The Sakaue study found that haplotypes of both promoter polymorphisms of the MIF gene are associated with obesity, suggesting that increased expression of this gene may be the result of metabolic dysregulation in obesity. This evidence concerns the gene MIF and obesity due to melanocortin 4 receptor deficiency.