In conclusion, our study provides a novel clue that KLF2 is a considerable contributor for advanced HCC by affecting the fibrosis and immune infiltration, providing new perspectives on exploring the molecular mechanism for HCC advancement, and emphasizing the potential of KLF2 for improving the prognosis of advanced HCC patients in clinical practice. This evidence concerns the gene KLF2 and hepatocellular carcinoma.