There were 8 microbial taxa and 3 immune biomarkers (HLA DR+ CD8+ T cell absolute count, CD25 on IgD+ CD24− B cell, and CD3 on effector memory CD8+ T cell) bidirectionally associated with AD (Fig. 6A). The gene discussed is CD24; the disease is Alzheimer disease.