These results indicate that all eight genes exhibit strong discriminatory ability between bladder cancer and normal tissues, with LIMS2, IRAK3, STX2, CYP27A1, IL11RA, and KCNMB1 showing greater potential diagnostic value. Here, IRAK3 is linked to urinary bladder carcinoma.