About the Authors

Matthew J. Betts

Affiliations CellNetworks, Bioquant, University of Heidelberg, Im Neuenheimer Feld 267, Heidelberg, Germany, Biochemie Zentrum Heidelberg (BZH), Im Neuenheimer Feld 328, Heidelberg, Germany

Oliver Wichmann

Affiliations CellNetworks, Bioquant, University of Heidelberg, Im Neuenheimer Feld 267, Heidelberg, Germany, Biochemie Zentrum Heidelberg (BZH), Im Neuenheimer Feld 328, Heidelberg, Germany

Mathias Utz

Affiliations CellNetworks, Bioquant, University of Heidelberg, Im Neuenheimer Feld 267, Heidelberg, Germany, Biochemie Zentrum Heidelberg (BZH), Im Neuenheimer Feld 328, Heidelberg, Germany

Timon Andre

Affiliations CellNetworks, Bioquant, University of Heidelberg, Im Neuenheimer Feld 267, Heidelberg, Germany, Biochemie Zentrum Heidelberg (BZH), Im Neuenheimer Feld 328, Heidelberg, Germany

Evangelia Petsalaki

Affiliation Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, 600 University Avenue, Toronto, Ontario, Canada

Pablo Minguez

Affiliation European Molecular Biology Laboratory, Meyerhofstrasse 1, Heidelberg, Germany

Luca Parca

Affiliation European Molecular Biology Laboratory, Meyerhofstrasse 1, Heidelberg, Germany

Frederick P. Roth

Affiliations Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, 600 University Avenue, Toronto, Ontario, Canada, Donnelly Centre and Departments of Molecular Genetics and Computer Science, University of Toronto, Toronto, Ontario, Canada, Center for Cancer Systems Biology, Dana-Farber Cancer Institute, One Jimmy Fund Way, Boston, Massachusetts, United States, Canadian Institute for Advanced Research, Toronto, Ontario, Canada

Anne-Claude Gavin

Affiliation European Molecular Biology Laboratory, Meyerhofstrasse 1, Heidelberg, Germany

Peer Bork

Affiliation European Molecular Biology Laboratory, Meyerhofstrasse 1, Heidelberg, Germany

Robert B. Russell

robert.russell@bioquant.uni-heidelberg.de

Affiliations CellNetworks, Bioquant, University of Heidelberg, Im Neuenheimer Feld 267, Heidelberg, Germany, Biochemie Zentrum Heidelberg (BZH), Im Neuenheimer Feld 328, Heidelberg, Germany

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceptualization: MJB RBR. Data curation: MJB TA PM. Formal analysis: MJB RBR. Funding acquisition: RBR. Investigation: MJB RBR TA. Methodology: MJB RBR. Project administration: MJB RBR. Software: MJB RBR PM LP. Supervision: RBR. Validation: MU OW. Visualization: MJB. Writing – original draft: MJB RBR. Writing – review & editing: EP FPR ACG PB.