Genes associated with lipid metabolism, including FASN and SCD, contribute to AD pathogenesis by affecting amyloid-beta production and clearance pathways, contributing to neuroinflammation and synaptic dysfunction (59, 96). Here, SCD is linked to Alzheimer disease.