Genetically proxied decreased GLP1R level was significantly associated with a decreased risk of MDD, with an odds ratio (OR) of 0·9988 (95% confidence interval [CI] = 0·9978–0·9999, P = 0·0291). The gene discussed is GLP1R; the disease is major depressive disorder.