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Ambient PM gross β-activity and glucose levels during pregnancy
BACKGROUND: Exposure to ionizing radiation has been associated with insulin resistance and type 2 diabetes. In light of recent work showing an association between ambient particulate matter (PM) gross β-activity and gestational diabetes mellitus (GDM) among pregnant women, we examined pregnancy gluc...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8204493/ https://www.ncbi.nlm.nih.gov/pubmed/34126994 http://dx.doi.org/10.1186/s12940-021-00744-9 |
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author | Wang, Veronica A. James-Todd, Tamarra Hacker, Michele R. O’Brien, Karen E. Wylie, Blair J. Hauser, Russ Williams, Paige L. Bellavia, Andrea Quinn, Marlee McElrath, Thomas F. Papatheodorou, Stefania |
author_facet | Wang, Veronica A. James-Todd, Tamarra Hacker, Michele R. O’Brien, Karen E. Wylie, Blair J. Hauser, Russ Williams, Paige L. Bellavia, Andrea Quinn, Marlee McElrath, Thomas F. Papatheodorou, Stefania |
author_sort | Wang, Veronica A. |
collection | PubMed |
description | BACKGROUND: Exposure to ionizing radiation has been associated with insulin resistance and type 2 diabetes. In light of recent work showing an association between ambient particulate matter (PM) gross β-activity and gestational diabetes mellitus (GDM) among pregnant women, we examined pregnancy glucose levels in relation to PM gross β-activity to better understand this pathway. METHODS: Our study included 103 participants receiving prenatal care at Beth Israel Deaconess Medical Center in Boston, MA. PM gross β-activity was obtained from US Environmental Protection Agency’s RadNet program monitors, and blood glucose levels were obtained from the non-fasting glucose challenge test performed clinically as the first step of the 2-step GDM screening test. For each exposure window we examined (i.e., moving average same-day, one-week, first-trimester, and second-trimester PM gross β-activity), we fitted generalized additive models and adjusted for clinical characteristics, socio-demographic factors, temporal variables, and PM with an aerodynamic diameter ≤ 2.5 μm (PM(2.5)). Subgroup analyses by maternal age and by body mass index were also conducted. RESULTS: An interquartile range increase in average PM gross β-activity during the second trimester of pregnancy was associated with an increase of 17.5 (95% CI: 0.8, 34.3) mg/dL in glucose concentration. Associations were stronger among younger and overweight/obese participants. Our findings also suggest that the highest compared to the lowest quartile of one-week exposure was associated with 17.0 (95% CI: − 4.0, 38.0) mg/dL higher glucose levels. No associations of glucose were observed with PM gross β-activity during same-day and first-trimester exposure windows. PM(2.5) was not associated with glucose levels during any exposure window in our data. CONCLUSIONS: Exposure to higher levels of ambient PM gross β-activity was associated with higher blood glucose levels in pregnant patients, with implications for how this novel environmental factor could impact pregnancy health. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-021-00744-9. |
format | Online Article Text |
id | pubmed-8204493 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82044932021-06-16 Ambient PM gross β-activity and glucose levels during pregnancy Wang, Veronica A. James-Todd, Tamarra Hacker, Michele R. O’Brien, Karen E. Wylie, Blair J. Hauser, Russ Williams, Paige L. Bellavia, Andrea Quinn, Marlee McElrath, Thomas F. Papatheodorou, Stefania Environ Health Research BACKGROUND: Exposure to ionizing radiation has been associated with insulin resistance and type 2 diabetes. In light of recent work showing an association between ambient particulate matter (PM) gross β-activity and gestational diabetes mellitus (GDM) among pregnant women, we examined pregnancy glucose levels in relation to PM gross β-activity to better understand this pathway. METHODS: Our study included 103 participants receiving prenatal care at Beth Israel Deaconess Medical Center in Boston, MA. PM gross β-activity was obtained from US Environmental Protection Agency’s RadNet program monitors, and blood glucose levels were obtained from the non-fasting glucose challenge test performed clinically as the first step of the 2-step GDM screening test. For each exposure window we examined (i.e., moving average same-day, one-week, first-trimester, and second-trimester PM gross β-activity), we fitted generalized additive models and adjusted for clinical characteristics, socio-demographic factors, temporal variables, and PM with an aerodynamic diameter ≤ 2.5 μm (PM(2.5)). Subgroup analyses by maternal age and by body mass index were also conducted. RESULTS: An interquartile range increase in average PM gross β-activity during the second trimester of pregnancy was associated with an increase of 17.5 (95% CI: 0.8, 34.3) mg/dL in glucose concentration. Associations were stronger among younger and overweight/obese participants. Our findings also suggest that the highest compared to the lowest quartile of one-week exposure was associated with 17.0 (95% CI: − 4.0, 38.0) mg/dL higher glucose levels. No associations of glucose were observed with PM gross β-activity during same-day and first-trimester exposure windows. PM(2.5) was not associated with glucose levels during any exposure window in our data. CONCLUSIONS: Exposure to higher levels of ambient PM gross β-activity was associated with higher blood glucose levels in pregnant patients, with implications for how this novel environmental factor could impact pregnancy health. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-021-00744-9. BioMed Central 2021-06-14 /pmc/articles/PMC8204493/ /pubmed/34126994 http://dx.doi.org/10.1186/s12940-021-00744-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wang, Veronica A. James-Todd, Tamarra Hacker, Michele R. O’Brien, Karen E. Wylie, Blair J. Hauser, Russ Williams, Paige L. Bellavia, Andrea Quinn, Marlee McElrath, Thomas F. Papatheodorou, Stefania Ambient PM gross β-activity and glucose levels during pregnancy |
title | Ambient PM gross β-activity and glucose levels during pregnancy |
title_full | Ambient PM gross β-activity and glucose levels during pregnancy |
title_fullStr | Ambient PM gross β-activity and glucose levels during pregnancy |
title_full_unstemmed | Ambient PM gross β-activity and glucose levels during pregnancy |
title_short | Ambient PM gross β-activity and glucose levels during pregnancy |
title_sort | ambient pm gross β-activity and glucose levels during pregnancy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8204493/ https://www.ncbi.nlm.nih.gov/pubmed/34126994 http://dx.doi.org/10.1186/s12940-021-00744-9 |
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