Taking advantage of GO, KEGG, PPI, and LASSO, we finally identified PRC1, RACGAP1, CENPF, and CCNB2 as diagnosis markers of early HCC detection. The gene discussed is CCNB2; the disease is hepatocellular carcinoma.