In this study, the relative abundance of Streptococcus negatively correlated with the levels of cytokines, such as L-1β and IL-8, while the relative abundance of Veillonella positively correlated with the salivary IgA level of patients with PBC. Here, CD79A is linked to primary biliary cholangitis.