About the Authors

Arang Rhie

Contributed equally to this work with: Arang Rhie, Ho-Young Son

Roles Data curation, Formal analysis, Investigation, Software, Writing – original draft

Affiliations Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Korea, Genome Informatics Section, Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, United States of America

Ho-Young Son

Contributed equally to this work with: Arang Rhie, Ho-Young Son

Roles Data curation, Formal analysis, Investigation, Software, Writing – review & editing

Affiliations Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Korea, Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea, Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, Korea

Soo Jung Kwak

Roles Investigation, Validation, Writing – review & editing

Affiliations Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Korea, Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea, Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, Korea

Seungbok Lee

Roles Investigation

Affiliations Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Korea, Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea, Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, Korea

Dong Young Kim

Roles Conceptualization, Validation, Writing – review & editing

Affiliations Department of Dermatology, Seoul National University College of Medicine, Seoul, Korea, Laboratory of Cutaneous Aging and Hair Research, Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea, Institute of Human-Environmental Interface Biology, Medical Research Center, Seoul National University College of Medicine, Seoul, Korea

Bark-Lynn Lew

Roles Data curation

Affiliation Department of Dermatology, College of Medicine, Kyung Hee University, Seoul, Republic of Korea

Woo-Young Sim

Roles Data curation

Affiliation Department of Dermatology, College of Medicine, Kyung Hee University, Seoul, Republic of Korea

Jeong-Sun Seo

Roles Methodology, Supervision

Affiliations Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Korea, Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea, Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, Korea

Ohsang Kwon

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

Affiliations Department of Dermatology, Seoul National University College of Medicine, Seoul, Korea, Laboratory of Cutaneous Aging and Hair Research, Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea, Institute of Human-Environmental Interface Biology, Medical Research Center, Seoul National University College of Medicine, Seoul, Korea

Jong-Il Kim

Roles Conceptualization, Supervision

Affiliations Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Korea, Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea, Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, Korea

Seong Jin Jo

Roles Conceptualization, Investigation, Writing – original draft, Writing – review & editing

sj.jo@snu.ac.kr

Affiliations Department of Dermatology, Seoul National University College of Medicine, Seoul, Korea, Laboratory of Cutaneous Aging and Hair Research, Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea, Institute of Human-Environmental Interface Biology, Medical Research Center, Seoul National University College of Medicine, Seoul, Korea

Competing Interests

The authors have declared that no competing interests exist.