In this study, a novel prognostic model for bladder cancer was constructed based on POLB, FASN, CASP9, VDAC2, and RHOT2, which provided preliminary references for the prognostic evaluation of bladder cancer and subsequent studies related to its diagnosis and treatment. The gene discussed is POLB; the disease is urinary bladder cancer.