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Authors
Zhang, Tongwu https://orcid.org/0000-0003-2124-2706
Zhao, Wei https://orcid.org/0000-0001-5103-3871
Wirth, Christopher https://orcid.org/0000-0002-1800-0899
Díaz-Gay, Marcos https://orcid.org/0000-0003-0658-0467
Yin, Jinhu https://orcid.org/0009-0000-3153-4126
Cecati, Monia
Marchegiani, Francesca
Hoang, Phuc H. https://orcid.org/0000-0002-9265-8525
Leduc, Charles
Baine, Marina K.
Travis, William D.
Sholl, Lynette M. https://orcid.org/0000-0002-9532-9735
Joubert, Philippe
Sang, Jian
McElderry, John P.
Antony, Michelle
Klein, Alyssa
Khandekar, Azhar
Hartman, Caleb
Rosenbaum, Jennifer
Colón-Matos, Frank J.
Miraftab, Mona
Saha, Monjoy https://orcid.org/0000-0002-6470-3544
Lee, Olivia W. https://orcid.org/0000-0001-5389-6267
Jones, Kristine M. https://orcid.org/0000-0003-1584-8920
Caporaso, Neil E.
Wong, Maria Pik
Leung, Kin Chung
Hsiung, Chao Agnes
Chen, Chih-Yi
Edell, Eric S.
Santamaría, Jacobo Martínez https://orcid.org/0009-0000-4351-3955
Schabath, Matthew B. https://orcid.org/0000-0003-3241-3216
Yendamuri, Sai S.
Manczuk, Marta https://orcid.org/0000-0002-4319-6424
Lissowska, Jolanta https://orcid.org/0000-0003-2695-5799
Świątkowska, Beata https://orcid.org/0000-0003-3757-3868
Mukeria, Anush
Shangina, Oxana
Zaridze, David
Holcatova, Ivana
Mates, Dana
Milosavljevic, Sasa
Savic, Milan
Bossé, Yohan https://orcid.org/0000-0002-3067-3711
Rothberg, Bonnie E. Gould https://orcid.org/0000-0002-8919-4467
Christiani, David C. https://orcid.org/0000-0002-0301-0242
Gaborieau, Valerie
Brennan, Paul
Liu, Geoffrey
Hofman, Paul https://orcid.org/0000-0003-0431-9353
Homer, Robert https://orcid.org/0000-0002-2055-5885
Yang, Soo-Ryum
Pesatori, Angela C. https://orcid.org/0000-0002-0261-3252
Consonni, Dario https://orcid.org/0000-0002-8935-3843
Yang, Lixing
Zhu, Bin https://orcid.org/0000-0003-0172-5516
Shi, Jianxin https://orcid.org/0000-0001-8606-4707
Brown, Kevin
Rothman, Nathaniel
Chanock, Stephen J. https://orcid.org/0000-0002-2324-3393
Alexandrov, Ludmil B. https://orcid.org/0000-0003-3596-4515
Choi, Jiyeon https://orcid.org/0000-0002-0955-2384
Cardelli, Maurizio https://orcid.org/0000-0002-4480-2473
Lan, Qing https://orcid.org/0000-0002-0888-8839
Nowak, Martin A.
Wedge, David C. https://orcid.org/0000-0002-7572-3196
Landi, Maria Teresa https://orcid.org/0000-0003-4507-329X
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Article History
Received: 16 May 2024
Accepted: 28 October 2025
First Online: 10 December 2025
Competing interests
: L.B.A. is a co-founder, CSO, scientific advisory member and consultant for io9, has equity and receives income. The terms of this arrangement have been reviewed and approved by the University of California, San Diego in accordance with its conflict of interest policies. L.B.A. is also a compensated member of the scientific advisory board of Inocras. L.B.A.’s spouse is an employee of Biotheranostics. L.B.A. declares US provisional applications filed with UCSD with serial numbers: 63/269,033, 63/366,392, 63/289,601, 63/483,237, 63/412,835 and 63/492,348. L.B.A. is also listed as an inventor of a US patent 10,776,718 for source identification by non-negative matrix factorization. S.-R.Y. has received consulting fees from AstraZeneca, Sanofi, Amgen, AbbVie and Sanofi; and received speaking fees from AstraZeneca, Medscape, PRIME Education and Medical Learning Institute. The other authors declare no competing interests.
