The signal-net analysis demonstrated how these DEGs influenced each other, which suggested that some hub genes exerted central regulatory functions, such as PRKAA2, ITGB3, PLCB1, and ITGA2, providing further scientific clues to study and treat HCC. Here, ITGB3 is linked to hepatocellular carcinoma.