In these models, CXCL-9, IFN- γ, and MMP-1 were the most influential IRPs to differentiate CD patients from non-IBD controls (Figure 3A), all of which were higher in patients with CD than non-IBD controls. This evidence concerns the gene MMP1 and Cowden disease.