The most important genes that were downregulated in HCC tissues were ADH4, CNGB1, MGC10997, PROM1, MALAT1, GYG2, ARHGAP8, MT1F, VIPR1, and HEATR2. Here, CNGB1 is linked to hepatocellular carcinoma.