This approach allowed us to identify known pathogenic variants, additional AD risk genetic factors and identify a low frequency variant in PSEN1, p.E318G (rs17125721-G) that increases risk for AD in a gene-gene interaction with APOE. These findings were replicated in three large (>4,000 individuals) and independent datasets. This evidence concerns the gene APOE and Alzheimer disease.