After searching for related articles, we finally identified three PI3K‐Akt pathway‐related genes (MTCP1, EFNA3, and IL2RG) and developed a risk model based on the three genes' expression levels to forecast the prognosis of ccRCC. Here, MTCP1 is linked to nonpapillary renal cell carcinoma.