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Article History

Received: 20 April 2023

Accepted: 24 September 2024

First Online: 6 November 2024

Competing interests

: S.M.B.: consultant to Two River Consulting and Third Rock Ventures; and equity in Candid Therapeutics, Kronos Bio, 76Bio and Allogene Therapeutics. D.A.Z.: consultant to Bristol Myers Squibb, Freeline Therapeutics and Intrinsic Imaging; and research funding from Abbott Laboratories. N.P.S.: consultant to Hera Biotech. L.Z.: consultant to Bristol Myers Squibb and Merck. J.F.G.: consultant to Amgen, Arcus Biosciences, AI Proteins, AstraZeneca, Beigene, Blueprint Medicines, Bristol Myers Squibb, Genentech/Roche, EMD Serono, InterVenn Biosciences, Gilead Sciences, iTeos Therapeutics, Jounce Therapeutics, Karyopharm Therapeutics, Lilly, Loxo, Merus, Mirati Therapeutics, Pfizer, Sanofi, Silverback Therapeutics, Merck, Moderna Therapeutics, Mariana Oncology and Takeda; honorarium from Merck, Pfizer, Novartis, Pfizer and Takeda; research funding from Adaptimmune, Alexo Therapeutics, Array BioPharma, AstraZeneca, Blueprint Medicines, Bristol Myers Squibb, Genentech, Jounce Therapeutics, Merck, Moderna Therapeutics, Novartis and Tesaro; has an immediate family member who is an employee with stock and other ownership interests in Ironwood Pharmaceuticals; and equity in AI Proteins. C.J.W.: equity in BionTech; research funding from Pharmacyclics; and is on the scientific advisory board of Repertoire, Adventris and Aethon Therapeutics. D.J.: grants and personal fees from Novartis, Genentech, Syros and Eisai; personal fees from Vibliome, PIC Therapeutics, Mapkure and Relay Therapeutics; and grants from Pfizer, Amgen, InventisBio, Arvinas, Takeda, Blueprint Medicines, AstraZeneca, Ribon Therapeutics and Infinity that are outside the submitted work. M.M.-K.: consultant to AstraZeneca, Pfizer, Repare, Boehringer Ingelheim, Sanofi, AbbVie and Daiichi-Sankyo; and royalties from Elsevier. G.O.: consultant to Bicycle Therapeutics. R.J.S.: consultant to Bristol Myers Squibb, Merck, Pfizer, Marengo Therapeutics, Novartis, Eisai, Iovance, OncoSec and AstraZeneca; and research funding from Merck. G.M.B.: sponsored research agreements through her institution with Olink Proteomics, Teiko Bio, InterVenn Biosciences and Palleon Pharmaceuticals; is on advisory boards for Iovance, Merck, Nektar Therapeutics, Novartis and Ankyra Therapeutics; is a consultant for Merck, InterVenn Biosciences, Iovance and Ankyra Therapeutics; and has equity in Ankyra Therapeutics. T.G.N.: consultant to Bristol Myers Squibb, Genentech, CRC Oncology, Roche, Sanofi and Parexel Imaging Pharmaceuticals; and grant funding from Astra Zeneca, Bristol Myers Squibb related to the cardiac effects of ICIs. K.L.R.: on the advisory board to SAGA Diagnostics; speaker’s fees from CMEOutfitters and Medscape; and research funding from Bristol Myers Squibb. A.-C.V.: consultant to Bristol Myers Squibb; and financial interest in 10x Genomics. 10x Genomics designs and manufactures gene sequencing technology for use in research, and such technology is being used in this research; these interests were reviewed by the Massachusetts General Hospital and Mass General Brigham in accordance with their institutional policies. All other authors (I.J.K., S.R., J.C., N.S., S.M., M.W., A.T., Y.S., K.H.X., J.B., P.S., K.S., J.T., K.M., B.Y.A., M.N., C.J.P., D.M., M.J., P.C., A.L., W.A.M., T.S., L.T.N., J.R.S. and M.F.T.) declare no competing interests.