BDNF and depressive symptom measurement: Importantly, a low BDNF level is associated with post-stroke depression and acute stroke (Yang et al., 2011), and over-expression of BDNF in the hippocampus moderates depression behaviors in post-stroke depressive rats (Chen et al., 2015).