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. The gene discussed is PDK1; the disease is Alzheimer disease.