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. Here, GJA1 is linked to depressive disorder.