PPARG and obesity due to melanocortin 4 receptor deficiency: In order to explore the specific regulatory pathway and mechanism of obesity-induced insulin resistance on macrophages, RNA in the upper chamber was collected in the ADSC-PM co-culture model for PCR detection, and the changes in RNA level in the PPARγ/NF-κB pathway were mainly detected.