Trivedi et al identified risk factors for hepatocellular carcinoma arising in a patient with PBC (primary biliary cirrhosis or cholangitis). These can help to identify a patient who may benefit from closer monitoring. The authors are from multiple institutions participating in the Global PBC Study Group.