CD47 is a transmembrane glycoprotein widely expressed on cells and an important signal molecule for immune escape of tumor cells. CD47, which is highly expressed in bladder cancer cells, can interact with signal regulatory proteins on the surface of macrophages- α (SIRPα). It combines and transmits immunosuppressive signals to protect tumor cells from phagocytosis, thereby mediating their immune escape. CD47-SIRPα signal pathways have become the focus of tumor cell immune checkpoint research at this stage. This article reviewed the research progress in the mechanism and clinical value of CD47 in bladder cancer.