Backward elimination showed the optimal balance between model fit and parsimony was achieved from a model including only APOE‐RS (P = 0.017), AD‐PRSnoAPOE (P = 0.145), and age (P = 0.014). The gene discussed is APOE; the disease is Alzheimer disease.