The ApoE4 gene, specifically the ApoE4 variant, is most strongly linked to late-onset Alzheimer’s disease. Inheriting one or two copies of ApoE4 increases a person’s risk of developing the disease, but it does not guarantee that Alzheimer’s will occur.