In summary, our study has constructed a prognostic model based on pyroptosis in BLCA and identified four key prognostic genes (CRTAC1, GSDMB, FOXO3, and AIM2), which also reflected immune status. The gene discussed is CRTAC1; the disease is bladder transitional cell carcinoma.