In contrast to leptin, adiponectin has a strong negative correlation with fat mass, decreasing in concentration during obesity and insulin resistance and increasing in concentration during weight loss [27]. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.