In the entire group, the values of several factors (EGF, HSPA4, IL17D, ISG20L2, and the risk score) are positively related to the histological grade of HCC (p < 0.05) (Fig. 10a–e). The gene discussed is IL17D; the disease is hepatocellular carcinoma.