In addition to depression related to physiological sex hormone fluctuations, there have been many reports that some female reproductive diseases (PCOS, endometriosis, POI, etc.)with sex hormone abnormalities are also related to depression [18,89,90]. The gene discussed is PLXNA3; the disease is depressive disorder.