Our results shed light on that AXL was significantly associated with TMB (P = 0.038) in ccRCC, while it was not related to MSI (P = 0.48) or TNB (P = 0.66) (Fig. 6B-D). This evidence concerns the gene AXL and nonpapillary renal cell carcinoma.