In conclusion, we initiatively assumed and demonstrated the hypothesis that the functional declines of AMPK and GR in prefrontal cortical astrocytes are intimately associated with the process of chronic GCs exposure, which may play critical roles in the chronic stress-induced pathogenesis of depression. This evidence concerns the gene PRKAA2 and major depressive disorder.