About the Authors

Miquel Duran-Frigola

Contributed equally to this work with: Miquel Duran-Frigola, Lydia Siragusa

Affiliation Joint IRB-BSC-CRG Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Catalonia, Spain

Lydia Siragusa

Contributed equally to this work with: Miquel Duran-Frigola, Lydia Siragusa

Affiliation Molecular Discovery Limited, London, United Kingdom

Eytan Ruppin

Affiliations Department of Computer Science & Center for Bioinformatics and Computational Biology, University of Maryland, College Park, Maryland, United States of America, School of Computer Sciences, Tel Aviv University, Tel Aviv, Israel, Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel

Xavier Barril

Affiliations Departament de Fisicoquímica, Facultat de Farmàcia, Universitat de Barcelona, Barcelona, Catalonia, Spain, Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain

Gabriele Cruciani

Affiliations Molecular Discovery Limited, London, United Kingdom, Department of Chemistry, Biology and Biotechnology, University of Perugia, Perugia, Italy

Patrick Aloy

patrick.aloy@irbbarcelona.org

Affiliations Joint IRB-BSC-CRG Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Catalonia, Spain, Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceptualization: MDF LS PA. Data curation: MDF LS. Formal analysis: MDF LS PA. Funding acquisition: PA. Investigation: MDF LS. Methodology: MDF LS ER XB GC PA. Project administration: ER GC PA. Resources: ER GC PA. Software: MDF LS. Supervision: PA. Validation: MDF LS PA. Visualization: MDF PA. Writing – original draft: MDF LS PA. Writing – review & editing: MDF LS ER XB GC PA.