Regarding risk factors for disease prognosis, we found younger age at diagnosis, high levels of ALT, GGT and ALP and low level of albumin at baseline to be associated with disease progression; all were shown in previous studies to predict a worse prognosis in PBC patients [7,8,30]. This evidence concerns the gene ALB and primary biliary cholangitis.