In contrast, our study provides causal evidence supporting the protective effect of increased LPL expression on IBD and CD, and we identified potential mediators, such as genus Clostridium sens stricto 1, Ruminococcaceae UCG009, IL-18, and MIP-1a. The gene discussed is CCL3; the disease is Cowden disease.