About the Authors

Sarah G. Earle

Contributed equally to this work with: Sarah G. Earle, Mariya Lobanovska, Hayley Lavender

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Big Data Institute, Nuffield Department of Population Health, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Oxford, United Kingdom

Mariya Lobanovska

Contributed equally to this work with: Sarah G. Earle, Mariya Lobanovska, Hayley Lavender

Roles Formal analysis, Investigation, Resources, Validation, Writing – original draft, Writing – review & editing

Affiliation Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom

Hayley Lavender

Contributed equally to this work with: Sarah G. Earle, Mariya Lobanovska, Hayley Lavender

Roles Formal analysis, Investigation, Resources, Validation, Writing – original draft, Writing – review & editing

Affiliation Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom

Changyan Tang

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

Affiliation Department of Chemistry, University of Washington, Seattle, Washington United States of America

Rachel M. Exley

Roles Conceptualization, Formal analysis, Project administration

Affiliation Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom

Elisa Ramos-Sevillano

Roles Formal analysis, Investigation

Affiliation Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom

Douglas F. Browning

Roles Formal analysis, Investigation

Current address: College of Health & Life Sciences, Aston University, Birmingham, United Kingdom

Affiliation School of Biosciences, University of Birmingham, Edgbaston, Birmingham, United Kingdom

Vasiliki Kostiou

Roles Data curation, Resources, Software

Affiliation Nuffield Department of Clinical Medicine, Experimental Medicine Division, John Radcliffe Hospital, Oxford, United Kingdom

Odile B. Harrison

Roles Data curation, Investigation, Resources, Validation

Affiliation Department of Zoology, University of Oxford, Oxford, United Kingdom

Holly B. Bratcher

Roles Data curation, Investigation, Resources, Validation

Affiliation Department of Zoology, University of Oxford, Oxford, United Kingdom

Gabriele Varani

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

varani@uw.edu (GV); christoph.tang@path.ox.ac.uk (CMT); daniel.wilson@bdi.ox.ac.uk (DJW); martin.maiden@zoo.ox.ac.uk (MCJM)

Affiliation Department of Chemistry, University of Washington, Seattle, Washington United States of America

Christoph M. Tang

Roles Conceptualization, Funding acquisition, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

varani@uw.edu (GV); christoph.tang@path.ox.ac.uk (CMT); daniel.wilson@bdi.ox.ac.uk (DJW); martin.maiden@zoo.ox.ac.uk (MCJM)

Affiliation Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom

Daniel J. Wilson

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

varani@uw.edu (GV); christoph.tang@path.ox.ac.uk (CMT); daniel.wilson@bdi.ox.ac.uk (DJW); martin.maiden@zoo.ox.ac.uk (MCJM)

Affiliations Big Data Institute, Nuffield Department of Population Health, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Oxford, United Kingdom, Department for Continuing Education, University of Oxford, Oxford, United Kingdom

Martin C. J. Maiden

Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

varani@uw.edu (GV); christoph.tang@path.ox.ac.uk (CMT); daniel.wilson@bdi.ox.ac.uk (DJW); martin.maiden@zoo.ox.ac.uk (MCJM)

Affiliation Department of Zoology, University of Oxford, Oxford, United Kingdom

Competing Interests

GV is a co-founder of Ithax Pharmaceuticals and Ranar Therapeutics. All other authors have declared that no competing interests exist.