Further correlation analysis demonstrated a significant positive correlation between SLEDAI and MBD2 MFI in B cells, DN B cells, PBC, and naïve B cells (Fig. 1E–H), while there was no significant correlation observed in other B cell subsets (Fig. 1I–K). This evidence concerns the gene MBD2 and primary biliary cholangitis.