AUTHOR=Jin Haidong , Zhao Hongfei , Jin Sufan , Yi Xianhong , Liu Xiaotian , Wang Chongjian , Zhang Gongyuan , Pan Jun TITLE=Menopause modified the association of blood pressure with osteoporosis among gender: a large-scale cross-sectional study JOURNAL=Frontiers in Public Health VOLUME=Volume 12 - 2024 YEAR=2024 URL=https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1383349 DOI=10.3389/fpubh.2024.1383349 ISSN=2296-2565 ABSTRACT= The evidence on blood pressure and bone health was limited, especially in rural areas. The possible reasons for blood pressure and bone metabolism were unclear. Might blood pressure influence the risk of osteoporosis in rural populations? If there is a sex difference in the association in areas with limited resources? There was a positive association between blood pressure with osteoporosis risk in areas with limited resources. Menopause may be the key to gender difference. The investigation was focused on moderate and low-income citizens. The levels of blood pressure and osteoporosis were significant correlation in women. Menopause modified the association between blood pressure and osteoporosis. The divergent blood pressure proxies may be the potential indicators for screening high osteoporosis risk among postmenopausal women in rural areas.