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Association between long-term exposure to ambient air pollution and prevalence of diabetes mellitus among Malaysian adults
BACKGROUND: Malaysia has the highest rate of diabetes mellitus (DM) in the Southeast Asian region, and has ongoing air pollution and periodic haze exposure. METHODS: Diabetes data were derived from the Malaysian National Health and Morbidity Surveys conducted in 2006, 2011 and 2015. The air pollutio...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7119016/ https://www.ncbi.nlm.nih.gov/pubmed/32245482 http://dx.doi.org/10.1186/s12940-020-00579-w |
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author | Wong, Shew Fung Yap, Poh Sin Mak, Joon Wah Chan, Wan Ling Elaine Khor, Geok Lin Ambu, Stephen Chu, Wan Loy Mohamad, Maria Safura Ibrahim Wong, Norazizah Ab. Majid, Nur Liana Abd. Hamid, Hamizatul Akmal Rodzlan Hasani, Wan Shakira Mohd Yussoff, Muhammad Fadhli bin Aris, Hj. Tahir bin Ab. Rahman, Ezahtulsyahreen Bt. M. Rashid, Zaleha Bt. |
author_facet | Wong, Shew Fung Yap, Poh Sin Mak, Joon Wah Chan, Wan Ling Elaine Khor, Geok Lin Ambu, Stephen Chu, Wan Loy Mohamad, Maria Safura Ibrahim Wong, Norazizah Ab. Majid, Nur Liana Abd. Hamid, Hamizatul Akmal Rodzlan Hasani, Wan Shakira Mohd Yussoff, Muhammad Fadhli bin Aris, Hj. Tahir bin Ab. Rahman, Ezahtulsyahreen Bt. M. Rashid, Zaleha Bt. |
author_sort | Wong, Shew Fung |
collection | PubMed |
description | BACKGROUND: Malaysia has the highest rate of diabetes mellitus (DM) in the Southeast Asian region, and has ongoing air pollution and periodic haze exposure. METHODS: Diabetes data were derived from the Malaysian National Health and Morbidity Surveys conducted in 2006, 2011 and 2015. The air pollution data (NO(x), NO(2), SO(2), O(3) and PM(10)) were obtained from the Department of Environment Malaysia. Using multiple logistic and linear regression models, the association between long-term exposure to these pollutants and prevalence of diabetes among Malaysian adults was evaluated. RESULTS: The PM(10) concentration decreased from 2006 to 2014, followed by an increase in 2015. Levels of NO(x) decreased while O(3) increased annually. The air pollutant levels based on individual modelled air pollution exposure as measured by the nearest monitoring station were higher than the annual averages of the five pollutants present in the ambient air. The prevalence of overall diabetes increased from 11.4% in 2006 to 21.2% in 2015. The prevalence of known diabetes, underdiagnosed diabetes, overweight and obesity also increased over these years. There were significant positive effect estimates of known diabetes at 1.125 (95% CI, 1.042, 1.213) for PM(10), 1.553 (95% CI, 1.328, 1.816) for O(3), 1.271 (95% CI, 1.088, 1.486) for SO(2), 1.124 (95% CI, 1.048, 1.207) for NO(2), and 1.087 (95% CI, 1.024, 1.153) for NO(x) for NHMS 2006. The adjusted annual average levels of PM(10) [1.187 (95% CI, 1.088, 1.294)], O(3) [1.701 (95% CI, 1.387, 2.086)], NO(2) [1.120 (95% CI, 1.026, 1.222)] and NO(x) [1.110 (95% CI, 1.028, 1.199)] increased significantly from NHMS 2006 to NHMS 2011 for overall diabetes. This was followed by a significant decreasing trend from NHMS 2011 to 2015 [0.911 for NO(2), and 0.910 for NO(x)]. CONCLUSION: The findings of this study suggest that long-term exposure to O(3) is an important associated factor of underdiagnosed DM risk in Malaysia. PM(10), NO(2) and NO(x) may have mixed effect estimates towards the risk of DM, and their roles should be further investigated with other interaction models. Policy and intervention measures should be taken to reduce air pollution in Malaysia. |
format | Online Article Text |
