These GWAS studies have detected variations in or near different genes, among them fat mass- and obesity-associated gene alpha-ketoglutarate dependent dioxygenase and melanocortin 4 receptor (MC4R) in obesity [19, 21–23]. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.