More importantly, the hsa05200 pathway derived from both ME and CNV signatures, which includes EGFR, KRAS, MDM2, STAT1 and other signature genes identified by us, is shown to be closely related to initiation and progression of cancer. This evidence concerns the gene KRAS and cancer.