In the HSG group, 228 (84.13%) of 271 HCC samples were mutated, and the genes with higher mutations were frequently mutated in tumours, such as TP53, CTNNB1, TTN and MUC16 (Figure 4C). Here, MUC16 is linked to hepatocellular carcinoma.