BDNF and depressive disorder: Furthermore, decreased BDNF concentration in late pregnancy has been associated with increased risk of depression (Christian et al. 2016), and lower BDNF concentration has been reported in mothers with PPD compared to mothers without depressive symptoms (Gazal et al. 2012).