In conclusion, the present study delved into the effects of APOE4 on the VAMP2/SYNTAXIN1/SNAP25 complex through molecular dynamics simulations, revealing the mechanism by which it may contribute to early synaptic dysfunction in Alzheimer’s disease (AD). This evidence concerns the gene APOE and Alzheimer disease.