Besides, since FGF21 could improve neuronal metabolism and energy supply in the CNS, enhance neuronal plasticity, and repair cerebrovascular endothelium to relieve symptoms of cognitive impairment, developing new drugs based on FGF-21 might be the most suitable choice to explore a new therapy for VaD. The gene discussed is FGF21; the disease is Cognitive impairment.