About the Authors

Deena M. A. Gendoo

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

deena.gendoo1984@gmail.com (DMAG); steven.gallinger@uhn.ca (SG); bhaibeka@uhnresearch.ca (BHK)

Affiliations Centre for Computational Biology, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom, School of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom, PanCuRx Translational Research Initiative, Ontario Institute of Cancer Research (OICR), Toronto, Ontario, Canada

Robert E. Denroche

Roles Data curation, Resources, Software, Writing – review & editing

Affiliations PanCuRx Translational Research Initiative, Ontario Institute of Cancer Research (OICR), Toronto, Ontario, Canada, Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Ontario, Canada

Amy Zhang

Roles Data curation, Visualization

Affiliations PanCuRx Translational Research Initiative, Ontario Institute of Cancer Research (OICR), Toronto, Ontario, Canada, Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Ontario, Canada

Nikolina Radulovich

Roles Investigation, Resources

Affiliation Princess Margaret Living Biobank Core, University Health Network, Toronto, Ontario, Canada

Gun Ho Jang

Roles Methodology

Affiliations PanCuRx Translational Research Initiative, Ontario Institute of Cancer Research (OICR), Toronto, Ontario, Canada, Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Ontario, Canada, Department of Statistical Science, University of Toronto, Toronto, Ontario, Canada

Mathieu Lemire

Roles Data curation, Software

Affiliation PanCuRx Translational Research Initiative, Ontario Institute of Cancer Research (OICR), Toronto, Ontario, Canada

Sandra Fischer

Roles Investigation

Affiliation Department of Pathology, University Health Network, University of Toronto, Toronto, Ontario, Canada

Dianne Chadwick

Roles Resources

Affiliation UHN Program in BioSpecimen Sciences, Department of Pathology, University Health Network, Toronto, Ontario, Canada

Ilinca M. Lungu

Roles Resources

Affiliation Transformative Pathology, Ontario Institute for Cancer Research, Toronto, Ontario, Canada

Emin Ibrahimov

Roles Resources

Affiliation Princess Margaret Living Biobank Core, University Health Network, Toronto, Ontario, Canada

Ping-Jiang Cao

Roles Resources

Affiliation Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada

Lincoln D. Stein

Roles Resources, Supervision

Affiliations Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Ontario, Canada, Molecular Genetics Department, University of Toronto, Toronto, Ontario, Canada

Julie M. Wilson

Roles Project administration, Writing – review & editing

Affiliation PanCuRx Translational Research Initiative, Ontario Institute of Cancer Research (OICR), Toronto, Ontario, Canada

John M. S. Bartlett

Roles Supervision

Affiliation Transformative Pathology, Ontario Institute for Cancer Research, Toronto, Ontario, Canada

Ming-Sound Tsao

Roles Supervision

Affiliations Princess Margaret Living Biobank Core, University Health Network, Toronto, Ontario, Canada, Department of Pathology, University Health Network, University of Toronto, Toronto, Ontario, Canada

Neesha Dhani

Roles Resources

Affiliation Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada

David Hedley

Roles Resources

Affiliation Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada

Steven Gallinger

Roles Conceptualization, Supervision, Writing – review & editing

deena.gendoo1984@gmail.com (DMAG); steven.gallinger@uhn.ca (SG); bhaibeka@uhnresearch.ca (BHK)

‡ These authors are joint senior authors on this work.

Affiliations PanCuRx Translational Research Initiative, Ontario Institute of Cancer Research (OICR), Toronto, Ontario, Canada, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada, Hepatobiliary/Pancreatic Surgical Oncology Program, University Health Network, Toronto, Ontario, Canada

Benjamin Haibe-Kains

Roles Conceptualization, Supervision, Writing – review & editing

deena.gendoo1984@gmail.com (DMAG); steven.gallinger@uhn.ca (SG); bhaibeka@uhnresearch.ca (BHK)

‡ These authors are joint senior authors on this work.

Affiliations PanCuRx Translational Research Initiative, Ontario Institute of Cancer Research (OICR), Toronto, Ontario, Canada, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada, Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada, Vector Institute, Toronto, Ontario, Canada

Competing Interests

The authors have declared that no competing interests exist.