FTO and obesity due to melanocortin 4 receptor deficiency: FTO: This includes a group of 45 genes related to obesity that were grouped together during phylogenetic analysis33 and perform an important function in the regulation of food ingestion.FTO mutations are associated with obesity, metabolic syndrome and CAD34.