The Relationship Between Diabetes Mellitus and Traffic-Related Air Pollution
Objective: Air pollution is associated with an increased risk for cardiovascular events. Many of the biological pathways involved could also promote diabetes mellitus (DM). We therefore investigated the association between DM prevalence and exposure to traffic-related air pollution (nitrogen dioxide...
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Veröffentlicht in: | Journal of occupational and environmental medicine 2008-01, Vol.50 (1), p.32-38 |
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description | Objective: Air pollution is associated with an increased risk for cardiovascular events. Many of the biological pathways involved could also promote diabetes mellitus (DM). We therefore investigated the association between DM prevalence and exposure to traffic-related air pollution (nitrogen dioxide [NO₂]). Methods: Study participants were patients who attended two respiratory clinics in Hamilton (n = 5228) and Toronto (n = 2406). The diagnosis of DM was ascertained by linkage to administrative databases of the Ontario universal Health Insurance Plan for patients aged 40 years and above. Geographic Information systems methodology was used to assign individual estimates of NO₂ based on a network of samplers in each city. Logistic regression was used to estimate the relations between NO₂ exposures and the odds of DM diagnosis. Results: After adjusting for age, body mass index, and neighborhood income there were positive effects in women on the odds ratio for DM for each 1 ppb NO₂ exposure in Toronto (OR 1.055, 95% CI: 0.99 to 1.11) and Hamilton (OR 1.029, 95% CI: 0.98 to 1.08). In a meta-analytic model including both cities, there was a significant effect in women (OR = 1.04; 95% CI: 1.00 to 1.08). Across the inter-quartile range (~4 ppb NO₂) there was nearly a 17% increase in the odds of DM for women. There were no positive associations among men. Conclusions: Exposure to NO₂, a marker of traffic-related air pollutants, was associated with DM prevalence among women. Exposure estimate errors in men may explain the apparent gender difference. These results suggest that common air pollutants are associated with DM and warrant more investigation to determine if this is a cause-and-effect relationship. |
doi_str_mv | 10.1097/JOM.0b013e31815dba70 |
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Many of the biological pathways involved could also promote diabetes mellitus (DM). We therefore investigated the association between DM prevalence and exposure to traffic-related air pollution (nitrogen dioxide [NO₂]). Methods: Study participants were patients who attended two respiratory clinics in Hamilton (n = 5228) and Toronto (n = 2406). The diagnosis of DM was ascertained by linkage to administrative databases of the Ontario universal Health Insurance Plan for patients aged 40 years and above. Geographic Information systems methodology was used to assign individual estimates of NO₂ based on a network of samplers in each city. Logistic regression was used to estimate the relations between NO₂ exposures and the odds of DM diagnosis. Results: After adjusting for age, body mass index, and neighborhood income there were positive effects in women on the odds ratio for DM for each 1 ppb NO₂ exposure in Toronto (OR 1.055, 95% CI: 0.99 to 1.11) and Hamilton (OR 1.029, 95% CI: 0.98 to 1.08). In a meta-analytic model including both cities, there was a significant effect in women (OR = 1.04; 95% CI: 1.00 to 1.08). Across the inter-quartile range (~4 ppb NO₂) there was nearly a 17% increase in the odds of DM for women. There were no positive associations among men. Conclusions: Exposure to NO₂, a marker of traffic-related air pollutants, was associated with DM prevalence among women. Exposure estimate errors in men may explain the apparent gender difference. These results suggest that common air pollutants are associated with DM and warrant more investigation to determine if this is a cause-and-effect relationship.