We also conducted a protein-protein interaction analysis using these 255 genes, which displayed a highly connected gene network comprising four cancer driver genes according to the Cancer Gene Census (CGC) database (45); Figure 3C: COL1A1, EGFR, CDK4 and CDKN2C. The gene discussed is COL1A1; the disease is cancer.