The most important genes that were upregulated in the HCC tissues were CAP2, TOP2A, ASPM, CCT3, KLHL12, SNX27, RACGAP1, PLVAP, FAM189B, and GOLPH3L. Here, GOLPH3L is linked to hepatocellular carcinoma.