Our study identified five common DE-CRGs (DLD, DLAT, DLST, PDHB, and DBT) and five common disease-associated CRGs (DLD, LIAS, SLC31A1, SCO2, and CDKN2A) in both IBD and MDD. This evidence concerns the gene SLC31A1 and irritable bowel syndrome.