Several potential functional genes, including CHAF1A, CEP192, ULK4, CYP2D6, AS3MT, and WARS2, were identified as common genetic factors linking obesity and IS. This evidence concerns the gene CYP2D6 and obesity due to melanocortin 4 receptor deficiency.