Our study identified a novel PCDS comprising nine genes (CFLAR, FYCO1, HDAC1, ITGB1, NFKB1, S100A4, SPAG9, TMEM150A, WDR6) that robustly predicts and classifies Alzheimer’s disease (AD). This evidence concerns the gene HDAC1 and Alzheimer disease.