Here, we explored a role of GPNMB in obesity using GPNMB-deficient mice and revealed its protective role in obesity-related metabolic disorders by reducing macrophage inflammatory capacities. Here, GPNMB is linked to obesity due to melanocortin 4 receptor deficiency.