Li, Shuang
Lücken, Malte https://orcid.org/0000-0001-7464-7921
Marioni, John C.
Teichmann, Sarah A. https://orcid.org/0000-0002-6294-6366
Funding for this research was provided by:
UC | UC San Francisco | School of Medicine, University of California, San Francisco
The Ageing Biology Foundation
CZI data ecosystem grant
Article History
Received: 31 August 2024
Accepted: 24 November 2025
First Online: 16 February 2026
Competing interests
: J.C.M. has been an employee of Genentech, Inc. since September 2022. S.A.T. is a scientific advisory board member of Bioptimus, ForeSite Labs, Xaira Therapeutics, Board observer and equity holder of TransitionBio, a co-founder, consultant and Board Director of Ensocell Therapeutics, a non-executive director of 10x Genomics and a part-time employee of GlaxoSmithKline.