This review compares the structure, ligand interactions, and signaling mechanisms of SIRPα, SIRPβ, and SIRPγ, summarizes their roles in cancer, autoimmunity and neurodegeneration, and surveys therapeutic strategies that target the CD47-SIRPα axis. The gene discussed is CD47; the disease is cancer.