To sum up, this paper aims to investigate the impact of Cx43 and its regulated astrocytes GJ on electrical and chemical signal transmission in the nervous system and further analyze its impact on the process of depression, providing new ideas for further clarifying the pathogenesis of depression. The gene discussed is GJA1; the disease is major depressive disorder.