TLR4 and inflammatory bowel disease: In the IBD dataset (GSE179285), the Hub genes were also found to be upregulated, with MMP-9, IL6, CCL2, TLR4, TLR2, IL1B and CXCR2 showing significant increases in expression (Figure 5B).