Long-term residential exposure to source-specific particulate matter and incidence of diabetes mellitus — A cohort study in northern Sweden

Diabetes mellitus (DM) incidence have been assessed in connection with air pollution exposure in several studies; however, few have investigated associations with source-specific local emissions. This study aims to estimate the risk of DM incidence associated with source-specific air pollution in a...

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Published in:Environmental Research
Main Authors: Sommar, Johan N., Segersson, David, Flanagan, Erin, Oudin, Anna
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2023
Subjects:
Online Access:https://lup.lub.lu.se/record/48c4ba53-a212-480b-9164-750885555352
https://doi.org/10.1016/j.envres.2022.114833
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spelling ftulundlup:oai:lup.lub.lu.se:48c4ba53-a212-480b-9164-750885555352 2024-05-12T08:08:58+00:00 Long-term residential exposure to source-specific particulate matter and incidence of diabetes mellitus — A cohort study in northern Sweden Sommar, Johan N. Segersson, David Flanagan, Erin Oudin, Anna 2023-01-15 https://lup.lub.lu.se/record/48c4ba53-a212-480b-9164-750885555352 https://doi.org/10.1016/j.envres.2022.114833 eng eng Elsevier https://lup.lub.lu.se/record/48c4ba53-a212-480b-9164-750885555352 http://dx.doi.org/10.1016/j.envres.2022.114833 pmid:36402182 scopus:85145580527 Environmental Research; 217, no 114833 (2023) ISSN: 0013-9351 Environmental Health and Occupational Health Air pollution Cohort Diabetes mellitus Exhaust Particulate matter Traffic emissions contributiontojournal/article info:eu-repo/semantics/article text 2023 ftulundlup https://doi.org/10.1016/j.envres.2022.114833 2024-04-17T14:16:17Z Diabetes mellitus (DM) incidence have been assessed in connection with air pollution exposure in several studies; however, few have investigated associations with source-specific local emissions. This study aims to estimate the risk of DM incidence associated with source-specific air pollution in a Swedish cohort with relatively low exposure. Individuals in the Västerbotten intervention programme cohort were followed until either a DM diagnosis or initiation of treatment with glucose-lowering medication occurred. Dispersion models with high spatial resolution were used to estimate annual mean concentrations of particulate matter (PM) with aerodynamic diameter ≤10 μm (PM10) and ≤2.5 μm (PM2.5) at individual addresses. Hazard ratios were estimated using Cox regression models in relation to moving averages 1–5 years preceding the outcome. During the study period, 1479 incident cases of DM were observed during 261,703 person-years of follow-up. Increased incidence of DM was observed in association with PM10 (4% [95% CI: -54–137%] per 10 μg/m3), PM10-traffic (2% [95% CI: -6–11%] per 1 μg/m3) and PM2.5-exhaust (11% [95% CI: -39–103%] per 1 μg/m3). A negative association was found for both PM2.5 (-18% [95% CI: -99–66%] per 5 μg/m3), but only in the 2nd exposure tertile (-10% [95% CI: -25–9%] compared to the first tertile), and PM2.5-woodburning (-30% [95% CI: -49–4%] per 1 μg/m3). In two-pollutant models including PM2.5-woodburning, there was an 11% [95% CI: -11–38%], 6% [95% CI: -16–34%], 13% [95% CI: -7–36%] and 17% [95% CI: 4–41%] higher risk in the 3rd tertile of PM10, PM2.5, PM10-traffic and PM2.5-exhaust, respectively, compared to the 1st. Although the results lacked in precision they are generally in line with the current evidence detailing particulate matter air pollution from traffic as an environmental risk factor for DM. Article in Journal/Newspaper Northern Sweden Lund University Publications (LUP) Environmental Research 217 114833
institution Open Polar
collection Lund University Publications (LUP)
op_collection_id ftulundlup
language English
topic Environmental Health and Occupational Health
Air pollution
Cohort
Diabetes mellitus
Exhaust
Particulate matter
Traffic emissions
spellingShingle Environmental Health and Occupational Health
Air pollution
Cohort
Diabetes mellitus
Exhaust
Particulate matter
Traffic emissions
Sommar, Johan N.
