KEGG pathway enrichment analysis showed that the genes were enriched in tumor-related signaling pathways, including the PI3K-Akt signaling pathway, IL-17 signaling pathway, and JAK-STAT signaling pathway, suggesting that activation of these pathways increases patients’ mortality risk (Figure 9G). This evidence concerns the gene IL17A and neoplasm.