About the Authors

Yoko Yokoyama

Contributed equally to this work with: Yoko Yokoyama, Takahiro J. Nakamura

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

Affiliations Graduate School of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan, Health Science Laboratory, Keio Research Institute at SFC, Fujisawa, Kanagawa, Japan

Takahiro J. Nakamura

Contributed equally to this work with: Yoko Yokoyama, Takahiro J. Nakamura

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Supervision, Writing – original draft, Writing – review & editing

Affiliation Laboratory of Animal Physiology, School of Agriculture, Meiji University, Kawasaki, Kanagawa, Japan

Karen Yoshimoto

Roles Conceptualization, Formal analysis, Investigation, Project administration, Software, Visualization, Writing – review & editing

Affiliation Department of Environment and Information Studies, Keio University, Fujisawa, Kanagawa, Japan

Honoka Ijyuin

Roles Investigation, Project administration, Software, Visualization, Writing – review & editing

Affiliation Department of Policy Management, Keio University, Fujisawa, Kanagawa, Japan

Naoyuki Tachikawa

Roles Formal analysis, Investigation, Methodology, Project administration, Software, Visualization, Writing – review & editing

Affiliation Laboratory of Animal Physiology, School of Agriculture, Meiji University, Kawasaki, Kanagawa, Japan

Haruka Oda

Roles Investigation, Project administration, Software, Visualization, Writing – review & editing

Affiliation Department of Policy Management, Keio University, Fujisawa, Kanagawa, Japan

Rena Shiraishi

Roles Formal analysis, Software, Writing – review & editing

Affiliation Laboratory of Animal Physiology, School of Agriculture, Meiji University, Kawasaki, Kanagawa, Japan

Kaori Shinohara

Roles Investigation, Project administration, Writing – review & editing

Affiliation Graduate School of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan

Kayo Kumadaki

Roles Investigation, Project administration, Writing – review & editing

Affiliation Graduate School of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan

Shiori Honda

Roles Investigation, Project administration, Writing – review & editing

Affiliation Graduate School of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan

Anna Nakamura

Roles Investigation, Project administration, Writing – review & editing

Affiliations Graduate School of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan, Health Science Laboratory, Keio Research Institute at SFC, Fujisawa, Kanagawa, Japan

Naho Kitamura

Roles Investigation, Project administration, Writing – review & editing

Affiliations Graduate School of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan, Health Science Laboratory, Keio Research Institute at SFC, Fujisawa, Kanagawa, Japan

Kazuo Tsubota

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

tsubota@z3.keio.jp (KT); wmistulab@gmail.com (MW)

Affiliations Health Science Laboratory, Keio Research Institute at SFC, Fujisawa, Kanagawa, Japan, Department of Ophthalmology, Keio University School of Medicine, Shinjuku, Tokyo, Japan

Mitsuhiro Watanabe

Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Validation, Writing – review & editing

tsubota@z3.keio.jp (KT); wmistulab@gmail.com (MW)

Affiliations Graduate School of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan, Health Science Laboratory, Keio Research Institute at SFC, Fujisawa, Kanagawa, Japan, Department of Environment and Information Studies, Keio University, Fujisawa, Kanagawa, Japan

Competing Interests

The authors have declared that no competing interests exist.