In this study, we found that FGE improved behavioral cognitive deficits in AD-like mice treated with GE powder and could ameliorate the damage to neuronal cells in the hippocampus by positively regulating neurotransmitters such as Aβ, Tau, P-Tau, AchE, Ach, and ChAT. Here, FGFR3 is linked to Alzheimer disease.