</description><identifier>ISSN: 1076-2752</identifier><identifier>EISSN: 1536-5948</identifier><identifier>DOI: 10.1097/JOM.0b013e31815dba70</identifier><identifier>PMID: 18188079</identifier><identifier>CODEN: JOEMFM</identifier><language>eng</language><publisher>Hagerstown, MD: Lippincott Williams & Wilkins</publisher><subject>Adult ; Aged ; Air ; Air Pollutants - adverse effects ; Air Pollutants - analysis ; Air pollution ; Biological and medical sciences ; Case-Control Studies ; Correlation analysis ; Diabetes ; Diabetes Mellitus - etiology ; Diabetes. Impaired glucose tolerance ; Endocrine pancreas. Apud cells (diseases) ; Endocrinopathies ; Environmental Exposure - analysis ; Environmental pollutants toxicology ; Etiopathogenesis. Screening. Investigations. Target tissue resistance ; Female ; Gender differences ; Health insurance ; Humans ; Logistic Models ; Male ; Medical sciences ; Middle Aged ; Nitrogen dioxide ; Nitrogen Dioxide - analysis ; ORIGINAL ARTICLES ; Regression analysis ; Risk factors ; Sex Factors ; Toxicology ; Vehicle Emissions</subject><ispartof>Journal of occupational and environmental medicine, 2008-01, Vol.50 (1), p.32-38</ispartof><rights>Copyright © 2008 American College of Occupational and Environmental Medicine</rights><rights>2008The American College of Occupational and Environmental Medicine</rights><rights>2008 INIST-CNRS</rights><rights>Copyright Lippincott Williams & Wilkins Jan 2008</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4601-d83967c86a21ee4aa8bf8b10b1b11042b9440fab1d263fd425fec017f12ba453</citedby><cites>FETCH-LOGICAL-c4601-d83967c86a21ee4aa8bf8b10b1b11042b9440fab1d263fd425fec017f12ba453</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/44997613$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/44997613$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>314,780,784,803,4024,27923,27924,27925,58017,58250</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=20009920$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/18188079$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Brook, Robert D.</creatorcontrib><creatorcontrib>Jerrett, Michael</creatorcontrib><creatorcontrib>Brook, Jeffrey R.</creatorcontrib><creatorcontrib>Bard, Robert L.</creatorcontrib><creatorcontrib>Finkelstein, Murray M.</creatorcontrib><title>The Relationship Between Diabetes Mellitus and Traffic-Related Air Pollution</title><title>Journal of occupational and environmental medicine</title><addtitle>J Occup Environ Med</addtitle><description>Objective: Air pollution is associated with an increased risk for cardiovascular events. Many of the biological pathways involved could also promote diabetes mellitus (DM). We therefore investigated the association between DM prevalence and exposure to traffic-related air pollution (nitrogen dioxide [NO₂]). Methods: Study participants were patients who attended two respiratory clinics in Hamilton (n = 5228) and Toronto (n = 2406). The diagnosis of DM was ascertained by linkage to administrative databases of the Ontario universal Health Insurance Plan for patients aged 40 years and above. Geographic Information systems methodology was used to assign individual estimates of NO₂ based on a network of samplers in each city. Logistic regression was used to estimate the relations between NO₂ exposures and the odds of DM diagnosis. Results: After adjusting for age, body mass index, and neighborhood income there were positive effects in women on the odds ratio for DM for each 1 ppb NO₂ exposure in Toronto (OR 1.055, 95% CI: 0.99 to 1.11) and Hamilton (OR 1.029, 95% CI: 0.98 to 1.08). In a meta-analytic model including both cities, there was a significant effect in women (OR = 1.04; 95% CI: 1.00 to 1.08). Across the inter-quartile range (~4 ppb NO₂) there was nearly a 17% increase in the odds of DM for women. There were no positive associations among men. Conclusions: Exposure to NO₂, a marker of traffic-related air pollutants, was associated with DM prevalence among women. Exposure estimate errors in men may explain the apparent gender difference. These results suggest that common air pollutants are associated with DM and warrant more investigation to determine if this is a cause-and-effect relationship.