TNF and idiopathic pulmonary fibrosis: On the other hand, some studies also claimed that the TNF signaling, IL-17 signaling, NF-kappa B signaling, NOD-like receptor signaling and cytokine-cytokine receptor interactions pathways were significantly enriched for IPF disease69,90.