SIRT4 expression in ccRCC was lower than that in normal tissues, and low SIRT4 expression was obviously involved with poor overall survival and advanced tumor stage in ccRCC patients (97, 98). This evidence concerns the gene SIRT4 and nonpapillary renal cell carcinoma.