About the Authors

Gareth Williams

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

gareth.williams@oncologica.com (GW); marco.loddo@oncologica.com (ML)

Affiliation Oncologica UK Ltd, Cambridge, United Kingdom

Alexander Llewelyn

Roles Formal analysis, Methodology

Affiliation Oncologica UK Ltd, Cambridge, United Kingdom

Robert Thatcher

Roles Data curation, Formal analysis, Methodology, Visualization

Affiliation Oncologica UK Ltd, Cambridge, United Kingdom

Keeda-Marie Hardisty

Roles Conceptualization, Data curation, Formal analysis, Validation, Visualization

Affiliation Oncologica UK Ltd, Cambridge, United Kingdom

Marco Loddo

Roles Conceptualization, Investigation, Project administration, Supervision, Writing – original draft, Writing – review & editing

gareth.williams@oncologica.com (GW); marco.loddo@oncologica.com (ML)

Affiliation Oncologica UK Ltd, Cambridge, United Kingdom

Competing Interests

ML and GW are shareholders and directors of Oncologica UK Ltd. GW, AL, RT, KH and ML are currently employed at Oncologica UK Ltd. This does not alter our adherence to PLOS ONE policies on sharing data and materials.