In conclusion, our findings suggest that Aeg-1 deficiency in the hippocampus and neocortex leads to learning and memory impairments and depression in mice, which is mediated by the abnormalities of neuronal morphology and the impaired synaptic functions. The gene discussed is MTDH; the disease is major depressive disorder.