Moreover, in patients with overweight and obesity, weight loss is associated with a significant elevation of that index due to a progressive elevation of adiponectin and reduced leptin levels [31]. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.