PTTG1 and hepatocellular carcinoma: In summary, analysis of hepatocellular carcinoma revealed that HSS_high Hepatocytes exhibited stronger proliferative capacity and differentiation potential, regulated by multiple transcription factors to upregulate PTTG1 expression.