The AUC values of 9 hub genes (CCK, CNR1, GAD1, GAP43, NEFL, NPY, PENK, SST, and TAC1) were larger than 0.7 in two datasets, which indicated that these hub genes possessed favorable diagnostic values in AD. This evidence concerns the gene PENK and Alzheimer disease.