改写thereby promoting tumor development metastasis and even leading to poor prognosis which is consistent with our findings These genes were more upregulated in the high-risk group which was responsible

Our findings are in line with the notion that these genes play a crucial role in promoting tumor development, metastasis, and poor prognosis. Specifically, our study revealed that these genes were upregulated to a greater extent in the high-risk group, contributing to the unfavorable outcomes observed in patients with high-risk scores. Notably, we observed that suppressing the expression of these genes through knockout or downregulation was effective in inhibiting the proliferation and metastasis of HCC cells. These results suggest that these genes may represent promising targets for the development of novel therapeutic interventions.