Peripheral blood nucleated cells of AD patients annotated nine cell subsets, including CD4+ T cells, CD8+ T cells, NK cells, memory CD4+ T cells, B cells, effector CD8+ T cells, CD14+ monocytes, CD16+ monocytes, other T cell subset 1 and other T Cell subset 2. The gene discussed is CD14; the disease is Alzheimer disease.