About the Authors

Daiki Tatematsu

Contributed equally to this work with: Daiki Tatematsu, Naotoshi Nakamura, Masato S. Abe, Tetsuo Ishikawa, Takahiro Ezaki, Lin Cai, Shinsuke Koike, Shingo Iwami

Roles Formal analysis, Investigation, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan

Naotoshi Nakamura

Contributed equally to this work with: Daiki Tatematsu, Naotoshi Nakamura, Masato S. Abe, Tetsuo Ishikawa, Takahiro Ezaki, Lin Cai, Shinsuke Koike, Shingo Iwami

Roles Conceptualization, Investigation, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations Interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan, Department of Data Science, Yokohama City University, Kanagawa, Japan

Masato S. Abe

Contributed equally to this work with: Daiki Tatematsu, Naotoshi Nakamura, Masato S. Abe, Tetsuo Ishikawa, Takahiro Ezaki, Lin Cai, Shinsuke Koike, Shingo Iwami

Roles Methodology, Resources, Writing – review & editing

Affiliations Faculty of Culture and Information Science, Doshisha University, Kyoto, Japan,, Center for Advanced Intelligence Project, RIKEN, Chuo-ku, Tokyo, Japan, CBS-TOYOTA Collaboration Center, RIKEN, Wako, Saitama, Japan

Tetsuo Ishikawa

Contributed equally to this work with: Daiki Tatematsu, Naotoshi Nakamura, Masato S. Abe, Tetsuo Ishikawa, Takahiro Ezaki, Lin Cai, Shinsuke Koike, Shingo Iwami

Roles Methodology, Resources, Writing – review & editing

Affiliations Division of Applied Mathematical Science, Center for Interdisciplinary Theoretical and Mathematical Sciences (iTHEMS), RIKEN, Yokohama, Japan, Predictive Medicine Special Project (PMSP), RIKEN Center for Integrative Medical Sciences (IMS), RIKEN, Yokohama, Japan, Department of Artificial Intelligence Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan, Department of Extended Intelligence for Medicine, The Ishii-Ishibashi Laboratory, Keio University School of Medicine, Tokyo, Japan, Collective Intelligence Research Laboratory, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan

Takahiro Ezaki

Contributed equally to this work with: Daiki Tatematsu, Naotoshi Nakamura, Masato S. Abe, Tetsuo Ishikawa, Takahiro Ezaki, Lin Cai, Shinsuke Koike, Shingo Iwami

Roles Methodology, Resources, Software, Writing – review & editing

Affiliation Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan

Lin Cai

Contributed equally to this work with: Daiki Tatematsu, Naotoshi Nakamura, Masato S. Abe, Tetsuo Ishikawa, Takahiro Ezaki, Lin Cai, Shinsuke Koike, Shingo Iwami

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

Affiliations Division of Information Science, Nara Institute of Science and Technology, Nara, Japan, Center for Evolutionary Cognitive Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan

Eiryo Kawakami

Roles Writing – review & editing, Methodology

Affiliations Predictive Medicine Special Project (PMSP), RIKEN Center for Integrative Medical Sciences (IMS), RIKEN, Yokohama, Japan, Department of Artificial Intelligence Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan, Institute for Advanced Academic Research (IAAR), Chiba University, Chiba, Japan, Interdisciplinary Theoretical and Mathematical Sciences Program (iTHEMS), RIKEN, Saitama, Japan

Kazuyuki Aihara

Roles Funding acquisition, Project administration, Writing – review & editing

Affiliation The International Research Center for Neurointelligence (WPI-IRCN), Institutes for Advanced Study, University of Tokyo, Tokyo, Japan

Atsushi Nishida

Roles Data curation, Project administration, Resources, Validation, Writing – review & editing

Affiliation Unit for Mental Health Promotion, Research Center for Social Science and Medicine, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan

Naohiro Okada

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

Affiliations The International Research Center for Neurointelligence (WPI-IRCN), Institutes for Advanced Study, University of Tokyo, Tokyo, Japan, Department of Neuropsychiatry, Graduate School of Medicine, University of Tokyo, Tokyo, Japan

Naoki Masuda

Roles Methodology, Writing – review & editing

Affiliation Gilbert S. Omenn Department of Computational Medicine and Bioinformatics and Department of Mathematics, University of Michigan, Ann Arbor, Michigan, United States of America

Kiyoto Kasai

Roles Data curation, Funding acquisition, Methodology, Project administration, Resources, Writing – review & editing

Affiliations The International Research Center for Neurointelligence (WPI-IRCN), Institutes for Advanced Study, University of Tokyo, Tokyo, Japan, Department of Neuropsychiatry, Graduate School of Medicine, University of Tokyo, Tokyo, Japan

Shinsuke Koike

Contributed equally to this work with: Daiki Tatematsu, Naotoshi Nakamura, Masato S. Abe, Tetsuo Ishikawa, Takahiro Ezaki, Lin Cai, Shinsuke Koike, Shingo Iwami

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

c-koike@g.ecc.u-tokyo.ac.jp (SK); iwami.iblab@bio.nagoya-u.ac.jp (SI)

Affiliations Center for Evolutionary Cognitive Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan, The International Research Center for Neurointelligence (WPI-IRCN), Institutes for Advanced Study, University of Tokyo, Tokyo, Japan, Department of Child Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan

Shingo Iwami

Contributed equally to this work with: Daiki Tatematsu, Naotoshi Nakamura, Masato S. Abe, Tetsuo Ishikawa, Takahiro Ezaki, Lin Cai, Shinsuke Koike, Shingo Iwami

Roles Conceptualization, Funding acquisition, Investigation, Project administration, Supervision, Writing – original draft, Writing – review & editing

c-koike@g.ecc.u-tokyo.ac.jp (SK); iwami.iblab@bio.nagoya-u.ac.jp (SI)

Affiliations Interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan, Interdisciplinary Theoretical and Mathematical Sciences Program (iTHEMS), RIKEN, Saitama, Japan, The International Research Center for Neurointelligence (WPI-IRCN), Institutes for Advanced Study, University of Tokyo, Tokyo, Japan, Institute of Mathematics for Industry, Kyushu University, Fukuoka, Japan, Institute for the Advanced Study of Human Biology (ASHBi), Kyoto University, Kyoto, Japan, NEXT-Ganken Program, Japanese Foundation for Cancer Research (JFCR), Tokyo, Japan, Science Groove Inc., Fukuoka, Japan

Competing Interests

The authors have declared that no competing interests exist.