The present invention is directed to generating suppressor cells by treating naive T cells with a suppressor-inducing composition such as anti-CD3, anti-CD28, IL-2, TGF-β, or some combination thereof. Such suppressor cells are administered to patients to prevent or treat immune disorders and are allogeneic to the patient.