APOE and Alzheimer disease: Aside from our previous work which examined the ApoE associations with longitudinal global connectivity in AD using longitudinal global connectivity metrics (Elsheikh et al., 2020b), this study, to our knowledge, is the first of its type to include gene expression data in a longitudinal analysis of global and local brain connectivity.