SPP1 and hepatocellular carcinoma: After determining that LY6E, IFITM1, GADD45A, MT1M, and SPP1 all showed good diagnostic efficacy for HCC, the present study constructed a nomogram model for risk prediction of HCC based on the expression levels of the five characterized genes (Fig. 5a).