The results showed that SAA1 and NPEPL1 were significantly upregulated in ccRCC cells, while SHROOM3, AJAP1, SPATA18, and FUT6 were significantly downregulated in ccRCC cells. The gene discussed is SHROOM3; the disease is nonpapillary renal cell carcinoma.