Using univariable MR analyses and Bayesian model averaging, we identified MIG, IL-18, and IL-2ra as the top three causes of gastric polyp, MIP1b and IL-6 as the top two protective factors for colonic polyp, and an inverse association between IL-9 and gallbladder polyp. Here, IL9 is linked to polyp of gallbladder.