Individual SPs were used as predictor variables alone (Model 1), followed by the presence of demographic factors of age, sex and education level (Model 2), then with the addition of the ApoE4 allele (Model 3), and finally comorbidities including hypertension, hyperlipidemia, diabetes and cardiovascular disease (Model 4). Here, APOE is linked to hyperlipidemia.