In epidemiology, understanding the distribution and determinants of the APOE gene variants can provide insights into the patterns and causes of diseases. APOE polymorphisms are particularly notable for their association with cardiovascular diseases and neurodegenerative disorders such as Alzheimer’s disease. The APOE ε4 allele, for instance, is a well-established genetic risk factor for late-onset Alzheimer’s disease.