Furthermore, when age, sex, and APOE alleles were included in the combined model, it showed the best performance to distinguish probable AD from CN participants (AUC = 0.89, sensitivity = 82.31%, specificity = 83.66%), which was significantly better than other models (p < 0.05). This evidence concerns the gene APOE and Alzheimer disease.