HIF1A and cancer: As a close connection between VEGF signaling pathway and Hypoxia in cancer development (Florentin et al., 2022), Hypoxia-related genes were also compared between high-risk and low-risk samples, and it is certain that HIF1A expression was significantly higher in high-risk samples than in low-risk samples (Figure 6D).