These findings suggest that the genetic effects of ADIPOQ variants on obesity are not uniformly influenced by the metabolic environment but are specifically associated with circulating adiponectin levels. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.