Amongst the adiposity-related genetic variants, we chose single nucleotide polymorphisms (SNPs) within the most common major adiposity genes FTO, MC4R and TMEM18, all of which have been recognized to be associated with obesity and explaining a variance of about 1–2% [31]. This evidence concerns the gene TMEM18 and obesity due to melanocortin 4 receptor deficiency.