TY - JOUR
T1 - Translational genomics of osteoarthritis in 1,962,069 individuals
AU - Estonian Biobank Research Team
AU - FinnGen
AU - Genes and Health Research Team
AU - HUNT All-In Pain
AU - Million Veteran Program
AU - Regeneron Genetics Center
AU - DBDS Genomic Consortium
AU - Hatzikotoulas, Konstantinos
AU - Southam, Lorraine
AU - Stefansdottir, Lilja
AU - Boer, Cindy g.
AU - Mcdonald, Merry-Lynn
AU - Pett, J. patrick
AU - Park, Young-Chan
AU - Tuerlings, Margo
AU - Mulders, Rick
AU - Barysenka, Andrei
AU - Arruda, Ana luiza
AU - Tragante, Vinicius
AU - Rocco, Alison
AU - Bittner, Norbert
AU - Chen, Shibo
AU - Horn, Susanne
AU - Srinivasasainagendra, Vinodh
AU - To, Ken
AU - Katsoula, Georgia
AU - Kreitmaier, Peter
AU - Tenghe, Amabel m. m.
AU - Gilly, Arthur
AU - Arbeeva, Liubov
AU - Chen, Lane g.
AU - De pins, Agathe m.
AU - Dochtermann, Daniel
AU - Henkel, Cecilie
AU - Höijer, Jonas
AU - Ito, Shuji
AU - Lind, Penelope a.
AU - Lukusa-Sawalena, Bitota
AU - Minn, Aye ko ko
AU - Mola-Caminal, Marina
AU - Narita, Akira
AU - Nguyen, Chelsea
AU - Reimann, Ene
AU - Silberstein, Micah d.
AU - Skogholt, Anne-Heidi
AU - Tiwari, Hemant k.
AU - Yau, Michelle s.
AU - Yue, Ming
AU - Zhao, Wei
AU - Zhou, Jin j.
AU - Alexiadis, George
AU - Banasik, Karina
AU - Brunak, Søren
AU - Campbell, Archie
AU - Cheung, Jackson t. s.
AU - Dowsett, Joseph
AU - Faquih, Tariq
AU - Faul, Jessica d.
AU - Fei, Lijiang
AU - Fenstad, Anne marie
AU - Funayama, Takamitsu
AU - Gabrielsen, Maiken
AU - Gocho, Chinatsu
AU - Gromov, Kirill
AU - Hansen, Thomas
AU - Hudjashov, Georgi
AU - Ingvarsson, Thorvaldur
AU - Johnson, Jessica s.
AU - Jonsson, Helgi
AU - Kakehi, Saori
AU - Karjalainen, Juha
AU - Kasbohm, Elisa
AU - Lemmelä, Susanna
AU - Lin, Kuang
AU - Liu, Xiaoxi
AU - Loef, Marieke
AU - Mangino, Massimo
AU - Mccartney, Daniel
AU - Millwood, Iona y.
AU - Richman, Joshua
AU - Roberts, Mary b.
AU - Ryan, Kathleen a.
AU - Samartzis, Dino
AU - Shivakumar, Manu
AU - Skou, Søren t.
AU - Sugimoto, Sachiyo
AU - Suzuki, Ken
AU - Takuwa, Hiroshi
AU - Teder-Laving, Maris
AU - Thomas, Laurent
AU - Tomizuka, Kohei
AU - Turman, Constance
AU - Weiss, Stefan
AU - Wu, Tian t.
AU - Zengini, Eleni
AU - Zhang, Yanfei
AU - Babis, George
AU - Van heel, David a.
AU - Winsvold, Bendik s.
AU - Gabrielsen, Maiken
AU - Ferreira, Manuel allen revez
AU - Babis, George
AU - Baras, Aris
AU - Barker, Tyler
AU - Carey, David j.
AU - Cheah, Kathryn s. e.
AU - Chen, Zhengming
AU - Cheung, Jason pui-Yin
AU - Daly, Mark
AU - De mutsert, Renée
AU - Eaton, Charles b.
AU - Erikstrup, Christian
AU - Furnes, Ove nord
AU - Golightly, Yvonne m.
AU - Gudbjartsson, Daniel f.
AU - Hailer, Nils p.
AU - Hayward, Caroline
AU - Hochberg, Marc c.
AU - Homuth, Georg
AU - Huckins, Laura m.
AU - Hveem, Kristian
AU - Ikegawa, Shiro
AU - Ishijima, Muneaki
AU - Isomura, Minoru
AU - Jones, Marcus
AU - Kang, Jae h.
AU - Kardia, Sharon l. r.
AU - Kloppenburg, Margreet
AU - Kraft, Peter
AU - Kumahashi, Nobuyuki
AU - Kuwata, Suguru
AU - Lee, Ming ta michael
AU - Lee, Phil h.
AU - Lerner, Robin
AU - Li, Liming
AU - Lietman, Steve a.
AU - Lotta, Luca
AU - Lupton, Michelle k.
AU - Mägi, Reedik
AU - Martin, Nicholas g.
AU - Mcalindon, Timothy e.
AU - Medland, Sarah e.
AU - Michaëlsson, Karl
AU - Mitchell, Braxton d.
AU - Mook-Kanamori, Dennis o.
AU - Morris, Andrew p.
AU - Nabika, Toru
AU - Nagami, Fuji
AU - Nelson, Amanda e.
AU - Ostrowski, Sisse rye
AU - Palotie, Aarno
AU - Pedersen, Ole birger
AU - Rosendaal, Frits r.
AU - Sakurai-Yageta, Mika
AU - Schmidt, Carsten oliver
AU - Sham, Pak chung
AU - Singh, Jasvinder a.
AU - Smelser, Diane t.
AU - Smith, Jennifer a.
AU - Song, You-Qiang
AU - Sørensen, Erik
AU - Tamiya, Gen
AU - Tamura, Yoshifumi
AU - Terao, Chikashi
AU - Thorleifsson, Gudmar
AU - Troelsen, Anders
AU - Tsezou, Aspasia
AU - Uchio, Yuji
AU - Uitterlinden, A. g.
AU - Ullum, Henrik
AU - Valdes, Ana m.
AU - Van heel, David a.
AU - Walters, Robin g.
AU - Weir, David r.
AU - Wilkinson, J. mark
AU - Winsvold, Bendik s.
AU - Yamamoto, Masayuki
AU - Zwart, John-Anker
AU - Stefansson, Kari
AU - Meulenbelt, Ingrid
AU - Teichmann, Sarah a.
AU - Van meurs, Joyce b. j.
AU - Styrkarsdottir, Unnur
AU - Zeggini, Eleftheria
PY - 2025/4/9
Y1 - 2025/4/9
N2 - 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.
AB - 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.
KW - Case-Control Studies
KW - Epigenome/genetics
KW - Female
KW - Genome-Wide Association Study
KW - Genomics
KW - Humans
KW - Male
KW - Neuroglia/metabolism
KW - Osteoarthritis/genetics
KW - Proteome/genetics
KW - Signal Transduction/genetics
KW - Single-Cell Analysis
KW - Transcriptome/genetics
KW - Translational Research, Biomedical
U2 - 10.1038/s41586-025-08771-z
DO - 10.1038/s41586-025-08771-z
M3 - Article
C2 - 40205036
SN - 0028-0836
VL - 641
SP - 1217
EP - 1224
JO - Nature
JF - Nature
IS - 8065
M1 - 30
ER -