BDNF and major depressive disorder: Finally, there are marked similarities in terms of neurobiology, brain-derived neurotrophic factor (BDNF) levels being reduced in both states [25]; in this study BDNF levels were further reduced in the people with bipolar disorder compared to those with unipolar depression.