We analyzed the population specific haplotype profiles of FTO genomic locus identified by Genome Wide Association Studies (GWAS) for the high obesity risk by examining eighteen 1000G populations from 4 continental groups. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.