The nine genes, TRIP13, RACGAP1, CDKN3, FBXO43, EZH2, SPDL1, TUBE1, CDC6 and E2F1, were common to SVM-RFE and RF-RFE and considered as diagnostic marker candidates for HCC. This evidence concerns the gene E2F1 and hepatocellular carcinoma.