PPARG and Insulin resistance: Furthermore, we also found that GGQLD regulated lipid aggregation and improved hepatic peroxisome proliferator-activated receptor-gamma (PPAR-γ) and insulin-resistance (IR) expression in vivo and in vitro [27], further highlighting the anti-inflammatory function of this CHM.