The characteristic pathological changes of AD mainly include Aβ accumulation hypothesis, tau protein hyperphosphorylation hypothesis, APOE metabolic reprogramming hypothesis, α-Syn hypothesis, etc .,(Wang et al., 2024). Here, APOE is linked to Alzheimer disease.