The authors found that naringin improves insulin resistance by regulating oxidative stress, inflammatory processes, and upregulation of peroxisome proliferator-activated receptor gamma (PPARγ) and heat shock protein-27 and 72 (131). Here, PPARG is linked to Insulin resistance.