Translational genomics of osteoarthritis in 1,962,069 individuals

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 Luiza Arruda, Vinicius Tragante, Alison Rocco, Norbert Bittner, Shibo Chen, Susanne Horn, Vinodh Srinivasasainagendra, Ken To, Georgia Katsoula, Peter KreitmaierAmabel M. M. Tenghe, Arthur Gilly, Liubov Arbeeva, Lane G. Chen, Agathe M. de Pins, Daniel Dochtermann, Cecilie Henkel, Jonas Hoeijer, Shuji Ito, Penelope A. Lind, Bitota Lukusa-Sawalena, Aye Ko Ko Minn, Marina Mola-Caminal, Akira Narita, Chelsea Nguyen, Ene Reimann, Micah D. Silberstein, Anne-Heidi Skogholt, Hemant K. Tiwari, Michelle S. Yau, Ming Yue, Wei Zhao, Jin J. Zhou, George Alexiadis, Karina Banasik, Soren Brunak, Archie Campbell, Jackson T. S. Cheung, Joseph Dowsett, Tariq Faquih, Jessica D. Faul, Lijiang Fei, Anne Marie Fenstad, Takamitsu Funayama, Maiken Gabrielsen, Chinatsu Gocho, Kirill Gromov, Thomas Hansen, Georgi Hudjashov, Thorvaldur Ingvarsson, Jessica S. Johnson, Helgi Jonsson, Saori Kakehi, Juha Karjalainen, Elisa Kasbohm, Susanna Lemmelae, Kuang Lin, Xiaoxi Liu, Marieke Loef, Massimo Mangino, Daniel Mccartney, Iona Y. Millwood, Joshua Richman, Mary B. Roberts, Kathleen A. Ryan, Dino Samartzis, Manu Shivakumar, Soren T. Skou, Sachiyo Sugimoto, Ken Suzuki, Hiroshi Takuwa, Maris Teder-Laving, Laurent Thomas, Kohei Tomizuka, Constance Turman, Stefan Weiss, Tian T. Wu, Eleni Zengini, Yanfei Zhang, George Babis, David A. van Heel, Bendik S. Winsvold, Maiken Gabrielsen, Manuel Allen Revez Ferreira, Aris Baras, Tyler Barker, David J. Carey, Kathryn S. E. Cheah, Zhengming Chen, Jason Pui-Yin Cheung, Mark Daly, Renee de Mutsert, Charles B. Eaton, Christian Erikstrup, Ove Nord Furnes, Yvonne M. Golightly, Daniel F. Gudbjartsson, Nils P. Hailer, Caroline Hayward, Marc C. Hochberg, Georg Homuth, Laura M. Huckins, Kristian Hveem, Shiro Ikegawa, Muneaki Ishijima, Minoru Isomura, Marcus Jones, Jae H. Kang, Sharon L. R. Kardia, Margreet Kloppenburg, Peter Kraft, Nobuyuki Kumahashi, Suguru Kuwata, Ming Ta Michael Lee, Phil H. Lee, Robin Lerner, Liming Li, Steve A. Lietman, Luca Lotta, Michelle K. Lupton, Reedik Maegi, Nicholas G. Martin, Timothy E. Mcalindon, Sarah E. Medland, Karl Michaelsson, Braxton D. Mitchell, Dennis O. Mook-Kanamori, Andrew P. Morris, Toru Nabika, Fuji Nagami, Amanda E. Nelson, Sisse Rye Ostrowski, Aarno Palotie, Ole Birger Pedersen, Frits R. Rosendaal, Mika Sakurai-Yageta, Carsten Oliver Schmidt, Pak Chung Sham, Jasvinder A. Singh, Diane T. Smelser, Jennifer A. Smith, You-qiang Song, Erik Sorensen, Gen Tamiya, Yoshifumi Tamura, Chikashi Terao, Gudmar Thorleifsson, Anders Troelsen, Aspasia Tsezou, Yuji Uchio, A. G. Uitterlinden, Henrik Ullum, Ana M. Valdes, Robin G. Walters, David R. Weir, J. Mark Wilkinson, Bendik S. Winsvold, Masayuki Yamamoto, John-Anker Zwart, Kari Stefansson, Ingrid Meulenbelt, Sarah A. Teichmann, Joyce B. J. van Meurs, Unnur Styrkarsdottir, Eleftheria Zeggini

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Abstract

Osteoarthritis is the third most rapidly growing health condition associated with disability, after dementia and diabetes 1. By 2050, the total number of patients with osteoarthritis is estimated to reach 1 billion worldwide 2. 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.

Original languageEnglish
Article number30
Pages (from-to)1217-1224
Number of pages8
JournalNature
Volume641
Issue number8065
Early online date9 Apr 2025
DOIs
Publication statusE-pub ahead of print - 9 Apr 2025

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Publisher Copyright:
© The Author(s) 2025.

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