At menopause, estrogen levels fall to very low levels. Interestingly, taking oral estrogen does not improve depression in women after menopause. In large trials evaluating hormone replacement therapy, women taking estrogen reported the same mental health as women taking placebo. After menopause, women's rates of depression fall, becoming similar to men of the same age.