About the Authors

Patrick Flaherty

Affiliation Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, California, United States of America

Mala L. Radhakrishnan

Affiliation Computer Science and Artificial Intelligence Laboratory, Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

Tuan Dinh

Affiliation Department of Bioengineering, University of California Berkeley, Berkeley, California, United States of America

Robert A. Rebres

Affiliation Alliance for Cellular Signaling, Northern California Institute for Research and Education and the University of California, Veterans Affairs Medical Center, San Francisco, California, United States of America

Tamara I. Roach

Affiliation Alliance for Cellular Signaling, Northern California Institute for Research and Education and the University of California, Veterans Affairs Medical Center, San Francisco, California, United States of America

Michael I. Jordan

Affiliation Department of Statistics and Computer Science Division, University of California Berkeley, Berkeley, California, United States of America

Adam P. Arkin

aparkin@lbl.gov

Affiliations Physical Biosciences Division, Lawrence Berkeley Laboratory, Berkeley, California, United States of America, Howard Hughes Medical Institute, University of California Berkeley, Berkeley, California, United States of America, Department of Bioengineering, University of California Berkeley, Berkeley, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: PF MIJ APA. Performed the experiments: PF MLR. Analyzed the data: PF TD. Contributed reagents/materials/analysis tools: RAR TIR. Wrote the paper: PF MIJ APA.