Several loci stood out for high overlap, including:19q13.32, encompassing APOE, TOMM40, APOC1, APOC1P1, NECTIN2, and APOC4-APOC2, linked to lipid metabolism and both AD and cardiovascular traits27–30. This evidence concerns the gene APOC1P1 and Alzheimer disease.