For example, Kilpelainen et al. (2011) showed that the risk effect of FTO (fat mass and obesity associated) alleles was about 100% and larger in physically inactive individuals than in active individuals from North America. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.