SMR analysis showed that genetically predicted GLP1R expression was negatively associated with anxiety (OR: 0.79, 95% CI: 0.64–0.98, P = 0.031), with no significant associations for other emotional or behavioral outcomes. Here, GLP1R is linked to Anxiety.