Via the PPI network and plotting ROC curve analysis, we identified 5 oxidative stress and glucose metabolism-related hub genes (AKT1, PPARGC1A, PPARA, PDK1, ACACB) in AD patients with good diagnostic values in the training dataset GSE125583 and external validation dataset GSE173955. Here, ACACB is linked to Alzheimer disease.