Our results illustrated that AIM2, CASP4, GSDMB, NOD2, and RBCK1 had higher expression in RCC tissues, and CASP4 and GSDMB could promote proliferation, migration, and invasion of ccRCC cells. This evidence concerns the gene AIM2 and nonpapillary renal cell carcinoma.