The top 10 genes based on degree within the interaction network involved EGFR, NOTCH1, VEGFA, ALB, SRC, AKT1, MYC, EGF, MAPK3, and FN1, which were in three or more cancer types. The gene discussed is EGF; the disease is cancer.