Through an in-depth analysis of the GEO database, this study found that genes related to the “chemokine-mediated signaling pathway” and “IL-17 signaling pathway” were present in modules highly related to IBD and NAFLD, and consistent results were obtained after repeated verification. This evidence concerns the gene IL17A and inflammatory bowel disease.