</description><subject>Adult</subject><subject>Aged</subject><subject>Air</subject><subject>Air Pollutants - adverse effects</subject><subject>Air Pollutants - analysis</subject><subject>Air pollution</subject><subject>Biological and medical sciences</subject><subject>Case-Control Studies</subject><subject>Correlation analysis</subject><subject>Diabetes</subject><subject>Diabetes Mellitus - etiology</subject><subject>Diabetes. Impaired glucose tolerance</subject><subject>Endocrine pancreas. Apud cells (diseases)</subject><subject>Endocrinopathies</subject><subject>Environmental Exposure - analysis</subject><subject>Environmental pollutants toxicology</subject><subject>Etiopathogenesis. Screening. Investigations. Target tissue resistance</subject><subject>Female</subject><subject>Gender differences</subject><subject>Health insurance</subject><subject>Humans</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Nitrogen dioxide</subject><subject>Nitrogen Dioxide - analysis</subject><subject>ORIGINAL ARTICLES</subject><subject>Regression analysis</subject><subject>Risk factors</subject><subject>Sex Factors</subject><subject>Toxicology</subject><subject>Vehicle Emissions</subject><issn>1076-2752</issn><issn>1536-5948</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2008</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkF1v0zAUhiMEYmPwDwBFSHCXcY7jz8sxYAN1GkK9t-zkWE1Jk85OVO3fz6XVJu3Csi09zzmv3qJ4j3COYNTX37c35-ABa6pRo2i9U_CiOEVRy0oYrl_mNyhZMSXYSfEmpTUACgTxujjJgtagzGmxWK6o_Eu9m7pxSKtuW36jaUc0lN8752miVN5Q33fTnEo3tOUyuhC6pvqvUFtedLH8M_b9vPffFq-C6xO9O95nxfLnj-XldbW4vfp1ebGoGi4Bq1bXRqpGS8eQiDunfdAewaNHBM684RyC89gyWYeWMxGoAVQBmXdc1GfFl8PYbRzvZkqT3XSpySndQOOcLBrBtJA6g5-egetxjkOOZhkyaTRTmCF-gJo4phQp2G3sNi7eWwS7b9rmpu3zprP28Th79htqn6RjtRn4fARcalwfohuaLj1yDACMYfC0fzf2E8X0r593FO2KXD-tbKZ4rSSvMq8B87fKB_exPxy0dZrG-DiWc2OUxLp-AFfJn6s</recordid><startdate>20080101</startdate><enddate>20080101</enddate><creator>Brook, Robert D.</creator><creator>Jerrett, Michael</creator><creator>Brook, Jeffrey R.</creator><creator>Bard, Robert L.</creator><creator>Finkelstein, Murray M.</creator><general>Lippincott Williams & Wilkins</general><general>The American College of Occupational and Environmental Medicine</general><general>Lippincott Williams & Wilkins Ovid Technologies</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T2</scope><scope>7U7</scope><scope>7U9</scope><scope>C1K</scope><scope>H94</scope><scope>K9.</scope><scope>7TV</scope><scope>7U1</scope><scope>7U2</scope></search><sort><creationdate>20080101</creationdate><title>The Relationship Between Diabetes Mellitus and Traffic-Related Air Pollution</title><author>Brook, Robert D. ; Jerrett, Michael ; Brook, Jeffrey R. ; Bard, Robert L. ; Finkelstein, Murray M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4601-d83967c86a21ee4aa8bf8b10b1b11042b9440fab1d263fd425fec017f12ba453</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Air</topic><topic>Air Pollutants - adverse effects</topic><topic>Air Pollutants - analysis</topic><topic>Air pollution</topic><topic>Biological and medical sciences</topic><topic>Case-Control Studies</topic><topic>Correlation analysis</topic><topic>Diabetes</topic><topic>Diabetes Mellitus - etiology</topic><topic>Diabetes. Impaired glucose tolerance</topic><topic>Endocrine pancreas. Apud cells (diseases)</topic><topic>Endocrinopathies</topic><topic>Environmental Exposure - analysis</topic><topic>Environmental pollutants toxicology</topic><topic>Etiopathogenesis. Screening. Investigations. Target tissue resistance</topic><topic>Female</topic><topic>Gender differences</topic><topic>Health insurance</topic><topic>Humans</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Nitrogen dioxide</topic><topic>Nitrogen Dioxide - analysis</topic><topic>ORIGINAL ARTICLES</topic><topic>Regression analysis</topic><topic>Risk factors</topic><topic>Sex Factors</topic><topic>Toxicology</topic><topic>Vehicle Emissions</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Brook, Robert D.