Thus, NOD2, TNF, and several TLR-associated signalling factors (e.g., TLR2, 3, 4, and 9 and the downstream MYD88) were inferred to be upregulated in both CD and UC, thereby confirming that our model captures well-known inflammatory mechanisms in the colon of IBD patients12,18. This evidence concerns the gene TNF and inflammatory bowel disease.