An additional study found a significant sex-by-SNP interaction on depression for APOE in patients with Alzheimer’s disease such that women with the APOE epsilon4 allele were almost 4 times more likely to have depression than those without the APOE epsilon4 genotype [56]. Here, APOE is linked to major depressive disorder.