Karen Stein, Chiun Hsu, Michael J. Pishvaian, Armando Santoro, Kenji Tamura, Kyaw L. Aung, Janice M. Mehnert, Antoine Hollebecque, Emily K. Bergsland, Patrick A. Ott, Sarina Anne Piha-Paul, Elena Elez, Christophe Le Tourneau, Roger B. Cohen, Jan H.M. Schellens, Igor Puzanov, Toshihiko Doi, M. Gould, Bert H. O'Neil, Ping Yang, Université de Versailles Saint-Quentin-en-Yvelines (UVSQ), Cancer et génome: Bioinformatique, biostatistiques et épidémiologie d'un système complexe, MINES ParisTech - École nationale supérieure des mines de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut Curie [Paris]-Institut National de la Santé et de la Recherche Médicale (INSERM), Département de médecine oncologique [Gustave Roussy], Institut Gustave Roussy (IGR), Merck Sharp and Dohme, MSD Meso Scale Diagnostics, MSD MedImmune AstraZeneca AbbVie North Carolina GlaxoSmithKline Foundation Meso Scale Diagnostics, MSD Merck Sharp and Dohme, MSD Roche, Funding for this research was provided by Merck Sharp & Dohme Corp., a subsidiary of Merck & Co., Inc., Kenilworth, NJ, USA (MSD). Study management support was provided by Pradeep Thanigaimani, BS, of MSD, and additional statistical support was provided by Chao Gao, PhD, formerly of MSD and funded by MSD. Additional study support was provided by Melanie Leiby, PhD, of MSD, and Jennifer Smedberg, an employee of ExecuPharm on assignment to Merck. Medical writing and editorial assistance was provided by Sheri Arndt, PharmD, of C4 MedSolutions LLC (Yardley, PA), a CHC Group company. This assistance was funded by MSD., Janice M. Mehnert has acted as a paid advisor or consultant for and/or received grants from Merck for work performed as part of the current study and from Merck, Pfizer, EMD Serono, Boehringer Ingelheim, Amgen, AstraZeneca, Bristol‐Myers Squibb, Incyte, and MacroGenics for work performed outside of the current study. Emily Bergsland has received grants to her institution from Merck and Novartis for work performed outside of the current study. Bert H. O’Neil is a full‐time employee of Eli Lilly. Armando Santoro has acted as a member of the Speakers' Bureau for Takeda, Bristol‐Myers Squibb, Roche, AbbVie, Amgen, Celgene, Servier, Gilead, AstraZeneca, Pfizer, ArQule, Eli Lilly, Sandoz, Eisai, Novartis, Bayer, and MSD, as a member of the advisory board for Bristol‐Myers Squibb, Servier, Gilead, Pfizer, Eisai, Bayer, and MSD, and and as a paid consultant for ArQule and Sanofi for work performed outside of the current study. Jan H. M. Schellens has received personal fees from and is a patent holder for Modra Pharmaceuticals for oral taxanes and has acted as a paid consultant for Diopharm. Roger B. Cohen has received a grant to his institution from Merck for work performed as part of the current study. Toshihiko Doi has acted as a paid consultant for and received grants from Eli Lilly, Chugai Pharma, Kyowa Hakko Kirin, MSD, Daiichi Sankyo, Amgen, Taiho, Novartis, Merck Serono, Janssen, Boehringer Ingelheim, Takeda, Pfizer, Sumitomo Dainippon, Bristol‐Myers Squibb, AbbVie, Bayer, Eisai, Rakuten Medical, and Quintiles for work performed outside of the current study. Patrick A. Ott has received grants and/or personal fees from Bristol‐Myers Squibb, Genentech, Celldex, CytomX, Pfizer, Alexion, Amgen, Novartis, Neon Therapeutics, ARMO BioSciences, AstraZeneca, and Array for work performed outside of the current study. Michael J. Pishvaian has received grants to his institution from Merck, AstraZeneca/MedImmune, Halozyme, Bavarian Nordic, AbbVie, Celldex, Pfizer, Novartis, Boston Biomedical, Tesaro, Bristol‐Myers Squibb, Celgene, Genentech, ARMO BioSciences, Bayer, Calithera, Curegenix, FibroGen, Gilead, GlaxoSmithKline, Karyopharm, Regeneron, and Pharmacyclics and personal fees and/or nonfinancial support as a paid consultant, advisor, or member of the Speaker's Bureau from Merck, AstraZeneca/MedImmune, Halozyme, Sirtex Medical, Caris Life Sciences, Rafael Pharmaceuticals, Ipsen/Merrimack, RenovoRx, Perthera, and Celgene for work performed outside of the current study. Igor Puzanov has acted as a paid consultant for Amgen for work performed outside of the current study. Chiun Hsu has received grants from AstraZeneca, Bristol‐Myers Squibb/ONO, Eli Lilly, Merck Serono, MSD, Novartis, and Roche for work performed outside of the current study. Christophe Le Tourneau has received grants from MSD for work performed as part of the current study and personal fees and/or nonfinancial support from Bristol‐Myers Squibb, Merck Serono, MSD, Roche, AstraZeneca, GlaxoSmithKline, Rakuten, and Nanobiotix for work performed outside of the current study. Antoine Hollebecque has received personal fees and/or nonfinancial support from Amgen, Gritstone Oncology, Merck Serono, Eli Lilly, Eisai, and Servier for work performed outside of the current study. Elena Élez has received grants, personal fees, and/or nonfinancial support from Amgen, Sanofi, Merck Serono, Pierre Fabre, Roche, and Servier for work performed outside of the current study. Marlena Gould works as a contractor for MSD. Ping Yang is an employee of MSD, China. Karen Stein is an employee of MSD. Sarina A. Piha‐Paul has received research support from MSD for work performed as part of the current study and research support from the National Institutes of Health/National Cancer Institute, GlaxoSmithKline, AbbVie, Aminex Therapeutics, BioMarin Pharmaceutical Inc, Boehringer Ingelheim, Bristol‐Myers Squibb, Cerulean Pharma, Chugai Pharma, XuanZhu Biophama, Incyte, Jacobio, Principia Biopharma, Pieris Pharmaceuticals, Novartis, Five Prime Therapeutics, Genmab, Pfizer, Puma Biotechnology, Helix BioPharma, Curis, NewLink Genetics/Blue Link, MedImmune, Medivation, Merck Sharp and Dohme Corporation, Rapt Therapeutics, Seattle Genetics, Taiho, TransThera Biosciences, and Tesaro for work performed outside of the current study. The other authors made no disclosures.