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Air pollution and decreased bone mineral density among Women's Health Initiative participants
BACKGROUND: Osteoporosis heavily affects postmenopausal women and is influenced by environmental exposures. Determining the impact of criteria air pollutants and their mixtures on bone mineral density (BMD) in postmenopausal women is an urgent priority. METHODS: We conducted a prospective observatio...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938170/ https://www.ncbi.nlm.nih.gov/pubmed/36820096 http://dx.doi.org/10.1016/j.eclinm.2023.101864 |
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author | Prada, Diddier Crandall, Carolyn J. Kupsco, Allison Kioumourtzoglou, Marianthi-Anna Stewart, James D. Liao, Duanping Yanosky, Jeff D. Ramirez, Andrea Wactawski-Wende, Jean Shen, Yike Miller, Gary Ionita-Laza, Iuliana Whitsel, Eric A. Baccarelli, Andrea A. |
author_facet | Prada, Diddier Crandall, Carolyn J. Kupsco, Allison Kioumourtzoglou, Marianthi-Anna Stewart, James D. Liao, Duanping Yanosky, Jeff D. Ramirez, Andrea Wactawski-Wende, Jean Shen, Yike Miller, Gary Ionita-Laza, Iuliana Whitsel, Eric A. Baccarelli, Andrea A. |
author_sort | Prada, Diddier |
collection | PubMed |
description | BACKGROUND: Osteoporosis heavily affects postmenopausal women and is influenced by environmental exposures. Determining the impact of criteria air pollutants and their mixtures on bone mineral density (BMD) in postmenopausal women is an urgent priority. METHODS: We conducted a prospective observational study using data from the ethnically diverse Women's Health Initiative Study (WHI) (enrollment, September 1994–December 1998; data analysis, January 2020 to August 2022). We used log-normal, ordinary kriging to estimate daily mean concentrations of PM(10), NO, NO(2), and SO(2) at participants' geocoded addresses (1-, 3-, and 5-year averages before BMD assessments). We measured whole-body, total hip, femoral neck, and lumbar spine BMD at enrollment and follow-up (Y1, Y3, Y6) via dual-energy X-ray absorptiometry. We estimated associations using multivariable linear and linear mixed-effects models and mixture effects using Bayesian kernel machine regression (BKMR) models. FINDINGS: In cross-sectional and longitudinal analyses, mean PM(10), NO, NO(2), and SO(2) averaged over 1, 3, and 5 years before the visit were negatively associated with whole-body, total hip, femoral neck, and lumbar spine BMD. For example, lumbar spine BMD decreased 0.026 (95% CI: 0.016, 0.036) g/cm(2)/year per a 10% increase in 3-year mean NO(2) concentration. BKMR suggested that nitrogen oxides exposure was inversely associated with whole-body and lumbar spine BMD. INTERPRETATION: In this cohort study, higher levels of air pollutants were associated with bone damage, particularly on lumbar spine, among postmenopausal women. These findings highlight nitrogen oxides exposure as a leading contributor to bone loss in postmenopausal women, expanding previous findings of air pollution-related bone damage. FUNDING: 10.13039/100000002US National Institutes of Health. |
format | Online Article Text |
id | pubmed-9938170 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-99381702023-02-19 Air pollution and decreased bone mineral density among Women's Health Initiative participants Prada, Diddier Crandall, Carolyn J. Kupsco, Allison Kioumourtzoglou, Marianthi-Anna Stewart, James D. Liao, Duanping Yanosky, Jeff D. Ramirez, Andrea Wactawski-Wende, Jean Shen, Yike Miller, Gary Ionita-Laza, Iuliana Whitsel, Eric A. Baccarelli, Andrea A. eClinicalMedicine Articles BACKGROUND: Osteoporosis heavily affects postmenopausal women and is influenced by environmental exposures. Determining the impact of criteria air pollutants and their mixtures on bone mineral density (BMD) in postmenopausal women is an urgent priority. METHODS: We conducted a prospective observational study using data from the ethnically diverse Women's Health Initiative Study (WHI) (enrollment, September 1994–December 1998; data analysis, January 2020 to August 2022). We used log-normal, ordinary kriging to estimate daily mean concentrations of PM(10), NO, NO(2), and SO(2) at participants' geocoded addresses (1-, 3-, and 5-year averages before BMD assessments). We measured whole-body, total hip, femoral neck, and lumbar spine BMD at enrollment and follow-up (Y1, Y3, Y6) via dual-energy X-ray absorptiometry. We estimated associations using multivariable linear and linear mixed-effects models and mixture effects using Bayesian kernel machine regression (BKMR) models. FINDINGS: In cross-sectional and longitudinal analyses, mean PM(10), NO, NO(2), and SO(2) averaged over 1, 3, and 5 years before the visit were negatively associated with whole-body, total hip, femoral neck, and lumbar spine BMD. For example, lumbar spine BMD decreased 0.026 (95% CI: 0.016, 0.036) g/cm(2)/year per a 10% increase in 3-year mean NO(2) concentration. BKMR suggested that nitrogen oxides exposure was inversely associated with whole-body and lumbar spine BMD. INTERPRETATION: In this cohort study, higher levels of air pollutants were associated with bone damage, particularly on lumbar spine, among postmenopausal women. These findings highlight nitrogen oxides exposure as a leading contributor to bone loss in postmenopausal women, expanding previous findings of air pollution-related bone damage. FUNDING: 10.13039/100000002US National Institutes of Health. Elsevier 2023-02-15 /pmc/articles/PMC9938170/ /pubmed/36820096 http://dx.doi.org/10.1016/j.eclinm.2023.101864 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Prada, Diddier Crandall, Carolyn J. Kupsco, Allison Kioumourtzoglou, Marianthi-Anna Stewart, James D. Liao, Duanping Yanosky, Jeff D. Ramirez, Andrea Wactawski-Wende, Jean Shen, Yike Miller, Gary Ionita-Laza, Iuliana Whitsel, Eric A. Baccarelli, Andrea A. Air pollution and decreased bone mineral density among Women's Health Initiative participants |
title | Air pollution and decreased bone mineral density among Women's Health Initiative participants |
title_full | Air pollution and decreased bone mineral density among Women's Health Initiative participants |
title_fullStr | Air pollution and decreased bone mineral density among Women's Health Initiative participants |
title_full_unstemmed | Air pollution and decreased bone mineral density among Women's Health Initiative participants |
title_short | Air pollution and decreased bone mineral density among Women's Health Initiative participants |
title_sort | air pollution and decreased bone mineral density among women's health initiative participants |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938170/ https://www.ncbi.nlm.nih.gov/pubmed/36820096 http://dx.doi.org/10.1016/j.eclinm.2023.101864 |
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