciences)

  • Penelope A. Lind

    (QIMR Berghofer Medical Research Institute
    University of Queensland
    Queensland University of Technology)

  • Bitota Lukusa-Sawalena

    (Birmingham Veterans Affairs Healthcare System (BVAHS))

  • Aye Ko Ko Minn

    (Tohoku University Graduate School of Medicine)

  • Marina Mola-Caminal

    (Uppsala University)

  • Akira Narita

    (Tohoku University)

  • Chelsea Nguyen

    (Birmingham Veterans Affairs Healthcare System (BVAHS))

  • Ene Reimann

    (University of Tartu)

  • Micah D. Silberstein

    (Massachusetts General Hospital)

  • Anne-Heidi Skogholt

    (Norwegian University of Science and Technology)

  • Hemant K. Tiwari

    (UAB)

  • Michelle S. Yau

    (Harvard Medical School)

  • Ming Yue

    (The University of Hong Kong)

  • Wei Zhao

    (University of Michigan
    University of Michigan)

  • Jin J. Zhou

    (UCLA Fielding School of Public Health)

  • George Alexiadis

    (KAT General Hospital)

  • Karina Banasik

    (University of Copenhagen)

  • Søren Brunak

    (University of Copenhagen)

  • Archie Campbell

    (University of Edinburgh)

  • Jackson T. S. Cheung

    (University College London)

  • Joseph Dowsett

    (Copenhagen University Hospital—Rigshospitalet)

  • Tariq Faquih

    (Leiden University Medical Center
    Brigham and Women’s Hospital and Harvard Medical School)

  • Jessica D. Faul

    (University of Michigan)

  • Lijiang Fei

    (Wellcome Genome Campus
    Cambridge Biomedical Campus)

  • Anne Marie Fenstad

    (Haukeland University Hospital)

  • Takamitsu Funayama

    (Tohoku University)

  • Maiken E. Gabrielsen

    (Norwegian University of Science and Technology)

  • Chinatsu Gocho

    (Tohoku University)

  • Kirill Gromov

    (Copenhagen University Hospital Hvidovre)

  • Thomas Hansen

    (Rigshospitalet – Glostrup)

  • Georgi Hudjashov

    (University of Tartu)

  • Thorvaldur Ingvarsson

    (Akureyri Hospital
    University of Iceland)

  • Jessica S. Johnson

    (Icahn School of Medicine at Mount Sinai
    University of North Carolina at Chapel Hill)

  • Helgi Jonsson

    (University of Iceland
    Landspitali The National University Hospital of Iceland)

  • Saori Kakehi

    (Juntendo University)

  • Juha Karjalainen

    (University of Helsinki
    Broad Institute of Harvard and MIT
    Broad Institute of Harvard and MIT
    Massachusetts General Hospital)

  • Elisa Kasbohm

    (University Medicine Greifswald)

  • Susanna Lemmelä

    (University of Helsinki
    Finnish Institute for Health and Welfare (THL))

  • Kuang Lin

    (University of Oxford)

  • Xiaoxi Liu

    (RIKEN Center for Integrative Medical Sciences)

  • Marieke Loef

    (Leiden University Medical Center)

  • Massimo Mangino

    (Kings College London)

  • Daniel McCartney

    (University of Edinburgh)

  • Iona Y. Millwood

    (University of Oxford)

  • Joshua Richman

    (Birmingham Veterans Affairs Healthcare System (BVAHS)
    UAB)

  • Mary B. Roberts

    (Brown University)

  • Kathleen A. Ryan

    (University of Maryland School of Medicine)

  • Dino Samartzis

    (The University of Hong Kong
    Rush University Medical Center)

  • Manu Shivakumar

    (University of Pennsylvania)

  • Søren T. Skou

    (University of Southern Denmark
    Næstved-Slagelse-Ringsted Hospitals)

  • Sachiyo Sugimoto

    (Tohoku University)

  • Ken Suzuki

    (University of Manchester
    University of Tokyo
    Osaka University Graduate School of Medicine)

  • Hiroshi Takuwa

    (Shimane University Faculty of Medicine)

  • Maris Teder-Laving

    (University of Tartu)

  • Laurent Thomas

    (Norwegian University of Science and Technology
    Norwegian University of Science and Technology)

  • Kohei Tomizuka

    (RIKEN Center for Integrative Medical Sciences)

  • Constance Turman

    (Harvard T.H. Chan School of Public Health)

  • Stefan Weiss

    (University Medicine Greifswald)

  • Tian T. Wu

    (The University of Hong Kong)

