For example, Parabacteroides distasonis, a microorganism, has not been identified as a potential IBD-biomarker in the previous multi-omic studies [19,36], was found to be highly associated with NKX2-3, a known IBD-related locus [39]. Here, NKX2-3 is linked to inflammatory bowel disease.