The DMPs annotated to genes CPT1A, NLRC5 and BCAT1, which were associated with three out of four anthropometric indices studied, combined attributed to 7.6% of the variance on obesity. This evidence concerns the gene BCAT1 and obesity due to melanocortin 4 receptor deficiency.