The strongest association observed, and the only loci that reached GWAS significance, was between the rs11642841 within the fat mass and obesity associated (FTO) gene and total sugar intake (p = 3.8 × 10−8) [16]. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.