Learning epistatic polygenic phenotypes with Boolean interactions

• Merle Behr ,

  Contributed equally to this work with: Merle Behr, Karl Kumbier

  Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Faculty of Informatics and Data Science, University of Regensburg, Regensburg, Germany

  https://orcid.org/0000-0002-4255-5237

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• Karl Kumbier ,

  Contributed equally to this work with: Merle Behr, Karl Kumbier

  Roles Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, United States of America

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• Aldo Cordova-Palomera,

  Roles Data curation, Formal analysis, Software, Visualization

  Affiliation Department of Pediatrics, Stanford Medicine, Stanford, CA, United States of America

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• Matthew Aguirre,

  Roles Formal analysis, Methodology, Resources, Software

  Affiliations Department of Pediatrics, Stanford Medicine, Stanford, CA, United States of America, Department of Biomedical Data Science, Stanford Medicine, Stanford, CA, United States of America

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• Omer Ronen,

  Roles Investigation

  Affiliation Department of Statistics, University of California at Berkeley, Berkeley, CA, United States of America

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• Chengzhong Ye,

  Roles Investigation

  Affiliation Department of Statistics, University of California at Berkeley, Berkeley, CA, United States of America

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• Euan Ashley,

  Roles Funding acquisition, Project administration, Resources

  Affiliation Division of Cardiovascular Medicine, Stanford Medicine, Stanford, CA, United States of America

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• Atul J. Butte,

  Roles Funding acquisition, Project administration

  Affiliation Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America

  https://orcid.org/0000-0002-7433-2740

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• Rima Arnaout,

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

  Affiliations Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America, Division of Cardiology, Department of Medicine, University of California, San Francisco, San Francisco, CA, United States of America

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• Ben Brown,

  Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology

  Affiliations Department of Statistics, University of California at Berkeley, Berkeley, CA, United States of America, Biosciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, United States of America

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• James Priest ,

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

  * E-mail: jpriest@stanford.edu (JP); binyu@berkeley.edu (BY)

  ¤ Current address: Tenaya Therapeutics, San Francisco, CA, United States of America

  ¶‡ JP and BY are co-senior authorship on this work.

  Affiliation Department of Pediatrics, Stanford Medicine, Stanford, CA, United States of America

  https://orcid.org/0000-0002-2505-617X

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• Bin Yu

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

  * E-mail: jpriest@stanford.edu (JP); binyu@berkeley.edu (BY)

  ¶‡ JP and BY are co-senior authorship on this work.

  Affiliations Department of Statistics, University of California at Berkeley, Berkeley, CA, United States of America, Department of Electrical Engineering and Computer Sciences and Center for Computational Biology, University of California at Berkeley, Berkeley, CA, United States of America

  https://orcid.org/0000-0002-8888-4060

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