Using genetic models with gain or loss of functions of Suv420h2, we demonstrate that Suv420h2 promotes the development of brown and beige adipocytes postnatally, enhances cold-induced thermogenesis, and prevents diet-induced obesity. Here, KMT5C is linked to obesity disorder.