Loss of GPR75 selectively inhibited weight gain in HFD-fed mice but failed to suppress the development of obesity in leptin ob–mutant (Lepob-mutant) mice and adenylate cyclase 3–mutant (Adcy3-mutant) mice on a chow diet. This evidence concerns the gene GPR75 and obesity due to melanocortin 4 receptor deficiency.