Our comprehensive analysis highlights the multifaceted role of UPK3A in bladder cancer pathogenesis and underscores the importance of incorporating molecular, inflammatory, and clinical data to refine prognostic modeling. This evidence concerns the gene UPK3A and urinary bladder cancer.