Our analysis identifies specific subgroups of immune cells including CD38 on IgD- CD38br, IgD on IgD + CD24+, IgD on IgD + CD38br,IgD on IgD+, as potential risk factors for Alzheimer’s disease through Mendelian randomization analysis. The gene discussed is CD38; the disease is early-onset autosomal dominant Alzheimer disease.