In detail, CUS reduced the expression levels of PPM1F in mPFC, while elevated its levels in the hippocampus, knockdown of PPM1F in mPFC induced depression‐related behaviors, but produced antidepressant activity in hippocampus, accompanied with the different and individual effect on the neural excitability and signaling pathways. Here, PPM1F is linked to major depressive disorder.