In the tumor tissue stage, monocytes remain active in the TME, interacting with tumor cells and other immune cells, marked by elevated expression of CXCL8, NAMPT, AQP9, and BCL2A1 (Figure 5E). This evidence concerns the gene BCL2A1 and neoplasm.