Prior to deciding on the six genes, we looked at the functions of 582 proteins from LC-MS/MS analysis in cancer and found that, similarly to earlier research, the PI3K/AKT/mTOR pathway and cancer cell death were linked. This evidence concerns the gene AKT1 and cancer.