More importantly, TCIRG1 may regulate aerobic glycolysis in ccRCC via the AKT/mTOR signaling pathway, thereby affecting the malignant progression of ccRCC cell lines. This evidence concerns the gene AKT1 and nonpapillary renal cell carcinoma.