Dietary fiber intakes modified the association of FTO SNPs and the GRS with general obesity, an effect which was more pronounced in those who consumed high levels of dietary fiber and had a high number of risk alleles. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.