Moreover, we used qRT-PCR to validate our bioinformatics results: NDC80, ZWINT, NCAPG and CENPF mRNA expressions were significantly upregulated in HCC, and ESR1 and ENO3 were downregulated in HCC. Here, ENO3 is linked to hepatocellular carcinoma.