As a consequence of our findings from GO, KEGG, and GSEA, we carried out western blot analysis in ccRCC to examine the impact of FAP on the PI3K/AKT/mTOR signaling cascade. The gene discussed is AKT1; the disease is nonpapillary renal cell carcinoma.