  • Eleni Zengini

    (Haidari)

  • Yanfei Zhang

    (Geisinger Health System)

  • Manuel Allen Revez Ferreira

    (Regeneron Genetics Center)

  • George Babis

    (‘Konstantopouleio’ Hospital)

  • Aris Baras

    (Regeneron Genetics Center)

  • Tyler Barker

    (The Ohio State University Wexner Medical Center
    Precision Genomics
    University of Utah)

  • David J. Carey

    (Geisinger)

  • Kathryn S. E. Cheah

    (The University of Hong Kong)

  • Zhengming Chen

    (University of Oxford)

  • Jason Pui-Yin Cheung

    (The University of Hong Kong)

  • Mark Daly

    (University of Helsinki
    Broad Institute of Harvard and MIT
    Broad Institute of Harvard and MIT
    Massachusetts General Hospital)

  • Renée Mutsert

    (Leiden University Medical Center)

  • Charles B. Eaton

    (Brown University
    Warren Alpert Medical School of Brown University
    Brown University)

  • Christian Erikstrup

    (Aarhus University Hospital
    Aarhus University)

  • Ove Nord Furnes

    (Haukeland University Hospital
    University of Bergen)

  • Yvonne M. Golightly

    (University of North Carolina at Chapel Hill
    University of Nebraska Medical Center)

  • Daniel F. Gudbjartsson

    (deCODE Genetics/Amgen
    University of Iceland)

  • Nils P. Hailer

    (Uppsala University)

  • Caroline Hayward

    (University of Edinburgh)

  • Marc C. Hochberg

    (University of Maryland School of Medicine)

  • Georg Homuth

    (University Medicine Greifswald)

  • Laura M. Huckins

    (Yale University)

  • Kristian Hveem

    (Norwegian University of Science and Technology
    Norwegian University of Science and Technology
    Nord-Trøndelag Hospital Trust)

  • Shiro Ikegawa

    (RIKEN Center for Integrative Medical Sciences
    RIKEN Center for Integrative Medical Sciences)

  • Muneaki Ishijima

    (Juntendo University Graduate School of Medicine)

  • Minoru Isomura

    (Shimane University)

  • Marcus Jones

    (Regeneron Genetics Center)

  • Jae H. Kang

    (Brigham and Women’s Hospital)

  • Sharon L. R. Kardia

    (University of Michigan)

  • Margreet Kloppenburg

    (Leiden University Medical Center
    Leiden University Medical Center)

  • Peter Kraft

    (Harvard T.H. Chan School of Public Health)

  • Nobuyuki Kumahashi

    (Matsue Red Cross Hospital)

  • Suguru Kuwata

    (Shimane University Faculty of Medicine)

  • Ming Ta Michael Lee

    (Geisinger Health System)

  • Phil H. Lee

    (Massachusetts General Hospital
    Harvard Medical School)

  • Robin Lerner

    (Queen Mary University of London)

  • Liming Li

    (Peking University
    Peking University Center for Public Health and Epidemic Preparedness & Response)

  • Steve A. Lietman

    (Geisinger)

  • Luca Lotta

    (Regeneron Genetics Center)

  • Michelle K. Lupton

    (University of Queensland
    QIMR Berghofer Medical Research Institute
    Queensland University of Technology)

  • Reedik Mägi

    (University of Tartu)

  • Nicholas G. Martin

    (QIMR Berghofer Medical Research Institute)

  • Timothy E. McAlindon

    (Tufts Medical Center)

  • Sarah E. Medland

    (QIMR Berghofer Medical Research Institute
    University of Queensland
    University of Queensland)

  • Karl Michaëlsson

    (Uppsala University)

  • Braxton D. Mitchell

    (University of Maryland School of Medicine)

  • Dennis O. Mook-Kanamori

    (Leiden University Medical Center)

  • Andrew P. Morris

    (German Research Center for Environmental Health
    University of Manchester)

  • Toru Nabika

    (Shimane University School of Medicine)

  • Fuji Nagami

    (Tohoku University)

  • Amanda E. Nelson

    (University of North Carolina at Chapel Hill)

  • Sisse Rye Ostrowski

    (Copenhagen University Hospital—Rigshospitalet
    University of Copenhagen)

  • Aarno Palotie

    (University of Helsinki
    Broad Institute of Harvard and MIT
    Broad Institute of Harvard and MIT
    Massachusetts General Hospital)

  • Ole Birger Pedersen

    (University of Copenhagen
    Zealand University Hospital – Køge)

