We successfully identified CCNA2, CCNB1, KIF2C, CEP55, MELK, CDC20, and CCNB2, as potential biomarkers for AD through transcriptomic and scRNA-seq data analysis. The gene discussed is CCNB1; the disease is Alzheimer disease.