While the integration of our functional genomics datasets was able to resolve regions such as the MAP2K5 locus, where a single gene emerged as the likely target of the genetic association with obesity, we also uncovered unexpected complexities amongst other loci. Here, MAP2K5 is linked to obesity disorder.