This narrative review describes the mechanistic links between oxidative stress and nitric oxide (NO) dysregulation in the pathogenesis of SCD-associated priapism, with a particular focus on the NO–cyclic guanosine monophosphate (cGMP)–phosphodiesterase type 5 (PDE5) signaling axis. The gene discussed is PDE5A; the disease is Priapism.