Although other studies suggest that the APOE genotype can improve the performance of AD classifiers as an additional feature [43,44], no significant improvement was observed in this study (Supplementary Table S4), which may be due to the fact that the APOE level is already present in all of these classifiers as one of the two most important features (Figure 3B). This evidence concerns the gene APOE and Alzheimer disease.