Muribaculaceae, a beneficial commensal bacteria demonstrated by several studies, had a lower relative abundance in cows with subclinical mastitis [28,29] and was negatively correlated with the expression S100A9 in this study. The gene discussed is S100A9; the disease is mastitis.