The positive correlation of genes such as HSD11B1, PTPN22, ABCC1, MMP9, FGF1, and F13A1 with M0 and M1 macrophages suggests a possible role in shaping the immune response toward a more beneficial phenotype in obesity. This evidence concerns the gene MMP9 and obesity due to melanocortin 4 receptor deficiency.