It has been shown that in a group of subjects with a BMI of 27 to 35 kg/m2 there is a statistically significant relationship between TNFα locus and obesity and hypertension loci [69]. This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.