Candidate genes associated with metabolic syndrome phenotypes largely reflect current knowledge of established pathways regulating obesity, free fatty acid metabolism, insulin sensitivity, lipid metabolism, and inflammation. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.