We report here that Hlx, at least in part through Prdm16-mediated co-activation, directly drives a full program of thermogenesis and a robust WAT to brown-like fat switch, which in turn improves glucose homeostasis and prevents both genetic and high-fat diet-induced obesity and fatty liver. The gene discussed is PRDM16; the disease is obesity disorder.