</creatorcontrib><creatorcontrib>Jerrett, Michael</creatorcontrib><creatorcontrib>Brook, Jeffrey R.</creatorcontrib><creatorcontrib>Bard, Robert L.</creatorcontrib><creatorcontrib>Finkelstein, Murray M.</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Pollution Abstracts</collection><collection>Risk Abstracts</collection><collection>Safety Science and Risk</collection><jtitle>Journal of occupational and environmental medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Brook, Robert D.</au><au>Jerrett, Michael</au><au>Brook, Jeffrey R.</au><au>Bard, Robert L.</au><au>Finkelstein, Murray M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Relationship Between Diabetes Mellitus and Traffic-Related Air Pollution</atitle><jtitle>Journal of occupational and environmental medicine</jtitle><addtitle>J Occup Environ Med</addtitle><date>2008-01-01</date><risdate>2008</risdate><volume>50</volume><issue>1</issue><spage>32</spage><epage>38</epage><pages>32-38</pages><issn>1076-2752</issn><eissn>1536-5948</eissn><coden>JOEMFM</coden><abstract>Objective: Air pollution is associated with an increased risk for cardiovascular events. Many of the biological pathways involved could also promote diabetes mellitus (DM). We therefore investigated the association between DM prevalence and exposure to traffic-related air pollution (nitrogen dioxide [NO₂]). Methods: Study participants were patients who attended two respiratory clinics in Hamilton (n = 5228) and Toronto (n = 2406). The diagnosis of DM was ascertained by linkage to administrative databases of the Ontario universal Health Insurance Plan for patients aged 40 years and above. Geographic Information systems methodology was used to assign individual estimates of NO₂ based on a network of samplers in each city. Logistic regression was used to estimate the relations between NO₂ exposures and the odds of DM diagnosis. Results: After adjusting for age, body mass index, and neighborhood income there were positive effects in women on the odds ratio for DM for each 1 ppb NO₂ exposure in Toronto (OR 1.055, 95% CI: 0.99 to 1.11) and Hamilton (OR 1.029, 95% CI: 0.98 to 1.08). In a meta-analytic model including both cities, there was a significant effect in women (OR = 1.04; 95% CI: 1.00 to 1.08). Across the inter-quartile range (~4 ppb NO₂) there was nearly a 17% increase in the odds of DM for women. There were no positive associations among men. Conclusions: Exposure to NO₂, a marker of traffic-related air pollutants, was associated with DM prevalence among women. Exposure estimate errors in men may explain the apparent gender difference. These results suggest that common air pollutants are associated with DM and warrant more investigation to determine if this is a cause-and-effect relationship.</abstract><cop>Hagerstown, MD</cop><pub>Lippincott Williams & Wilkins</pub><pmid>18188079</pmid><doi>10.1097/JOM.0b013e31815dba70</doi><tpages>7</tpages></addata></record> |
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subjects | Adult Aged Air Air Pollutants - adverse effects Air Pollutants - analysis Air pollution Biological and medical sciences Case-Control Studies Correlation analysis Diabetes Diabetes Mellitus - etiology Diabetes. Impaired glucose tolerance Endocrine pancreas. Apud cells (diseases) Endocrinopathies Environmental Exposure - analysis Environmental pollutants toxicology Etiopathogenesis. Screening. Investigations. Target tissue resistance Female Gender differences Health insurance Humans Logistic Models Male Medical sciences Middle Aged Nitrogen dioxide Nitrogen Dioxide - analysis ORIGINAL ARTICLES Regression analysis Risk factors Sex Factors Toxicology Vehicle Emissions |
title | The Relationship Between Diabetes Mellitus and Traffic-Related Air Pollution |
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