Two fat mass and obesity associated (FTO) gene locus variants were among these SNPs, confirming the findings of previous intervention studies demonstrating that a hypocaloric diet combined with increased protein intake alleviates the influence of FTO variants on obesity [79, 80]. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.