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Spatial Analysis of Ambient PM(2.5) Exposure and Bladder Cancer Mortality in Taiwan
Fine particulate matter (PM(2.5)) is an air pollutant that is receiving intense regulatory attention in Taiwan. In previous studies, the effect of air pollution on bladder cancer has been explored. This study was conducted to elucidate the effect of atmospheric PM(2.5) and other local risk factors o...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5451959/ https://www.ncbi.nlm.nih.gov/pubmed/28489042 http://dx.doi.org/10.3390/ijerph14050508 |
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author | Yeh, Hsin-Ling Hsu, Shang-Wei Chang, Yu-Chia Chan, Ta-Chien Tsou, Hui-Chen Chang, Yen-Chen Chiang, Po-Huang |
author_facet | Yeh, Hsin-Ling Hsu, Shang-Wei Chang, Yu-Chia Chan, Ta-Chien Tsou, Hui-Chen Chang, Yen-Chen Chiang, Po-Huang |
author_sort | Yeh, Hsin-Ling |
collection | PubMed |
description | Fine particulate matter (PM(2.5)) is an air pollutant that is receiving intense regulatory attention in Taiwan. In previous studies, the effect of air pollution on bladder cancer has been explored. This study was conducted to elucidate the effect of atmospheric PM(2.5) and other local risk factors on bladder cancer mortality based on available 13-year mortality data. Geographically weighted regression (GWR) was applied to estimate and interpret the spatial variability of the relationships between bladder cancer mortality and ambient PM(2.5) concentrations, and other variables were covariates used to adjust for the effect of PM(2.5). After applying a GWR model, the concentration of ambient PM(2.5) showed a positive correlation with bladder cancer mortality in males in northern Taiwan and females in most of the townships in Taiwan. This is the first time PM(2.5) has been identified as a risk factor for bladder cancer based on the statistical evidence provided by GWR analysis. |
format | Online Article Text |
id | pubmed-5451959 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-54519592017-06-05 Spatial Analysis of Ambient PM(2.5) Exposure and Bladder Cancer Mortality in Taiwan Yeh, Hsin-Ling Hsu, Shang-Wei Chang, Yu-Chia Chan, Ta-Chien Tsou, Hui-Chen Chang, Yen-Chen Chiang, Po-Huang Int J Environ Res Public Health Article Fine particulate matter (PM(2.5)) is an air pollutant that is receiving intense regulatory attention in Taiwan. In previous studies, the effect of air pollution on bladder cancer has been explored. This study was conducted to elucidate the effect of atmospheric PM(2.5) and other local risk factors on bladder cancer mortality based on available 13-year mortality data. Geographically weighted regression (GWR) was applied to estimate and interpret the spatial variability of the relationships between bladder cancer mortality and ambient PM(2.5) concentrations, and other variables were covariates used to adjust for the effect of PM(2.5). After applying a GWR model, the concentration of ambient PM(2.5) showed a positive correlation with bladder cancer mortality in males in northern Taiwan and females in most of the townships in Taiwan. This is the first time PM(2.5) has been identified as a risk factor for bladder cancer based on the statistical evidence provided by GWR analysis. MDPI 2017-05-10 2017-05 /pmc/articles/PMC5451959/ /pubmed/28489042 http://dx.doi.org/10.3390/ijerph14050508 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Yeh, Hsin-Ling Hsu, Shang-Wei Chang, Yu-Chia Chan, Ta-Chien Tsou, Hui-Chen Chang, Yen-Chen Chiang, Po-Huang Spatial Analysis of Ambient PM(2.5) Exposure and Bladder Cancer Mortality in Taiwan |
title | Spatial Analysis of Ambient PM(2.5) Exposure and Bladder Cancer Mortality in Taiwan |
title_full | Spatial Analysis of Ambient PM(2.5) Exposure and Bladder Cancer Mortality in Taiwan |
title_fullStr | Spatial Analysis of Ambient PM(2.5) Exposure and Bladder Cancer Mortality in Taiwan |
title_full_unstemmed | Spatial Analysis of Ambient PM(2.5) Exposure and Bladder Cancer Mortality in Taiwan |
title_short | Spatial Analysis of Ambient PM(2.5) Exposure and Bladder Cancer Mortality in Taiwan |
title_sort | spatial analysis of ambient pm(2.5) exposure and bladder cancer mortality in taiwan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5451959/ https://www.ncbi.nlm.nih.gov/pubmed/28489042 http://dx.doi.org/10.3390/ijerph14050508 |
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