The human genes TFAP2B (encoding AP-2β) and KCTD15 were strongly linked to obesity in multiple genome-wide association studies (GWAS) [1]–[4], though it is still not understood how they regulate obesity. The gene discussed is KCTD15; the disease is obesity due to melanocortin 4 receptor deficiency.