Above findings further demonstrated that the ERSRGs can regulate tumor immune micro-environment to expose effects on HCC prognosis.Genes related to the TNF family molecules and chemotactic factors have been collected from previous literature. This evidence concerns the gene TNF and hepatocellular carcinoma.