Proteins like DAG1, IL10, IL12B, IL23R, MST1, STAT3, and TNFRSF6B showed overlapping positive associations across IBD, CD, and UC phenotypes (Supplementary Table 5), maintaining the same direction of association. This evidence concerns the gene MST1 and inflammatory bowel disease.