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Authors
McElderry, John P.
Zhang, Tongwu https://orcid.org/0000-0003-2124-2706
Zhao, Wei https://orcid.org/0000-0001-5103-3871
Hoang, Phuc H. https://orcid.org/0000-0002-9265-8525
Anyaso-Samuel, Samuel
Sang, Jian
Khandekar, Azhar
Hartman, Caleb https://orcid.org/0009-0009-9378-3967
Colón-Matos, Frank J.
Miraftab, Mona
Saha, Monjoy https://orcid.org/0000-0002-6470-3544
Lee, Olivia https://orcid.org/0000-0001-5389-6267
Sharma, Sunandini
Jones, Kristine M. https://orcid.org/0000-0003-1584-8920
Zhu, Bin https://orcid.org/0000-0003-0172-5516
Díaz-Gay, Marcos https://orcid.org/0000-0003-0658-0467
Mas, Luis
Arrieta, Oscar
Edell, Eric S.
Santamaría, Jacobo Martínez
Schabath, Matthew B. https://orcid.org/0000-0003-3241-3216
Yendamuri, Sai
Manczuk, Marta https://orcid.org/0000-0002-4319-6424
Lissowska, Jolanta https://orcid.org/0000-0003-2695-5799
Świątkowska, Beata
Mukeria, Anush
Shangina, Oxana
Zaridze, David
Holcatova, Ivana https://orcid.org/0000-0002-1366-0337
Janout, Vladimir
Mates, Dana
Ognjanovic, Simona
Savic, Milan
Kontic, Milica
Bossé, Yohan https://orcid.org/0000-0002-3067-3711
Gould Rothberg, Bonnie E.
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
Wong, Maria Pik
Leung, Kin Chung
Chen, Chih-Yi
Hsiung, Chao Agnes
Rothman, Nathaniel
Leduc, Charles
Baine, Marina K.
Travis, William D.
Sholl, Lynette M. https://orcid.org/0000-0002-9532-9735
Joubert, Philippe
Homer, Robert https://orcid.org/0000-0002-2055-5885
Yang, Soo-Ryum
Lan, Qing https://orcid.org/0000-0002-0888-8839
Nowak, Martin A.
Wedge, David C. https://orcid.org/0000-0002-7572-3196
Alexandrov, Ludmil B. https://orcid.org/0000-0003-3596-4515
Chanock, Stephen J. https://orcid.org/0000-0002-2324-3393
Vogtmann, Emily https://orcid.org/0000-0003-1355-5593
Abnet, Christian C. https://orcid.org/0000-0002-3008-7843
Shi, Jianxin https://orcid.org/0000-0001-8606-4707
Landi, Maria Teresa
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Funding
Funding for this research was provided by:
U.S. Department of Health & Human Services | National Institutes of Health (ZIACP101231)
U.S. Department of Health & Human Services | National Institutes of Health (U01CA209414)
U.S. Department of Health & Human Services | National Institutes of Health (R01ES032547-01, R01CA269919-01, and 1U01CA290479-01)
Moffitt Cancer Center (P30-CA076292)
Ministry of Health and Welfare (DOH97-TD-G-111-029, DOH98-TD-G-111-018, DOH99-TD-G-111-015)
LBA's Packard Fellowship for Science and Engineering
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Article History
Received: 29 May 2025
Accepted: 14 November 2025
First Online: 12 December 2025
Competing interests
: L.B.A. is a co-founder, C.S.O., 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. E.N.B. and L.B.A. declare U.S. provisional patent application filed with UCSD with serial numbers 63/269,033. L.B.A. also declares U.S. provisional applications filed with UCSD with serial numbers: 63/366,392; 63/289,601; 63/483,237; 63/412,835; and 63/492,348. L.B.A. is also 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; received speaking fees from AstraZeneca, Medscape, PRIME Education, and Medical Learning Institute. All other authors declare that they have no competing interests.
