In conclusion, our findings unveil that hippocampal neuron apoptosis was triggered by mitophagy via aberrant Glu‐GluR2‐Parkin pathway and may be involved in the pathogenesis of diabetes‐related depression. Here, PRKN is linked to depressive disorder.