id | pubmed-7119016 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-71190162020-04-07 Association between long-term exposure to ambient air pollution and prevalence of diabetes mellitus among Malaysian adults Wong, Shew Fung Yap, Poh Sin Mak, Joon Wah Chan, Wan Ling Elaine Khor, Geok Lin Ambu, Stephen Chu, Wan Loy Mohamad, Maria Safura Ibrahim Wong, Norazizah Ab. Majid, Nur Liana Abd. Hamid, Hamizatul Akmal Rodzlan Hasani, Wan Shakira Mohd Yussoff, Muhammad Fadhli bin Aris, Hj. Tahir bin Ab. Rahman, Ezahtulsyahreen Bt. M. Rashid, Zaleha Bt. Environ Health Research BACKGROUND: Malaysia has the highest rate of diabetes mellitus (DM) in the Southeast Asian region, and has ongoing air pollution and periodic haze exposure. METHODS: Diabetes data were derived from the Malaysian National Health and Morbidity Surveys conducted in 2006, 2011 and 2015. The air pollution data (NO(x), NO(2), SO(2), O(3) and PM(10)) were obtained from the Department of Environment Malaysia. Using multiple logistic and linear regression models, the association between long-term exposure to these pollutants and prevalence of diabetes among Malaysian adults was evaluated. RESULTS: The PM(10) concentration decreased from 2006 to 2014, followed by an increase in 2015. Levels of NO(x) decreased while O(3) increased annually. The air pollutant levels based on individual modelled air pollution exposure as measured by the nearest monitoring station were higher than the annual averages of the five pollutants present in the ambient air. The prevalence of overall diabetes increased from 11.4% in 2006 to 21.2% in 2015. The prevalence of known diabetes, underdiagnosed diabetes, overweight and obesity also increased over these years. There were significant positive effect estimates of known diabetes at 1.125 (95% CI, 1.042, 1.213) for PM(10), 1.553 (95% CI, 1.328, 1.816) for O(3), 1.271 (95% CI, 1.088, 1.486) for SO(2), 1.124 (95% CI, 1.048, 1.207) for NO(2), and 1.087 (95% CI, 1.024, 1.153) for NO(x) for NHMS 2006. The adjusted annual average levels of PM(10) [1.187 (95% CI, 1.088, 1.294)], O(3) [1.701 (95% CI, 1.387, 2.086)], NO(2) [1.120 (95% CI, 1.026, 1.222)] and NO(x) [1.110 (95% CI, 1.028, 1.199)] increased significantly from NHMS 2006 to NHMS 2011 for overall diabetes. This was followed by a significant decreasing trend from NHMS 2011 to 2015 [0.911 for NO(2), and 0.910 for NO(x)]. CONCLUSION: The findings of this study suggest that long-term exposure to O(3) is an important associated factor of underdiagnosed DM risk in Malaysia. PM(10), NO(2) and NO(x) may have mixed effect estimates towards the risk of DM, and their roles should be further investigated with other interaction models. Policy and intervention measures should be taken to reduce air pollution in Malaysia. BioMed Central 2020-04-03 /pmc/articles/PMC7119016/ /pubmed/32245482 http://dx.doi.org/10.1186/s12940-020-00579-w Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 Wong, Shew Fung Yap, Poh Sin Mak, Joon Wah Chan, Wan Ling Elaine Khor, Geok Lin Ambu, Stephen Chu, Wan Loy Mohamad, Maria Safura Ibrahim Wong, Norazizah Ab. Majid, Nur Liana Abd. Hamid, Hamizatul Akmal Rodzlan Hasani, Wan Shakira Mohd Yussoff, Muhammad Fadhli bin Aris, Hj. Tahir bin Ab. Rahman, Ezahtulsyahreen Bt. M. Rashid, Zaleha Bt. Association between long-term exposure to ambient air pollution and prevalence of diabetes mellitus among Malaysian adults |
title | Association between long-term exposure to ambient air pollution and prevalence of diabetes mellitus among Malaysian adults |
title_full | Association between long-term exposure to ambient air pollution and prevalence of diabetes mellitus among Malaysian adults |
title_fullStr | Association between long-term exposure to ambient air pollution and prevalence of diabetes mellitus among Malaysian adults |
title_full_unstemmed | Association between long-term exposure to ambient air pollution and prevalence of diabetes mellitus among Malaysian adults |
title_short | Association between long-term exposure to ambient air pollution and prevalence of diabetes mellitus among Malaysian adults |
title_sort | association between long-term exposure to ambient air pollution and prevalence of diabetes mellitus among malaysian adults |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7119016/ https://www.ncbi.nlm.nih.gov/pubmed/32245482 http://dx.doi.org/10.1186/s12940-020-00579-w |
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