Statistical analysis was performed to analyze the best fit diagnostic value for biomarkers and the relationship of the neurotrophic levels of BDNF and NGF with obesity measures and blood pressure. This evidence concerns the gene BDNF and obesity due to melanocortin 4 receptor deficiency.