The purpose of the current study was to investigate the role of EIF4A3 in predicting the prognosis, correlation with immune infiltration, and potential mechanism in the development of tumorigenesis in BLCA. The gene discussed is EIF4A3; the disease is bladder transitional cell carcinoma.