A series of obesity-associated loci identified by genome-wide association studies (GWAS) are confirmed to be related to hypothalamic cilia, including adenylate cyclase 3 (ADCY3) and the melanocortin-4 receptor (MC4R). The gene discussed is ADCY3; the disease is obesity due to melanocortin 4 receptor deficiency.