About the Authors

Lori L. O’Brien

Contributed equally to this work with: Lori L. O’Brien, Qiuyu Guo

Roles Conceptualization, Formal analysis, Investigation, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Current address: Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America

Affiliation Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America

Qiuyu Guo

Contributed equally to this work with: Lori L. O’Brien, Qiuyu Guo

Roles Conceptualization, Data curation, Formal analysis, Investigation, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliations Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America, Department of Preventative Medicine, Division of Bioinformatics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America

Emad Bahrami-Samani

Roles Formal analysis, Software, Visualization

Affiliation Department of Molecular and Computational Biology, University of Southern California, Los Angeles, California, United States of America

Joo-Seop Park

Roles Investigation

Affiliation Division of Pediatric Urology and Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States of America

Sean M. Hasso

Roles Investigation

Current address: Cancer Genetics Incorporated, Morrisville, North Carolina, United States of America

Affiliation Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America

Young-Jin Lee

Roles Investigation

Current address: iDream Research Center, Mizmedi Women's Hospital, Seoul, Republic of Korea

Affiliation Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America

Alan Fang

Roles Investigation

Affiliation Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America

Albert D. Kim

Roles Investigation

Affiliation Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America

Jinjin Guo

Roles Investigation

Affiliation Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America

Trudy M. Hong

Roles Resources

Affiliation Department of Anatomy, Biochemistry, and Physiology, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America

Kevin A. Peterson

Roles Formal analysis

Affiliation The Jackson Laboratory, Bar Harbor, Maine, United States of America

Scott Lozanoff

Roles Resources

Affiliation Department of Anatomy, Biochemistry, and Physiology, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America

Ramya Raviram

Roles Formal analysis

Affiliation Ludwig Institute for Cancer Research, Department of Cellular and Molecular Medicine, Institute of Genomic Medicine, Moores Cancer Center, University of California San Diego La Jolla, California, United States of America

Bing Ren

Roles Formal analysis

Affiliation Ludwig Institute for Cancer Research, Department of Cellular and Molecular Medicine, Institute of Genomic Medicine, Moores Cancer Center, University of California San Diego La Jolla, California, United States of America

Ben Fogelgren

Roles Resources

Affiliation Department of Anatomy, Biochemistry, and Physiology, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America

Andrew D. Smith

Roles Formal analysis

Affiliation Department of Molecular and Computational Biology, University of Southern California, Los Angeles, California, United States of America

Anton Valouev

Roles Conceptualization, Formal analysis, Software, Visualization

Affiliation Department of Preventative Medicine, Division of Bioinformatics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America

Andrew P. McMahon

Roles Conceptualization, Formal analysis, Funding acquisition, Supervision, Writing – original draft, Writing – review & editing

amcmahon@med.usc.edu

Affiliation Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.