The results showed that the top ten genes contributing to HCC were ASPM, MELK, CCNB1, NDC80, BUB1B, NCAPG, CDK1, NUSAP1, CCNB2 and TPX2. This evidence concerns the gene NCAPG and hepatocellular carcinoma.