This may be related to the limitations of the algorithm, the ethnic background and disease stage of the samples, omissions in the feature selection process, and the fact that the influence of the APOE gene on AD may be more prominently manifested at the functional connectivity or metabolic level. This evidence concerns the gene APOE and Alzheimer disease.