TNF and neoplasm: Our analysis reveals a dual role of T cell-macrophage crosstalk: CD4+ and CD8+ exhausted T cells drive anti-tumor M1-like TAMs activation via TNF-TNFRSF1A, TNFSF14-LTBR, and ICAM1-ITGAL/ITGB2.