In our results, the levels of immunoglobulins (including IgG, IgA, IgM) in the high-concentration group were significantly higher than those in the low-concentration group, suggesting that there may be differences in immune status between AMA-positive and AMA-negative PBC patients and between patients with high and low levels. Here, CD40LG is linked to primary biliary cholangitis.