Older age at menopause and a longer reproductive period mean more prolonged exposure to endogenous estrogens, which may be associated with a lower risk for depression later on.

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Women who are 40 and older when menopause begins and have a longer reproductive life are at low risk of depression than those with premature menopause.
"This meta-analysis suggests a potentially protective effect of increasing duration of exposure to endogenous estrogens as assessed by age at menopause as well as by the duration of the reproductive period. ... If confirmed in prospective and culturally diverse studies controlling for potential confounders and assessing depression via psychiatric evaluation, these findings could have a significant clinical effect by allowing for the identification of a group of women at higher risk for depression who may benefit from psychiatric monitoring or estrogen-based therapies," the authors conclude.
Source-Eurekalert
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