This study not only support the roles of co-stimulation of β3-adrenergic and PPARα receptors on the induction of white-to-brown adipocyte phenotypes, but also set the place for the utility of new regulators such as PRDM16 for the development of new therapeutics of complicated obesity. Here, PRDM16 is linked to obesity due to melanocortin 4 receptor deficiency.