ApoE risk allele effect has been study using fMRI [43,44,45,46,47,48] or spectral analysis methods [19,30,32,33]; however, the present research goes a step further by exploring the association between ApoEε4 allele and non-linear patterns of neural activity across AD progression. Here, APOE is linked to Alzheimer disease.