Expression of B7 family members and their receptors have complex interactions with the tumor immune environment. Treg indicates T regulatory cells; Teff, T effector cells; ????, limited evidence base for mechanism; Ag, antigen presented in MHC complex; MHC, major histocompatibility complex; and TCR, T cell–receptor complex.