Ying, Kejun https://orcid.org/0000-0002-1791-6176
Paulson, Seth
Eames, Alec https://orcid.org/0009-0002-4824-1500
Tyshkovskiy, Alexander https://orcid.org/0000-0002-6215-190X
Li, Siyuan https://orcid.org/0009-0000-9254-7115
Eynon, Nir https://orcid.org/0000-0003-4046-8276
Jacques, Macsue
Grolaux, Robin https://orcid.org/0000-0001-5129-7308
Seale, Kirsten
Jacques, Erik
Goeminne, Ludger J. E. https://orcid.org/0000-0002-8285-7766
Cipriano, Andrea https://orcid.org/0000-0003-0775-3198
Perez-Guevara, Martin
Emamifar, Mehrnoosh
Casas MartÃnez, Maximiliano
Kwon, Dayoon
Kosheleva, Anna
Snyder, Michael https://orcid.org/0000-0003-0784-7987
Gobel, Dane
Herzog, Chiara https://orcid.org/0000-0002-1572-498X
McCartney, Daniel L. https://orcid.org/0000-0001-5463-2212
Marioni, Riccardo E. https://orcid.org/0000-0003-4430-4260
Lasky-Su, Jessica https://orcid.org/0000-0001-6236-4705
Poganik, Jesse R. https://orcid.org/0000-0003-3098-8550
Moqri, Mahdi https://orcid.org/0000-0001-6675-0566
Gladyshev, Vadim N. https://orcid.org/0000-0002-0372-7016
Article History
Received: 26 May 2024
Accepted: 16 September 2025
First Online: 4 November 2025
Competing interests
: M.M., K.Y. and V.N.G. have filed a patent on measuring cellular aging. R.E.M. is a scientific advisor to the Epigenetic Clock Development Foundation and has received consultancy fees from Optima Partners. D.L.M. is employed by Optima Partners in a part-time capacity. J.L.-S. is a scientific advisor for Precion Inc., Alamar and TruDiagnostic, and has a sponsored research agreement with TruDiagnostic. The remaining authors declare no competing interests.