Perturbation-response genes reveal signaling footprints in cancer gene expression

oleh: Michael Schubert, Bertram Klinger, Martina Klünemann, Anja Sieber, Florian Uhlitz, Sascha Sauer, Mathew J. Garnett, Nils Blüthgen, Julio Saez-Rodriguez

Format: Article
Diterbitkan: Nature Portfolio 2018-01-01

Deskripsi

Deregulation of signalling is responsible for many cancer phenotypes. Leveraging available perturbation data, here the authors assess large-scale pathway activity patterns based on consensus downstream readout genes, enabling accurate prediction of the effects of mutations and small molecules.