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Association of physical activity and air pollution exposure with the risk of type 2 diabetes: a large population-based prospective cohort study
BACKGROUND: The interplay between physical activity (PA) and air pollution in relation to type 2 diabetes (T2D) remains largely unknown. Based on a large population-based cohort study, this study aimed to examine whether the benefits of PA with respect to the risk of T2D are moderated by exposure to...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9639290/ https://www.ncbi.nlm.nih.gov/pubmed/36336676 http://dx.doi.org/10.1186/s12940-022-00922-3 |
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author | Li, Zhi-Hao Zhong, Wen-Fang Zhang, Xi-Ru Chung, Vincent CH Song, Wei-Qi Chen, Qing Wang, Xiao-Meng Huang, Qing-Mei Shen, Dong Zhang, Pei-Dong Liu, Dan Zhang, Yu-Jie Chen, Pei-Liang Cheng, Xin Yang, Hai-Lian Cai, Miao-Chun Gao, Xiang Kraus, Virginia Byers Mao, Chen |
author_facet | Li, Zhi-Hao Zhong, Wen-Fang Zhang, Xi-Ru Chung, Vincent CH Song, Wei-Qi Chen, Qing Wang, Xiao-Meng Huang, Qing-Mei Shen, Dong Zhang, Pei-Dong Liu, Dan Zhang, Yu-Jie Chen, Pei-Liang Cheng, Xin Yang, Hai-Lian Cai, Miao-Chun Gao, Xiang Kraus, Virginia Byers Mao, Chen |
author_sort | Li, Zhi-Hao |
collection | PubMed |
description | BACKGROUND: The interplay between physical activity (PA) and air pollution in relation to type 2 diabetes (T2D) remains largely unknown. Based on a large population-based cohort study, this study aimed to examine whether the benefits of PA with respect to the risk of T2D are moderated by exposure to air pollution. METHODS: UK Biobank participants (n = 359,153) without diabetes at baseline were included. Information on PA was obtained using the International Physical Activity Questionnaire short form. Exposure to air pollution, including PM(2.5), PM(coarse) (PM(2.5−10)), PM(10), and NO(2,) was estimated from land use regression models. Cox regression models were used to estimate the hazard ratios (HRs) and 95% confidence intervals (95% CIs). RESULTS: During a median of 8.9 years of follow-up, 13,706 T2D events were recorded. Compared with a low PA level, the HRs for the risk of T2D among individuals with moderate and high PA were 0.82 (95% CI, 0.79–0.86) and 0.73 (95% CI, 0.70–0.77), respectively. Compared with low levels of air pollution, the HRs for risk of T2D for high levels of air pollution (PM(2.5), PM(coarse), PM(10), and NO(2)) were 1.19 (1.14–1.24), 1.06 (1.02–1.11), 1.13 (1.08–1.18), and 1.19 (1.14–1.24), respectively. There was no effect modification of the associations between PA and T2D by air pollution (all P-interactions > 0.05). The inverse associations between PA and T2D in each air pollution stratum were generally consistent (all P for trend < 0.05). CONCLUSION: A higher PA and lower air pollution level were independently associated with a lower risk of T2D. The beneficial effects of PA on T2D generally remained stable among participants exposed to different levels of air pollution. Further studies are needed to replicate our findings in moderately and severely polluted areas. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-022-00922-3. |
format | Online Article Text |
id | pubmed-9639290 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96392902022-11-08 Association of physical activity and air pollution exposure with the risk of type 2 diabetes: a large population-based prospective cohort study Li, Zhi-Hao Zhong, Wen-Fang Zhang, Xi-Ru Chung, Vincent CH Song, Wei-Qi Chen, Qing Wang, Xiao-Meng Huang, Qing-Mei Shen, Dong Zhang, Pei-Dong Liu, Dan Zhang, Yu-Jie Chen, Pei-Liang Cheng, Xin Yang, Hai-Lian Cai, Miao-Chun Gao, Xiang Kraus, Virginia Byers Mao, Chen Environ Health Research BACKGROUND: The interplay between physical activity (PA) and air pollution in relation to type 2 diabetes (T2D) remains largely unknown. Based on a large population-based cohort study, this study aimed to examine whether the benefits of PA with respect to the risk of T2D are moderated by exposure to air pollution. METHODS: UK Biobank participants (n = 359,153) without diabetes at baseline were included. Information on PA was obtained using the International Physical Activity Questionnaire short form. Exposure to air pollution, including PM(2.5), PM(coarse) (PM(2.5−10)), PM(10), and NO(2,) was estimated from land use regression models. Cox regression models were used to estimate the hazard ratios (HRs) and 95% confidence intervals (95% CIs). RESULTS: During a median of 8.9 years of follow-up, 13,706 T2D events were recorded. Compared with a low PA level, the HRs for the risk of T2D among individuals with moderate and high PA were 0.82 (95% CI, 0.79–0.86) and 0.73 (95% CI, 0.70–0.77), respectively. Compared with low levels of air pollution, the HRs for risk of T2D for high levels of air pollution (PM(2.5), PM(coarse), PM(10), and NO(2)) were 1.19 (1.14–1.24), 1.06 (1.02–1.11), 1.13 (1.08–1.18), and 1.19 (1.14–1.24), respectively. There was no effect modification of the associations between PA and T2D by air pollution (all P-interactions > 0.05). The inverse associations between PA and T2D in each air pollution stratum were generally consistent (all P for trend < 0.05). CONCLUSION: A higher PA and lower air pollution level were independently associated with a lower risk of T2D. The beneficial effects of PA on T2D generally remained stable among participants exposed to different levels of air pollution. Further studies are needed to replicate our findings in moderately and severely polluted areas. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-022-00922-3. BioMed Central 2022-11-06 /pmc/articles/PMC9639290/ /pubmed/36336676 http://dx.doi.org/10.1186/s12940-022-00922-3 Text en © The Author(s) 2022 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 Li, Zhi-Hao Zhong, Wen-Fang Zhang, Xi-Ru Chung, Vincent CH Song, Wei-Qi Chen, Qing Wang, Xiao-Meng Huang, Qing-Mei Shen, Dong Zhang, Pei-Dong Liu, Dan Zhang, Yu-Jie Chen, Pei-Liang Cheng, Xin Yang, Hai-Lian Cai, Miao-Chun Gao, Xiang Kraus, Virginia Byers Mao, Chen Association of physical activity and air pollution exposure with the risk of type 2 diabetes: a large population-based prospective cohort study |
title | Association of physical activity and air pollution exposure with the risk of type 2 diabetes: a large population-based prospective cohort study |
title_full | Association of physical activity and air pollution exposure with the risk of type 2 diabetes: a large population-based prospective cohort study |
title_fullStr | Association of physical activity and air pollution exposure with the risk of type 2 diabetes: a large population-based prospective cohort study |
title_full_unstemmed | Association of physical activity and air pollution exposure with the risk of type 2 diabetes: a large population-based prospective cohort study |
title_short | Association of physical activity and air pollution exposure with the risk of type 2 diabetes: a large population-based prospective cohort study |
title_sort | association of physical activity and air pollution exposure with the risk of type 2 diabetes: a large population-based prospective cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9639290/ https://www.ncbi.nlm.nih.gov/pubmed/36336676 http://dx.doi.org/10.1186/s12940-022-00922-3 |
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