APOE and Alzheimer disease: Moreover, through advancements in GWAS and epidemiological investigations, numerous genes potentially implicated in AD have been identified, including APOE, TREM2, FERMT2, APP, etc.; these genes are involved in a diverse array of proteins directly or indirectly associated with AD [148].