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Traffic-related air pollution increased the risk of Parkinson's disease in Taiwan: A nationwide study
Ambient air pollution has been associated with many health conditions, but little is known about its effects on neurodegenerative diseases, such as Parkinson's disease (PD). In this study, we investigated the influence of ambient air pollution on PD in a nationwide population-based case–control...
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Published in: | Environment international 2016-11, Vol.96, p.75-81 |
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container_title | Environment international |
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creator | Lee, Pei-Chen Liu, Li-Ling Sun, Yu Chen, Yu-An Liu, Chih-Ching Li, Chung-Yi Yu, Hwa-Lung Ritz, Beate |
description | Ambient air pollution has been associated with many health conditions, but little is known about its effects on neurodegenerative diseases, such as Parkinson's disease (PD). In this study, we investigated the influence of ambient air pollution on PD in a nationwide population-based case–control study in Taiwan.
We identified 11,117 incident PD patients between 2007 and 2009 from the Taiwanese National Health Insurance Research Database and selected 44,468 age- and gender-matched population controls from the longitudinal health insurance database. The average ambient pollutant exposure concentrations from 1998 through the onset of PD were estimated using quantile-based Bayesian Maximum Entropy models. Basing from logistic regression models, we estimated the odds ratios (ORs) and 95% confidence intervals (CIs) of ambient pollutant exposures and PD risk.
We observed positive associations between NOx, CO exposures, and PD. In multi-pollutant models, for NOx and CO above the 75th percentile exposure compared with the lowest percentile, the ORs of PD were 1.37 (95% CI=1.23–1.52) and 1.17 (95% CI=1.07–1.27), respectively.
This study suggests that ambient air pollution exposure, especially from traffic-related pollutants such as NOx and CO, increases PD risk in the Taiwanese population.
•Traffic-related pollutants NOx and CO increase the risk of PD.•High levels of coarse particles contribute to the increased risk of PD.•Traffic-related air pollution may adversely affect the aging brain. |
doi_str_mv | 10.1016/j.envint.2016.08.017 |
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We identified 11,117 incident PD patients between 2007 and 2009 from the Taiwanese National Health Insurance Research Database and selected 44,468 age- and gender-matched population controls from the longitudinal health insurance database. The average ambient pollutant exposure concentrations from 1998 through the onset of PD were estimated using quantile-based Bayesian Maximum Entropy models. Basing from logistic regression models, we estimated the odds ratios (ORs) and 95% confidence intervals (CIs) of ambient pollutant exposures and PD risk.
We observed positive associations between NOx, CO exposures, and PD. In multi-pollutant models, for NOx and CO above the 75th percentile exposure compared with the lowest percentile, the ORs of PD were 1.37 (95% CI=1.23–1.52) and 1.17 (95% CI=1.07–1.27), respectively.
This study suggests that ambient air pollution exposure, especially from traffic-related pollutants such as NOx and CO, increases PD risk in the Taiwanese population.
•Traffic-related pollutants NOx and CO increase the risk of PD.•High levels of coarse particles contribute to the increased risk of PD.•Traffic-related air pollution may adversely affect the aging brain.</description><identifier>ISSN: 0160-4120</identifier><identifier>EISSN: 1873-6750</identifier><identifier>DOI: 10.1016/j.envint.2016.08.017</identifier><identifier>PMID: 27614945</identifier><language>eng</language><publisher>Netherlands: Elsevier Ltd</publisher><subject>Aged ; Aged, 80 and over ; Air Pollutants - adverse effects ; Air Pollutants - analysis ; Air Pollution - adverse effects ; Air Pollution - analysis ; Ambient air pollution ; Bayes Theorem ; Case-Control Studies ; Environmental Exposure - adverse effects ; Environmental Exposure - analysis ; Female ; Humans ; Male ; Middle Aged ; Parkinson Disease - epidemiology ; Parkinson Disease - etiology ; Parkinson's disease ; Research Design ; Risk Factors ; Taiwan - epidemiology ; Vehicle Emissions - toxicity</subject><ispartof>Environment international, 2016-11, Vol.96, p.75-81</ispartof><rights>2016 Elsevier Ltd</rights><rights>Copyright © 2016 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c395t-add551aa96c0c4f111bf05590847fb54b18fc42d6dd7eb7c11330e8c7da1c6f33</citedby><cites>FETCH-LOGICAL-c395t-add551aa96c0c4f111bf05590847fb54b18fc42d6dd7eb7c11330e8c7da1c6f33</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27614945$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lee, Pei-Chen</creatorcontrib><creatorcontrib>Liu, Li-Ling</creatorcontrib><creatorcontrib>Sun, Yu</creatorcontrib><creatorcontrib>Chen, Yu-An</creatorcontrib><creatorcontrib>Liu, Chih-Ching</creatorcontrib><creatorcontrib>Li, Chung-Yi</creatorcontrib><creatorcontrib>Yu, Hwa-Lung</creatorcontrib><creatorcontrib>Ritz, Beate</creatorcontrib><title>Traffic-related air pollution increased the risk of Parkinson's disease in Taiwan: A nationwide study</title><title>Environment international</title><addtitle>Environ Int</addtitle><description>Ambient air pollution has been associated with many health conditions, but little is known about its effects on neurodegenerative diseases, such as Parkinson's disease (PD). In this study, we investigated the influence of ambient air pollution on PD in a nationwide population-based case–control study in Taiwan.
