About the Authors

Daniel S. Himmelstein

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

daniel.himmelstein@gmail.com (DSH); gitter@biostat.wisc.edu (AG)

Affiliation Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

Vincent Rubinetti

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

Affiliation Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

David R. Slochower

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

Affiliation Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, San Diego, California, United States of America

Dongbo Hu

Roles Software

Affiliation Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

Venkat S. Malladi

Roles Software, Validation, Writing – review & editing

Affiliations Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, Texas, United States of America, Bioinformatics Core Facility, University of Texas Southwestern Medical Center, Dallas, Texas, United States of America

Casey S. Greene

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

Affiliation Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

Anthony Gitter

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

daniel.himmelstein@gmail.com (DSH); gitter@biostat.wisc.edu (AG)

Affiliations Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America, Morgridge Institute for Research, Madison, Wisconsin, United States of America

Competing Interests

The authors have declared that no competing interests exist.