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PM(2.5) exposure, glycemic markers and incidence of type 2 diabetes in two large Indian cities
INTRODUCTION: Exposure to fine particulate matter has been associated with several cardiovascular and cardiometabolic diseases. However, such evidence mostly originates from low-pollution settings or cross-sectional studies, thus necessitating evidence from regions with high air pollution levels, su...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10565186/ https://www.ncbi.nlm.nih.gov/pubmed/37797962 http://dx.doi.org/10.1136/bmjdrc-2023-003333 |
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author | Mandal, Siddhartha Jaganathan, Suganthi Kondal, Dimple Schwartz, Joel D Tandon, Nikhil Mohan, Viswanathan Prabhakaran, Dorairaj Narayan, K M Venkat |
author_facet | Mandal, Siddhartha Jaganathan, Suganthi Kondal, Dimple Schwartz, Joel D Tandon, Nikhil Mohan, Viswanathan Prabhakaran, Dorairaj Narayan, K M Venkat |
author_sort | Mandal, Siddhartha |
collection | PubMed |
description | INTRODUCTION: Exposure to fine particulate matter has been associated with several cardiovascular and cardiometabolic diseases. However, such evidence mostly originates from low-pollution settings or cross-sectional studies, thus necessitating evidence from regions with high air pollution levels, such as India, where the burden of non-communicable diseases is high. RESEARCH DESIGN AND METHODS: We studied the associations between ambient PM(2.5) levels and fasting plasma glucose (FPG), glycosylated hemoglobin (HbA1c) and incident type 2 diabetes mellitus (T2DM) among 12 064 participants in an adult cohort from urban Chennai and Delhi, India. A meta-analytic approach was used to combine estimates, obtained from mixed-effects models and proportional hazards models, from the two cities. RESULTS: We observed that 10 μg/m(3) differences in monthly average exposure to PM(2.5) was associated with a 0.40 mg/dL increase in FPG (95% CI 0.22 to 0.58) and 0.021 unit increase in HbA1c (95% CI 0.009 to 0.032). Further, 10 μg/m(3) differences in annual average PM(2.5) was associated with 1.22 (95% CI 1.09 to 1.36) times increased risk of incident T2DM, with non-linear exposure response. CONCLUSIONS: We observed evidence of temporal association between PM(2.5) exposure, and higher FPG and incident T2DM in two urban environments in India, thus highlighting the potential for population-based mitigation policies to reduce the growing burden of diabetes. |
format | Online Article Text |
id | pubmed-10565186 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-105651862023-10-12 PM(2.5) exposure, glycemic markers and incidence of type 2 diabetes in two large Indian cities Mandal, Siddhartha Jaganathan, Suganthi Kondal, Dimple Schwartz, Joel D Tandon, Nikhil Mohan, Viswanathan Prabhakaran, Dorairaj Narayan, K M Venkat BMJ Open Diabetes Res Care Epidemiology/Health services research INTRODUCTION: Exposure to fine particulate matter has been associated with several cardiovascular and cardiometabolic diseases. However, such evidence mostly originates from low-pollution settings or cross-sectional studies, thus necessitating evidence from regions with high air pollution levels, such as India, where the burden of non-communicable diseases is high. RESEARCH DESIGN AND METHODS: We studied the associations between ambient PM(2.5) levels and fasting plasma glucose (FPG), glycosylated hemoglobin (HbA1c) and incident type 2 diabetes mellitus (T2DM) among 12 064 participants in an adult cohort from urban Chennai and Delhi, India. A meta-analytic approach was used to combine estimates, obtained from mixed-effects models and proportional hazards models, from the two cities. RESULTS: We observed that 10 μg/m(3) differences in monthly average exposure to PM(2.5) was associated with a 0.40 mg/dL increase in FPG (95% CI 0.22 to 0.58) and 0.021 unit increase in HbA1c (95% CI 0.009 to 0.032). Further, 10 μg/m(3) differences in annual average PM(2.5) was associated with 1.22 (95% CI 1.09 to 1.36) times increased risk of incident T2DM, with non-linear exposure response. CONCLUSIONS: We observed evidence of temporal association between PM(2.5) exposure, and higher FPG and incident T2DM in two urban environments in India, thus highlighting the potential for population-based mitigation policies to reduce the growing burden of diabetes. BMJ Publishing Group 2023-10-05 /pmc/articles/PMC10565186/ /pubmed/37797962 http://dx.doi.org/10.1136/bmjdrc-2023-003333 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Epidemiology/Health services research Mandal, Siddhartha Jaganathan, Suganthi Kondal, Dimple Schwartz, Joel D Tandon, Nikhil Mohan, Viswanathan Prabhakaran, Dorairaj Narayan, K M Venkat PM(2.5) exposure, glycemic markers and incidence of type 2 diabetes in two large Indian cities |
title | PM(2.5) exposure, glycemic markers and incidence of type 2 diabetes in two large Indian cities |
title_full | PM(2.5) exposure, glycemic markers and incidence of type 2 diabetes in two large Indian cities |
title_fullStr | PM(2.5) exposure, glycemic markers and incidence of type 2 diabetes in two large Indian cities |
title_full_unstemmed | PM(2.5) exposure, glycemic markers and incidence of type 2 diabetes in two large Indian cities |
title_short | PM(2.5) exposure, glycemic markers and incidence of type 2 diabetes in two large Indian cities |
title_sort | pm(2.5) exposure, glycemic markers and incidence of type 2 diabetes in two large indian cities |
topic | Epidemiology/Health services research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10565186/ https://www.ncbi.nlm.nih.gov/pubmed/37797962 http://dx.doi.org/10.1136/bmjdrc-2023-003333 |
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