By analyzing differences in mutation frequency, selection pressures, and gene significance within a random forest model, we have identified several genes, including TP53, PIK3CA, CNTNAP5, FBXW7, and NRAS, that have a higher mutation rate in CRC compared with CRA. The gene discussed is PIK3CA; the disease is colorectal carcinoma.