N1 TANs directly kill tumor cells via cytotoxic agents (H2O2, TNF-α), whereas N2 TANs promote tumor progression by secreting ROS, VEGF, and MMP-9 to induce angiogenesis, matrix degradation, and immunosuppression (Zheng et al., 2022). This evidence concerns the gene TNF and neoplasm.