The primary treatment for acute rejection involves immunosuppressive therapies. Commonly used drugs include corticosteroids, calcineurin inhibitors (like cyclosporine), and antiproliferative agents (like mycophenolate mofetil). The choice of therapy depends on the severity of the rejection and the specific needs of the neonate.