VHL and nonpapillary renal cell carcinoma: Given that the mutation of VHL was a hallmark of ccRCC, we overexpressed SIRT4 in VHL-proficient and deficient cells, respectively, and conducted a comprehensive analysis of the relationship between SIRT4 expression and ROS roles in ccRCC cell lines.