Repetto, Linda https://orcid.org/0000-0002-7901-4549
Chen, Jiantao https://orcid.org/0000-0002-7214-2257
Yang, Zhijian https://orcid.org/0000-0003-4803-8633
Zhai, Ranran https://orcid.org/0000-0002-5834-9120
Timmers, Paul R. H. J. https://orcid.org/0000-0002-5197-1267
Feng, Xiao https://orcid.org/0000-0001-8919-6000
Li, Ting https://orcid.org/0000-0002-9614-1566
Yao, Yue
Maslov, Denis https://orcid.org/0000-0003-2806-5933
Timoshchuk, Anna https://orcid.org/0000-0001-8529-4498
Tu, Fengyu https://orcid.org/0000-0001-8748-7250
Twait, Emma L.
May-Wilson, Sebastian https://orcid.org/0000-0003-2668-5717
Muckian, Marisa D. https://orcid.org/0000-0003-0419-3797
Prins, Bram P.
Png, Grace
Kooperberg, Charles https://orcid.org/0000-0002-7986-8560
Johansson, Åsa
Hillary, Robert F. https://orcid.org/0000-0002-2595-552X
Wheeler, Eleanor https://orcid.org/0000-0002-8616-6444
Pan, Lu https://orcid.org/0000-0001-7467-6992
He, Yazhou
Klasson, Sofia
Ahmad, Shahzad https://orcid.org/0000-0002-8658-3790
Peters, James E.
Gilly, Arthur
Karaleftheri, Maria
Tsafantakis, Emmanouil
Haessler, Jeffrey
Gyllensten, Ulf
Harris, Sarah E. https://orcid.org/0000-0002-4941-5106
Wareham, Nicholas J. https://orcid.org/0000-0003-1422-2993
Göteson, Andreas https://orcid.org/0000-0001-6118-6054
Lagging, Cecilia https://orcid.org/0000-0002-5692-2755
Ikram, Mohammad Arfan https://orcid.org/0000-0003-0372-8585
van Duijn, Cornelia M. https://orcid.org/0000-0002-2374-9204
Jern, Christina
Landén, Mikael https://orcid.org/0000-0002-4496-6451
Langenberg, Claudia https://orcid.org/0000-0002-5017-7344
Deary, Ian J. https://orcid.org/0000-0002-1733-263X
Marioni, Riccardo E. https://orcid.org/0000-0003-4430-4260
Enroth, Stefan
Reiner, Alexander P. https://orcid.org/0000-0002-1427-4470
Dedoussis, George
Zeggini, Eleftheria
Sharapov, Sodbo https://orcid.org/0000-0003-0279-4900
Aulchenko, Yurii S.
Butterworth, Adam S. https://orcid.org/0000-0002-6915-9015
Mälarstig, Anders https://orcid.org/0000-0003-2608-1358
Wilson, James F. https://orcid.org/0000-0001-5751-9178
Navarro, Pau https://orcid.org/0000-0001-5576-8584
Shen, Xia https://orcid.org/0000-0003-4390-1979
Funding for this research was provided by:
National Natural Science Foundation of China (12171495)
Natural Science Foundation of Guangdong Province (2021A1515010866)
Vetenskapsrådet (2022-01309)
Article History
Received: 21 March 2023
Accepted: 22 July 2024
First Online: 29 August 2024
Competing interests
: P.R.H.J.T. is a salaried employee of BioAge Labs, Inc. R.E.M. has received a speaker fee from Illumina, is an advisor to the Epigenetic Clock Development Foundation and is a scientific consultant for Optima Partners. E.W. is now an employee of AstraZeneca. Y.S.A. is now an employee of GSK. A.S.B. has received grants from AstraZeneca, Bayer, Biogen, BioMarin and Sanofi. A.M. is an employee of Pfizer. X.S. is the founder of Quantix BioSciences and has received a speaker fee from Olink Proteomics. The remaining authors declare no competing interests.