We identified 11,117 incident PD patients between 2007 and 2009 from the Taiwanese National Health Insurance Research Database and selected 44,468 age- and gender-matched population controls from the longitudinal health insurance database. The average ambient pollutant exposure concentrations from 1998 through the onset of PD were estimated using quantile-based Bayesian Maximum Entropy models. Basing from logistic regression models, we estimated the odds ratios (ORs) and 95% confidence intervals (CIs) of ambient pollutant exposures and PD risk.
We observed positive associations between NOx, CO exposures, and PD. In multi-pollutant models, for NOx and CO above the 75th percentile exposure compared with the lowest percentile, the ORs of PD were 1.37 (95% CI=1.23–1.52) and 1.17 (95% CI=1.07–1.27), respectively.
This study suggests that ambient air pollution exposure, especially from traffic-related pollutants such as NOx and CO, increases PD risk in the Taiwanese population.
•Traffic-related pollutants NOx and CO increase the risk of PD.•High levels of coarse particles contribute to the increased risk of PD.•Traffic-related air pollution may adversely affect the aging brain.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Air Pollutants - adverse effects</subject><subject>Air Pollutants - analysis</subject><subject>Air Pollution - adverse effects</subject><subject>Air Pollution - analysis</subject><subject>Ambient air pollution</subject><subject>Bayes Theorem</subject><subject>Case-Control Studies</subject><subject>Environmental Exposure - adverse effects</subject><subject>Environmental Exposure - analysis</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Parkinson Disease - epidemiology</subject><subject>Parkinson Disease - etiology</subject><subject>Parkinson's disease</subject><subject>Research Design</subject><subject>Risk Factors</subject><subject>Taiwan - epidemiology</subject><subject>Vehicle Emissions - toxicity</subject><issn>0160-4120</issn><issn>1873-6750</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqNkcFuFDEMhiNERbeFN0AoN7jMYM8kkywHpKqiBalSOSznKJM4ItvZzJLMtOrbM9stHBEny_b325Z_xt4i1AjYfdzWlO5jmupmyWrQNaB6wVaoVVt1SsJLtloaUAls4JSdlbIFgEZo-YqdNqpDsRZyxWiTbQjRVZkGO5HnNma-H4dhnuKYeEwuky1LffpJPMdyx8fAv9t8F1MZ0_vCfSwHYCH5xsYHmz7xC57sQf0QPfEyzf7xNTsJdij05jmesx9XXzaXX6ub2-tvlxc3lWvXcqqs91KitevOgRMBEfsAUq5BCxV6KXrUwYnGd94r6pVDbFsg7ZS36LrQtufsw3HuPo-_ZiqT2cXiaBhsonEuBnWrWpSNbP4HXW7pNKoFFUfU5bGUTMHsc9zZ_GgQzMELszVHL8zBCwPawJPs3fOGud-R_yv68_wF-HwEaHnJfaRsiouUHPmYyU3Gj_HfG34DA5ydLw</recordid><startdate>201611</startdate><enddate>201611</enddate><creator>Lee, Pei-Chen</creator><creator>Liu, Li-Ling</creator><creator>Sun, Yu</creator><creator>Chen, Yu-An</creator><creator>Liu, Chih-Ching</creator><creator>Li, Chung-Yi</creator><creator>Yu, Hwa-Lung</creator><creator>Ritz, Beate</creator><general>Elsevier Ltd</general><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>7X8</scope><scope>7ST</scope><scope>7TV</scope><scope>7U7</scope><scope>C1K</scope><scope>SOI</scope></search><sort><creationdate>201611</creationdate><title>Traffic-related air pollution increased the risk of Parkinson's disease in Taiwan: A nationwide study</title><author>Lee, Pei-Chen ; Liu, Li-Ling ; Sun, Yu ; Chen, Yu-An ; Liu, Chih-Ching ; Li, Chung-Yi ; Yu, Hwa-Lung ; Ritz, Beate</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c395t-add551aa96c0c4f111bf05590847fb54b18fc42d6dd7eb7c11330e8c7da1c6f33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Air Pollutants - adverse effects</topic><topic>Air Pollutants - analysis</topic><topic>Air Pollution - adverse effects</topic><topic>Air Pollution - analysis</topic><topic>Ambient air pollution</topic><topic>Bayes Theorem</topic><topic>Case-Control Studies</topic><topic>Environmental Exposure - adverse effects</topic><topic>Environmental Exposure - analysis</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Parkinson Disease - epidemiology</topic><topic>Parkinson Disease - etiology</topic><topic>Parkinson's disease</topic><topic>Research Design</topic><topic>Risk Factors</topic><topic>Taiwan - epidemiology</topic><topic>Vehicle Emissions - toxicity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lee, Pei-Chen</creatorcontrib><creatorcontrib>Liu, Li-Ling</creatorcontrib><creatorcontrib>Sun, Yu</creatorcontrib><creatorcontrib>Chen, Yu-An</creatorcontrib><creatorcontrib>Liu, Chih-Ching</creatorcontrib><creatorcontrib>Li, Chung-Yi</creatorcontrib><creatorcontrib>Yu, Hwa-Lung</creatorcontrib><creatorcontrib>Ritz, Beate</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Environment Abstracts</collection><collection>Pollution Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Environment Abstracts</collection><jtitle>Environment international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lee, Pei-Chen</au><au>Liu, Li-Ling</au><au>Sun, Yu</au><au>Chen, Yu-An</au><au>Liu, Chih-Ching</au><au>Li, Chung-Yi</au><au>Yu, Hwa-Lung</au><au>Ritz, Beate</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Traffic-related air pollution increased the risk of Parkinson's disease in Taiwan: A nationwide study</atitle><jtitle>Environment international</jtitle><addtitle>Environ Int</addtitle><date>2016-11</date><risdate>2016</risdate><volume>96</volume><spage>75</spage><epage>81</epage><pages>75-81</pages><issn>0160-4120</issn><eissn>1873-6750</eissn><abstract>Ambient air pollution has been associated with many health conditions, but little is known about its effects on neurodegenerative diseases, such as Parkinson's disease (PD). In this study, we investigated the influence of ambient air pollution on PD in a nationwide population-based case–control study in Taiwan.
We identified 11,117 incident PD patients between 2007 and 2009 from the Taiwanese National Health Insurance Research Database and selected 44,468 age- and gender-matched population controls from the longitudinal health insurance database. The average ambient pollutant exposure concentrations from 1998 through the onset of PD were estimated using quantile-based Bayesian Maximum Entropy models. Basing from logistic regression models, we estimated the odds ratios (ORs) and 95% confidence intervals (CIs) of ambient pollutant exposures and PD risk.
We observed positive associations between NOx, CO exposures, and PD. In multi-pollutant models, for NOx and CO above the 75th percentile exposure compared with the lowest percentile, the ORs of PD were 1.37 (95% CI=1.23–1.52) and 1.17 (95% CI=1.07–1.27), respectively.
This study suggests that ambient air pollution exposure, especially from traffic-related pollutants such as NOx and CO, increases PD risk in the Taiwanese population.
•Traffic-related pollutants NOx and CO increase the risk of PD.•High levels of coarse particles contribute to the increased risk of PD.•Traffic-related air pollution may adversely affect the aging brain.</abstract><cop>Netherlands</cop><pub>Elsevier Ltd</pub><pmid>27614945</pmid><doi>10.1016/j.envint.2016.08.017</doi><tpages>7</tpages></addata></record> |
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subjects | Aged Aged, 80 and over Air Pollutants - adverse effects Air Pollutants - analysis Air Pollution - adverse effects Air Pollution - analysis Ambient air pollution Bayes Theorem Case-Control Studies Environmental Exposure - adverse effects Environmental Exposure - analysis Female Humans Male Middle Aged Parkinson Disease - epidemiology Parkinson Disease - etiology Parkinson's disease Research Design Risk Factors Taiwan - epidemiology Vehicle Emissions - toxicity |
title | Traffic-related air pollution increased the risk of Parkinson's disease in Taiwan: A nationwide study |
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