A significant decrease in pro-inflammatory macrophages markers (mRNA levels of iNOS (P < 0.05), CD68 (P < 0.05), CD163 (P < 0.05)) was found within the subcutaneous AT of our IR subjects with obesity (Fig. 2). Here, CD163 is linked to obesity due to melanocortin 4 receptor deficiency.