Furthermore, weighted gene co-expression network analysis (WGCNA) identified five shared signature genes associated specifically with IBD and NASH, they were CXCL9, GIMAP2, ADAMTS5, GRAP, and PRF1. This evidence concerns the gene CXCL9 and metabolic dysfunction-associated steatohepatitis.