During the follow-up, AMA, AMA-M2, anti-gp210 and anti-sp100 antibodies did not turn positive in antibody-negative PBC patients, suggesting that antibody-negative PBC and antibody-positive PBC may have different immune mechanisms. The gene discussed is NUP210; the disease is primary biliary cholangitis.