Multiple regression analysis identified three independent risk factors for the classification of a sample as belonging to biochemically normal individuals or to patients with definite PBC, namely high titer IIF-AMA, high avidity anti-PDC-E2 antibodies, and widespread reactivity against multiple cell domains. The gene discussed is DLAT; the disease is primary biliary cholangitis.