The authors further explored causal models between genetic variation-bacteria-IBD and found microbiota manipulation as a potential mechanism underlying the association between IBD and the genetic variants in NOD2 and ATG16L1 [64]. This evidence concerns the gene ATG16L1 and irritable bowel syndrome.