In female mice with diet-induced obesity, as well as in male mice, FGF21 administration beneficially affected glucose and lipid metabolism and taste preferences, despite significant sex differences in adiposity rates and metabolic characteristics. Here, FGF21 is linked to obesity due to melanocortin 4 receptor deficiency.