Identifying cellular cancer mechanisms through pathway-driven data integration

Cancer is a genetic disease in which accumulated mutations of driver genes induce a functional reorganization of the cell by reprogramming cellular pathways. Current approaches identify cancer pathways as those most internally perturbed by gene expression changes. However, driver genes characteristically perform hub roles between pathways. We show that cancer pathways should be identified by changes in their pathway–pathway relationships.