PPARG and type 2 diabetes mellitus: As genetic and epidemic studies indicated that the side effects of TZDs were associated with the overactivation of PPARγ, and physiologically appropriate PPARγ activity was beneficial for reducing IR and other T2DM-related risks, partial PPARγ agonists were extensively researched for a short period.