We evaluated whether the five selected genes were related to the clinicopathological characteristics of patients with HCC in the validation set: CETN2, MPZL1, RACGAP1, and SNRPB were significantly overexpressed in patients with vascular invasion, but HMGA1 was not overexpressed (Figure 5A). Here, RACGAP1 is linked to hepatocellular carcinoma.