In conclusion, our results demonstrated that MMP-1, MMP-3 and MMP-9 levels were correlated with several obesity-related parameters including BMI, WC, blood pressure and endothelial-dependent response. This evidence concerns the gene MMP3 and obesity due to melanocortin 4 receptor deficiency.