Analysis of GSE14520 validated by TCGA‐LIHC, GSE54236, and ICGC cohort datasets revealed a novel five‐gene signature (CNIH4, SOX4, SPP1, SORBS2, and CCL19) for more accurate prognosis prediction of HCC. This evidence concerns the gene SPP1 and hepatocellular carcinoma.