In this study, we uncovered PTN to be an important mediator of HBV cirrhosis-HCC progression through integrated bioinformatics analysis and validated its clinical significance in cirrhosis-HCC progression patients. The gene discussed is PTN; the disease is hepatocellular carcinoma.