Furthermore, through functional enrichment analysis, we found a significant correlation between four signature genes (CBX2, LDHA, SPP1, and ZC4H2) and malignant tumor biology, exhibiting upregulation in high-risk patients. Here, ZC4H2 is linked to cancer.