BDNF and major depressive disorder: In Alzheimer’s disease (AD) models, PDE4 inhibitors improve cognitive function and alleviate depression-like behavior by activating the cAMP/CREB/BDNF pathway, promoting neuroprotection and reducing apoptosis [3,9].