Subsequently, we conducted immunohistochemical staining to examine the expression of the RUVBL1 protein within our cohort, focusing on tissue samples from ccRCC and adjacent non-tumor tissues. The gene discussed is RUVBL1; the disease is nonpapillary renal cell carcinoma.