We also identified three genes (CROT, TSC1, RIN3) as new candidate susceptibility loci for obesity as well as three genes (ANKK1, ZNF804B, CSRNP3) and chromosome 17p11.2 as new candidate loci for MetS. Here, ZNF804B is linked to obesity due to melanocortin 4 receptor deficiency.