About the Authors

Shunsuke A. Sakai

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan, Department of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan, Department of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba, Japan

Ryosuke Nomura

Roles Investigation, Methodology, Validation, Visualization, Writing – review & editing

Affiliations Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan

Satoi Nagasawa

Roles Investigation, Methodology, Writing – review & editing

Affiliations Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan, Department of Breast Surgery, National Cancer Center Hospital East, Kashiwa, Chiba, Japan

SungGi Chi

Roles Investigation, Methodology, Writing – review & editing

Affiliation Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan

Ayako Suzuki

Roles Investigation, Methodology, Writing – review & editing

Affiliation Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan

Yutaka Suzuki

Roles Investigation, Methodology, Writing – review & editing

Affiliation Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan

Mitsuho Imai

Roles Data curation, Investigation, Resources, Writing – review & editing

Affiliations Translational Research Support Office, National Cancer Center Hospital East, Chiba, Japan, Department of Genetic Medicine and Services, National Cancer Center Hospital East, Chiba, Japan

Yoshiaki Nakamura

Roles Data curation, Investigation, Resources, Writing – review & editing

Affiliations Translational Research Support Office, National Cancer Center Hospital East, Chiba, Japan, Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Chiba, Japan

Takayuki Yoshino

Roles Data curation, Investigation, Resources, Writing – review & editing

Affiliations Translational Research Support Office, National Cancer Center Hospital East, Chiba, Japan, Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Chiba, Japan

Shumpei Ishikawa

Roles Methodology, Writing – review & editing

Affiliations Department of Preventive Medicine, Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Tokyo, Japan, Division of Pathology, National Cancer Center Exploratory Oncology Research & Clinical Trial Center, Kashiwa, Chiba, Japan

Katsuya Tsuchihara

Roles Supervision, Writing – review & editing

Affiliations Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan, Department of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan

Shun-Ichiro Kageyama

Roles Conceptualization, Supervision, Writing – review & editing

riuyamas@east.ncc.go.jp (RY); skageyam@east.ncc.go.jp (SIK)

Affiliations Department of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba, Japan, Division of Radiation Oncology and Particle Therapy, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan

Riu Yamashita

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

riuyamas@east.ncc.go.jp (RY); skageyam@east.ncc.go.jp (SIK)

Affiliations Division of Translational Informatics, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan

Competing Interests

I have read the journal's policy and the authors of this manuscript have the following competing interests: M.I. reports advisory role from Sumitomo Co., Ltd., Exact Sciences Corporation.; speakers’ bureau from Chugai Pharmaceutical Co., Ltd.; research funding from Merck Sharp and Dohme, Inc. Y.N. reports advisory role from Guardant Health Pte Ltd., Natera Inc., Roche Ltd., Seagen Inc., Premo Partners Inc., Daiichi Sankyo Co. Ltd., Takeda Pharmaceutical Co. Ltd., Exact Sciences Corporation, and Gilead Sciences Inc.; speakers’ bureau from Guardant Health Pte Ltd., MSD K.K., Eisai Co. Ltd., Zeria Pharmaceutical Co. Ltd., Miyarisan Pharmaceutical Co. Ltd., Merck Biopharma Co. Ltd., CareNet Inc., Hisamitsu Pharmaceutical Co. Inc., Taiho Pharmaceutical Co. Ltd., Daiichi Sankyo Co. Ltd., Chugai Pharmaceutical Co. Ltd., Becton, Dickinson and Company, and Guardant Health Japan Corp; research funding from Seagen Inc., Genomedia Inc., Guardant Health AMEA, Inc., Guardant Health, Inc., Tempus Labs Inc., Roche Diagnostics K.K., Daiichi Sankyo Co. Ltd., and Chugai Pharmaceutical Co. Ltd. T.Y. reports honoraria from Chugai Pharmaceutical Co. Ltd., Takeda Pharmaceutical Co. Ltd., Merck, Bayer Yakuhin, Ono Pharmaceutical, and MSD K.K; consulting fee from Sumitomo Corp., and research grant from Amgen, Chugai Pharmaceutical Co., Ltd., Daiichi Sankyo Co., Ltd., Eisai, FALCO Biosystems, Genomedia Inc., Molecular Health, MSD, Nippon Boehringer Ingelheim, Ono, Pfizer, Roche Diagnostics, Sanofi, Sysmex, and Taiho Pharmaceutical Co. Ltd., outside the submitted work. The other authors declare no competing interest.