EGFR and cancer: Our results suggest that while the core EGFR proteins do provide a reasonable accuracy in distinguishing cancer versus normal tissue (0.83 AUC), the “expanded” EGFR pathway, with additional proteins, performs significantly better (0.96 AUC).