LEP and obesity due to melanocortin 4 receptor deficiency: Similarly, adiponectin/leptin ratio values also showed a high negative correlation with several low-grade chronic inflammation markers; they have emerged as an important predictive marker of cardiometabolic risk associated with obesity and MetS.