Of the 53 previously established obesity/adiposity loci we examined in the discovery dataset, only one had p<0.001 (rs6548238 SNP in the TMEM18, p = 8.15×10−4 in the combined-age adjusted set). Here, TMEM18 is linked to obesity due to melanocortin 4 receptor deficiency.