The results of this study indicate that the knockdown of RTN3 effectively inhibits the proliferation, invasion, and metastasis of tumor cells, thereby confirming the importance of the genes identified in the risk model and providing initial insights into the role of RTN3 in HCC. Here, RTN3 is linked to hepatocellular carcinoma.