Annotating functional effects of non-coding variants in neuropsychiatric cell types by deep transfer learning

• Boqiao Lai ,

  Contributed equally to this work with: Boqiao Lai, Sheng Qian

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

  Affiliation Toyota Technological Institute at Chicago, Chicago, Illinois, United States of America

  https://orcid.org/0000-0002-4201-6786

  ⨯
• Sheng Qian ,

  Contributed equally to this work with: Boqiao Lai, Sheng Qian

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

  Affiliation Department of Human Genetics, University of Chicago, Chicago, Illinois, United States of America

  https://orcid.org/0000-0003-4337-8532

  ⨯
• Hanwei Zhang,

  Roles Data curation

  Affiliation Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, Illinois, United States of America

  https://orcid.org/0000-0001-8490-918X

  ⨯
• Siwei Zhang,

  Roles Data curation

  Affiliation Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, Illinois, United States of America

  https://orcid.org/0000-0002-1646-063X

  ⨯
• Alena Kozlova,

  Roles Data curation

  Affiliation Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, Illinois, United States of America

  https://orcid.org/0000-0002-7298-7460

  ⨯
• Jubao Duan,

  Roles Data curation

  Affiliations Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, Illinois, United States of America, Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, Illinois, United States of America

  https://orcid.org/0000-0002-7215-3220

  ⨯
• Jinbo Xu ,

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – original draft

  * E-mail: xinhe@uchicago.edu (XH); j3xu@ttic.edu (JX)

  Affiliation Toyota Technological Institute at Chicago, Chicago, Illinois, United States of America

  https://orcid.org/0000-0001-7111-4839

  ⨯
• Xin He

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

  * E-mail: xinhe@uchicago.edu (XH); j3xu@ttic.edu (JX)

  Affiliation Department of Human Genetics, University of Chicago, Chicago, Illinois, United States of America

  ⨯