PDE4, as a classical enzyme regulating cAMP hydrolysis, its inhibition mitigates memory impairments by reducing pro-inflammatory cytokines and oxidative stress, and enhancing neuronal activity in various conditions [72]. Here, PDE4A is linked to memory impairment.