Several polymorphisms on CD36, CPT, ACS and FABP had been shown to be related to obesity either by regulating enzymatic activity or directly influence fatty acid oxidation process. The gene discussed is CD36; the disease is obesity due to melanocortin 4 receptor deficiency.