Interestingly, 7 genes including HLA-G, COL5A1, PLAU, GDNF, OTOA, HOXB13 and C2orf40 were related with ccRCC in many ways like drug response, poor prognosis and so on. This evidence concerns the gene HLA-G and nonpapillary renal cell carcinoma.