Segersson, David
Flanagan, Erin
Oudin, Anna
Long-term residential exposure to source-specific particulate matter and incidence of diabetes mellitus — A cohort study in northern Sweden
topic_facet Environmental Health and Occupational Health
Air pollution
Cohort
Diabetes mellitus
Exhaust
Particulate matter
Traffic emissions
description Diabetes mellitus (DM) incidence have been assessed in connection with air pollution exposure in several studies; however, few have investigated associations with source-specific local emissions. This study aims to estimate the risk of DM incidence associated with source-specific air pollution in a Swedish cohort with relatively low exposure. Individuals in the Västerbotten intervention programme cohort were followed until either a DM diagnosis or initiation of treatment with glucose-lowering medication occurred. Dispersion models with high spatial resolution were used to estimate annual mean concentrations of particulate matter (PM) with aerodynamic diameter ≤10 μm (PM10) and ≤2.5 μm (PM2.5) at individual addresses. Hazard ratios were estimated using Cox regression models in relation to moving averages 1–5 years preceding the outcome. During the study period, 1479 incident cases of DM were observed during 261,703 person-years of follow-up. Increased incidence of DM was observed in association with PM10 (4% [95% CI: -54–137%] per 10 μg/m3), PM10-traffic (2% [95% CI: -6–11%] per 1 μg/m3) and PM2.5-exhaust (11% [95% CI: -39–103%] per 1 μg/m3). A negative association was found for both PM2.5 (-18% [95% CI: -99–66%] per 5 μg/m3), but only in the 2nd exposure tertile (-10% [95% CI: -25–9%] compared to the first tertile), and PM2.5-woodburning (-30% [95% CI: -49–4%] per 1 μg/m3). In two-pollutant models including PM2.5-woodburning, there was an 11% [95% CI: -11–38%], 6% [95% CI: -16–34%], 13% [95% CI: -7–36%] and 17% [95% CI: 4–41%] higher risk in the 3rd tertile of PM10, PM2.5, PM10-traffic and PM2.5-exhaust, respectively, compared to the 1st. Although the results lacked in precision they are generally in line with the current evidence detailing particulate matter air pollution from traffic as an environmental risk factor for DM.
format Article in Journal/Newspaper
author Sommar, Johan N.
Segersson, David
Flanagan, Erin
Oudin, Anna
author_facet Sommar, Johan N.
Segersson, David
Flanagan, Erin
Oudin, Anna
author_sort Sommar, Johan N.
title Long-term residential exposure to source-specific particulate matter and incidence of diabetes mellitus — A cohort study in northern Sweden
title_short Long-term residential exposure to source-specific particulate matter and incidence of diabetes mellitus — A cohort study in northern Sweden
title_full Long-term residential exposure to source-specific particulate matter and incidence of diabetes mellitus — A cohort study in northern Sweden
title_fullStr Long-term residential exposure to source-specific particulate matter and incidence of diabetes mellitus — A cohort study in northern Sweden
title_full_unstemmed Long-term residential exposure to source-specific particulate matter and incidence of diabetes mellitus — A cohort study in northern Sweden
title_sort long-term residential exposure to source-specific particulate matter and incidence of diabetes mellitus — a cohort study in northern sweden
publisher Elsevier
publishDate 2023
url https://lup.lub.lu.se/record/48c4ba53-a212-480b-9164-750885555352
https://doi.org/10.1016/j.envres.2022.114833
genre Northern Sweden
genre_facet Northern Sweden
op_source Environmental Research; 217, no 114833 (2023)
ISSN: 0013-9351
op_relation https://lup.lub.lu.se/record/48c4ba53-a212-480b-9164-750885555352
http://dx.doi.org/10.1016/j.envres.2022.114833
pmid:36402182
scopus:85145580527
op_doi https://doi.org/10.1016/j.envres.2022.114833
container_title Environmental Research
container_volume 217
container_start_page 114833
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