In addition, differences in the clinical manifestation of AD are impacted by behavioral and lifestyle factors (e.g., loneliness, diet, and diabetes), advanced age, and additional familial risk factors besides the ApoE4 genetics [24]. The gene discussed is APOE; the disease is Alzheimer disease.