Our examination has illuminated the pivotal roles that hypertension, diabetes, hyperlipidemia, obesity, smoking, and physical inactivity play in dementia risk while also emphasizing the significant genetic factors, such as familial Alzheimer's disease and the APOE gene, that contribute to an individual's susceptibility. The gene discussed is APOE; the disease is diabetes mellitus.