TNF and cancer: KEGG analysis suggested that DEIRRGs were mainly associated with cytokine-cytokine receptor interaction, TNF signaling pathway, NOD-like receptor signaling pathway, pathways in cancer, and TGF-beta signaling pathway (Figure 3(b)).