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. This evidence concerns the gene FN1 and cancer.