Corticosteroids like prednisone are used in cluster headache treatment to reduce inflammation and modulate immune responses, targeting potential neurovascular and inflammatory mechanisms underlying the condition. They rapidly decrease inflammatory mediators and provide short-term relief by suppressing cytokine production and stabilizing vascular endothelium, which can interrupt the pathological cascade associated with cluster headache episodes.