DPP4 and depressive disorder: DPP4 inhibitors also improve social interaction deficits [24] and reduce depressive-like behaviors in various animal models of depression, including chronic restraint stress [24], chronic unpredictable mild stress [25], high fat diet [24], diabetes [26] and morphine withdrawal [27].