Among the SKGs, four genes (CD5L, SLC22A10, UROC1, and SPP2) were shown to be negative correlated with HCC-A pathological stage and their correlations with HCC stage were confirmed in other HCC datasets, indicating that they might be new makers for HCC progression, especially alcohol-related HCC progression. The gene discussed is SPP2; the disease is hepatocellular carcinoma.