Signpost chemicals prioritized in the prediction models. Troglitazone. Troglitazone is an antidiabetic drug that decreases insulin resistance by increasing adipocyte differentiation via activation of PPARγ (Sheehan 2005). Here, PPARG is linked to Insulin resistance.