About the Authors

Ran Hu

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

Affiliations Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America, Bioinformatics Interdepartmental Graduate Program, University of California at Los Angeles, Los Angeles, California, United States of America, Institute for Quantitative and Computational Biosciences, University of California at Los Angeles, Los Angeles, California, United States of America

Benjamin Tran

Roles Data curation, Investigation, Resources

Affiliation Department of Surgery, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America

Shuo Li

Roles Formal analysis, Methodology, Writing – review & editing

Affiliation Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America

Mary L. Stackpole

Roles Formal analysis, Investigation, Methodology, Writing – review & editing

Affiliation Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America

Weihua Zeng

Roles Resources, Writing – review & editing

Affiliation Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America

Yonggang Zhou

Roles Resources

Affiliation Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America

Andrew Melehy

Roles Resources, Writing – review & editing

Affiliation Department of Surgery, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America

Saeed Sadeghi

Roles Resources

Affiliation Department of Medicine, Division of Hematology/Oncology, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America

Richard S. Finn

Roles Resources

Affiliation Department of Medicine, Division of Hematology/Oncology, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America

Xianghong Jasmine Zhou

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

Affiliations Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America, Institute for Quantitative and Computational Biosciences, University of California at Los Angeles, Los Angeles, California, United States of America, Jonsson Comprehensive Cancer Center, University of California at Los Angeles, Los Angeles, California, United States of America

Wenyuan Li

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

vagopian@mednet.ucla.edu (VGA), WenyuanLi@mednet.ucla.edu (WL)

Affiliation Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America

Vatche G. Agopian

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

vagopian@mednet.ucla.edu (VGA), WenyuanLi@mednet.ucla.edu (WL)

Affiliations Department of Surgery, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, United States of America, Jonsson Comprehensive Cancer Center, University of California at Los Angeles, Los Angeles, California, United States of America

Competing Interests

We have read the journal’s policy and the authors of this manuscript have the following competing interests: W.L. and X.J.Z. are co-founders of EarlyDiagnostics. X.J.Z serves on the Board of Directors and has an executive leadership position at EarlyDiagnostics. W.L. and X.J.Z. are stockholders of EarlyDiagnostics. S.L., M.L.S., W.Z., and Y.Z. have stock options with EarlyDiagnostics. W.Z., W.L., Y.Z., and V.A. are consultants for EarlyDiagnostics. The other authors declare no competing interests.