Interestingly, we observed that the high-risk groups were enriched in the pathways related to hypoxia and tumor process, including glycolysis, angiogenesis, hypoxia, TGF beta signaling, mitotic spindle, TNFA signaling via NF-kB, and epithelial mesenchymal transition (Figure 6). This evidence concerns the gene TNF and neoplasm.