Integration of estimated regional gene expression with neuroimaging and clinical phenotypes at biobank scale

• Nhung Hoang ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: nhung.hoang@vanderbilt.edu (NH); tony@capralab.org (JAC); mika.rubinov@vanderbilt.edu (MR)

  Affiliation Department of Computer Science, Vanderbilt University, Nashville, Tennessee, United States of America

  ⨯
• Neda Sardaripour,

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

  Affiliation Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America

  ⨯
• Grace D. Ramey,

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

  Affiliations Biological and Medical Informatics Division, University of California, San Francisco, California, United States of America, Department of Epidemiology and Biostatistics, University of California, San Francisco, California, United States of America

  ⨯
• Kurt Schilling,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliations Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America

  ⨯
• Emily Liao,

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

  Affiliation Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America

  ⨯
• Yiting Chen,

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

  Affiliation Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America

  ⨯
• Jee Hyun Park,

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

  Affiliation Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America

  ⨯
• Xavier Bledsoe,

  Roles Methodology

  Affiliation Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America

  ⨯
• Bennett A. Landman,

  Roles Methodology, Supervision

  Affiliations Department of Computer Science, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America

  ⨯
• Eric R. Gamazon,

  Roles Methodology, Writing – review & editing

  Affiliation Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America

  ⨯
• Mary Lauren Benton,

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

  Affiliation Department of Computer Science, Baylor University, Waco, Texas, United States of America

  ⨯
• John A. Capra ,

  Contributed equally to this work with: John A. Capra, Mikail Rubinov

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

  * E-mail: nhung.hoang@vanderbilt.edu (NH); tony@capralab.org (JAC); mika.rubinov@vanderbilt.edu (MR)

  Affiliations Department of Computer Science, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Epidemiology and Biostatistics, University of California, San Francisco, California, United States of America, Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America, Bakar Computational Health Sciences Institute, University of California, San Francisco, California, United States of America

  ⨯
• Mikail Rubinov

  Contributed equally to this work with: John A. Capra, Mikail Rubinov

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

  * E-mail: nhung.hoang@vanderbilt.edu (NH); tony@capralab.org (JAC); mika.rubinov@vanderbilt.edu (MR)

  Affiliations Department of Computer Science, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Psychology, Vanderbilt University, Nashville, Tennessee, United States of America, Howard Hughes Medical Institute Janelia Research Campus, Ashburn, Virginia, United States of America

  https://orcid.org/0000-0002-4787-7075

  ⨯