About the Authors

Sen Pei

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft

sp3449@cumc.columbia.edu (SP); jls106@cumc.columbia.edu (JS)

Affiliation Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, United States of America

Jeffrey Shaman

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Writing – review & editing

sp3449@cumc.columbia.edu (SP); jls106@cumc.columbia.edu (JS)

Affiliation Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, United States of America

Competing Interests

JS and Columbia University declare partial ownership of SK Analytics. JS discloses consulting for BNI and Merck. SP declares no competing interests.