APOE, a lipid related AD risk gene, is strongly implicated in disease pathogenesis, with the APOEε4 allele significantly increasing late-onset AD risk and accelerating disease progression through lipid dysregulation, Aβ aggregation, and exacerbate tau pathology10,11. The gene discussed is MAPT; the disease is Alzheimer disease.