For example, in a prospective study aimed at investigating the influence of GLP-1RA and DPP4 inhibitors on the development of depression in patients with newly diagnosed T2DM, participants receiving incretin-based therapies displayed marked reduction of depressive symptoms after one year, when compared to the control group. The gene discussed is DPP4; the disease is depressive disorder.