Of note, these studies have failed to find any strong general association between other UCP1 polymorphisms and obesity, instead relying on specific parameters or obesity levels [99], highlighting the remarkable complexity of the topic. The gene discussed is UCP1; the disease is obesity due to melanocortin 4 receptor deficiency.