In young rodent models of stress he showed that increased GC production, depression and reduced learning were associated with reduced DNA methylation at the arginine vasopressin (AVP) locus, which causes increased upregulation of AVP expression in the parvocellular subdivision of the hypothalamic paraventricular nucleus and chronic hyperactivity of the HPA axis [4]. This evidence concerns the gene AVP and major depressive disorder.