In conclusion, APOE4 results in the breakdown of the BBB and malfunction of MLVs, and BIN1 causes the expansion of PVS, further leading to the accumulation of Aβ and tau proteins and the proliferation of microglia, thereby accelerating the progression of AD. The gene discussed is APOE; the disease is Alzheimer disease.