PPARG and obesity due to melanocortin 4 receptor deficiency: Although there are many controversial studies on the effects of IL-6 on obesity, IL-6 must be the key in the process of energy metabolism and adipogenesis, which may involve pathways like IL-6/STAT3/AMPK and IL-6/STAT3/PPARγ.