IL1RL1 and inflammatory bowel disease: This MR study identified causal associations between specific plasma proteins (erythrocyte band 7, IL1RL1, IL18R1, ADH1B, and FCGR1A) and IBD pathogenesis, with distinct molecular profiles for CD and UC.