In one example, utilizing genome-wide association studies (GWAS), the fat mass and obesity associated (FTO) gene was discovered in 2007 as the first gene associated with an increase in body mass index [37]. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.