About the Authors

Yu Jiang

Contributed equally to this work with: Yu Jiang, Sai Chen

Roles Methodology, Software, Writing – original draft, Writing – review & editing

Affiliation Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania, United States of America

Sai Chen

Contributed equally to this work with: Yu Jiang, Sai Chen

Roles Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Affiliation Center of Statistical Genetics, Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America

Daniel McGuire

Roles Formal analysis, Software, Writing – review & editing

Affiliation Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania, United States of America

Fang Chen

Roles Software, Writing – review & editing

Affiliation Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania, United States of America

Mengzhen Liu

Roles Data curation, Formal analysis, Methodology, Resources, Writing – review & editing

Affiliation Department of Psychology, University of Minnesota, Minneapolis, Minnesota, United States of America

William G. Iacono

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Department of Psychology, University of Minnesota, Minneapolis, Minnesota, United States of America

John K. Hewitt

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, Colorado, United States of America

John E. Hokanson

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America

Kenneth Krauter

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, Colorado, United States of America

Markku Laakso

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland

Kevin W. Li

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Center of Statistical Genetics, Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America

Sharon M. Lutz

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Department of Biostatistics and Informatics, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, United States of America

Matthew McGue

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Department of Psychology, University of Minnesota, Minneapolis, Minnesota, United States of America

Anita Pandit

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Center of Statistical Genetics, Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America

Gregory J. M. Zajac

Roles Data curation, Formal analysis, Resources, Writing – review & editing

Affiliation Center of Statistical Genetics, Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America

Michael Boehnke

Roles Formal analysis, Resources

Affiliation Center of Statistical Genetics, Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America

Goncalo R. Abecasis

Roles Data curation, Resources

Affiliation Center of Statistical Genetics, Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America

Scott I. Vrieze

Roles Data curation, Formal analysis, Methodology, Supervision, Writing – original draft, Writing – review & editing

‡ These authors jointly supervised the work.

Affiliation Department of Psychology, University of Minnesota, Minneapolis, Minnesota, United States of America

Xiaowei Zhan

Roles Formal analysis, Software, Supervision, Writing – original draft, Writing – review & editing

‡ These authors jointly supervised the work.

Affiliation Department of Clinical Science, Quantitative Biomedical Research Center, University of Texas Southwestern Medical Center, Dallas, Texas, United States of America

Bibo Jiang

Roles Conceptualization, Methodology, Project administration, Software, Supervision, Writing – original draft, Writing – review & editing

dajiang.liu@psu.edu (DJL); bjiang@phs.psu.edu (BJ)

‡ These authors jointly supervised the work.

Affiliation Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania, United States of America

Dajiang J. Liu

Roles Conceptualization, Formal analysis, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

dajiang.liu@psu.edu (DJL); bjiang@phs.psu.edu (BJ)

Affiliation Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania, United States of America

Competing Interests

The authors have declared that no competing interests exist.