These data clearly demonstrated that tumor-specific CTLs were indeed induced during HCC development; however, the Akt1/N-Ras induced HCC model showed strong immunosuppression in the TME and drove dysfunction of both CD4+ and CD8+ T cells, which may have been one of the reasons for the rapid tumor progression. Here, NRAS is linked to hepatocellular carcinoma.