And data analysis based on scoring immunohistochemistry showed that aberrant expression of SIRT5 in ccRCC was closely related with pathological grading and cancer size with significant statistically difference (p < 0.05) according to Univariate analysis. The gene discussed is SIRT5; the disease is nonpapillary renal cell carcinoma.