Adolescents exposed in utero to maternal smoking show an increased DNA methylation of the BDNF gene promoter with previous studies indicating that a methylated BDNF gene acts as a diagnostic biomarker of depression [15,16]. This evidence concerns the gene BDNF and major depressive disorder.