Although few studies have shown that GLP-1R agonists may be valuable in the treatment of depression, the exact causal relationship and mechanism of the antidepressant and anti-diabetic effects of GLP-1 agonists have not been elucidated [36]. The gene discussed is GLP1R; the disease is major depressive disorder.