Genetic susceptibility to AD follows a clear hierarchy among APOE alleles, with APOEε2 demonstrating protective effects, APOEε3 representing neutral risk, and APOEε4 conferring progressively stronger disease vulnerability. The gene discussed is APOE; the disease is Alzheimer disease.