CUL5 and neoplasm: Cluster 5 (tumor core EC type III: Co3), were mainly derived from tumor core and were characterized by upregulation of immune-activated genes including IL1B, ACKR1, SELE, and VACM1, which are associated with inflammation and immune cell recruitment (Figure 3E and Supplemental Table 5).