Overall, ALDOB appears to be implicated in the recruitment and regulation of tumor-infiltrating lymphocytes in ccRCC, warranting further investigation into its molecular mechanisms and impact on the tumor microenvironment. This evidence concerns the gene ALDOB and nonpapillary renal cell carcinoma.