In the present study, we constructed a novel and highly reliable four-gene marker (OAS1, AOC2, HOXB5, and HSH2D) for predicting the prognosis of bladder cancer based on TPECs-related genes. The gene discussed is AOC2; the disease is urinary bladder cancer.