Although the present study design limits the potential to identify the causal relationships, based on previous studies, we can speculate that AMD1 variant might influence the susceptibility to obesity by modulating either the polyamines metabolism or DNA methylation. The gene discussed is AMD1; the disease is obesity due to melanocortin 4 receptor deficiency.