APOE and Alzheimer disease: People with a family history of the disease are at higher than average risk for Alzheimer’s disease, a finding which the researchers are relating to important genetic factors, notably the ApoE4 gene, but the findings are mixed.[20] In this study we found a higher risk in those with family history.