Secondly, in a published obesity GWAS, identified risk loci are highly associated with brain regions important for appetite regulation, learning, emotion, memory, insulin utilization, energy/lipid metabolism, and adipogenesis [79]. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.