It is for the first time that we identified TCIRG1 as a potential biomarker of aerobic glycolysis in ccRCC cell lines and found that TCIRG1 could regulate aerobic glycolysis in ccRCC, thereby modulating its malignancy progression. This evidence concerns the gene TCIRG1 and nonpapillary renal cell carcinoma.