Regardless of the classification standards (TNM staging/Histology Grade/Vascular invasion) used for analysis, all results revealed that CCNB1, CDC20, and CENPF were already significantly upregulated in the early stages of HCC tumor tissues (T1/G1/Stage I/no vascular invasion). The gene discussed is CENPF; the disease is neoplasm.