The bile duct injury in the positive group was more severe than in the negative group, and the serum IgM-positive group was higher, suggesting that the degree of pathological injury in antibody-negative PBC was slightly less than that in antibody-positive PBC. Here, CD40LG is linked to primary biliary cholangitis.