These genes, EGFR, COL4A1, and CDK4 all shared the ‘pathways to cancer’ annotation; and EGFR and COL4A1 were shown to be involved specific cancers such as glioma, melanoma, lung cancer, bladder cancer, and pancreatic cancer. This evidence concerns the gene COL4A1 and lung carcinoma.