  • Frits R. Rosendaal

    (Leiden University Medical Center)

  • Mika Sakurai-Yageta

    (Tohoku University)

  • Carsten Oliver Schmidt

    (University Medicine Greifswald)

  • Pak Chung Sham

    (The University of Hong Kong)

  • Jasvinder A. Singh

    (Birmingham Veterans Affairs Healthcare System (BVAHS)
    UAB
    UAB
    Michale E. DeBakey VA Medical Center)

  • Diane T. Smelser

    (Geisinger)

  • Jennifer A. Smith

    (University of Michigan
    University of Michigan)

  • You-qiang Song

    (The University of Hong Kong)

  • Erik Sørensen

    (Copenhagen University Hospital—Rigshospitalet)

  • Gen Tamiya

    (Tohoku University Graduate School of Medicine
    Tohoku University
    RIKEN)

  • Yoshifumi Tamura

    (Juntendo University Graduate School of Medicine)

  • Chikashi Terao

    (RIKEN Center for Integrative Medical Sciences
    Shizuoka General Hospital
    University of Shizuoka)

  • Gudmar Thorleifsson

    (deCODE Genetics/Amgen)

  • Anders Troelsen

    (Copenhagen University Hospital Hvidovre)

  • Aspasia Tsezou

    (University of Thessaly)

  • Yuji Uchio

    (Shimane University Faculty of Medicine)

  • A. G. Uitterlinden

    (Erasmus MC Medical Center)

  • Henrik Ullum

    (Statens Serum Institute)

  • Ana M. Valdes

    (University of Nottingham)

  • David A. Heel

    (Queen Mary University of London)

  • Robin G. Walters

    (University of Oxford)

  • David R. Weir

    (University of Michigan)

  • J. Mark Wilkinson

    (The University of Sheffield)

  • Bendik S. Winsvold

    (Norwegian University of Science and Technology
    Oslo University Hospital and University of Oslo
    Oslo University Hospital)

  • Masayuki Yamamoto

    (Tohoku University Graduate School of Medicine
    Tohoku University)

  • John-Anker Zwart

    (Norwegian University of Science and Technology
    Oslo University Hospital and University of Oslo
    University of Oslo)

  • Kari Stefansson

    (deCODE Genetics/Amgen
    University of Iceland)

  • Ingrid Meulenbelt

    (Leiden University Medical Center)

  • Sarah A. Teichmann

    (University of Cambridge)

  • Joyce B. J. Meurs

    (Erasmus MC Medical Center)

  • Unnur Styrkarsdottir

    (deCODE Genetics/Amgen)

  • Eleftheria Zeggini

    (German Research Center for Environmental Health
    Technical University of Munich and Klinikum Rechts der Isar)

Abstract

Osteoarthritis is the third most rapidly growing health condition associated with disability, after dementia and diabetes1. By 2050, the total number of patients with osteoarthritis is estimated to reach 1 billion worldwide2. As no disease-modifying treatments exist for osteoarthritis, a better understanding of disease aetiopathology is urgently needed. Here we perform a genome-wide association study meta-analyses across up to 489,975 cases and 1,472,094 controls, establishing 962 independent associations, 513 of which have not been previously reported. Using single-cell multiomics data, we identify signal enrichment in embryonic skeletal development pathways. We integrate orthogonal lines of evidence, including transcriptome, proteome and epigenome profiles of primary joint tissues, and implicate 700 effector genes. Within these, we find rare coding-variant burden associations with effect sizes that are consistently higher than common frequency variant associations. We highlight eight biological processes in which we find convergent involvement of multiple effector genes, including the circadian clock, glial-cell-related processes and pathways with an established role in osteoarthritis (TGFβ, FGF, WNT, BMP and retinoic acid signalling, and extracellular matrix organization). We find that 10% of the effector genes express a protein that is the target of approved drugs, offering repurposing opportunities, which can accelerate translation.

Suggested Citation

  • Konstantinos Hatzikotoulas & Lorraine Southam & Lilja Stefansdottir & Cindy G. Boer & Merry-Lynn McDonald & J. Patrick Pett & Young-Chan Park & Margo Tuerlings & Rick Mulders & Andrei Barysenka & Ana , 2025. "Translational genomics of osteoarthritis in 1,962,069 individuals," Nature, Nature, vol. 641(8065), pages 1217-1224, May.
  • Handle: RePEc:nat:nature:v:641:y:2025:i:8065:d:10.1038_s41586-025-08771-z
    DOI: 10.1038/s41586-025-08771-z
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