Disclosed are screening assays for identifying compounds which modulate the activity of, or signaling via, B7-4, or PD-1, especially which modulate the binding of B7-4 or PD-1 to a target molecule Further disclosed are a vaccine and also other compositions which contain agents that modulate signaling via PD-1.