ObjectiveTo investigate the hotspots and frontiers and to reveal research trends of cirrhosis with portal vein thrombosis (PVT) by visual analysis.MethodsWe explored the distributions, key citations and research trends of articles on cirrhosis with PVT published from 1991 to 2020 by citation analysis, co-word analysis, and burst detection by information visual software CiteSpace.ResultsThe quantity of articles on cirrhosis with PVT had been increasing over time. The management of PVT remained the hotspots, while the efficacy and prognosis of anticoagulation of PVT as well as the risk factors and underlying mechanisms of PVT had been frontiers in recent years.ConclusionsAnticoagulation and risk factors have been hotspots and frontiers in recent years.