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Shin HH, Owen J, Maquiling A, Parajuli RP, Smith-Doiron M. Circulatory health risks from additive multi-pollutant models: short-term exposure to three common air pollutants in Canada. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:15740-15755. [PMID: 36171323 PMCID: PMC9908686 DOI: 10.1007/s11356-022-22947-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 09/05/2022] [Indexed: 05/13/2023]
Abstract
Numerous studies have reported adverse health effects of ambient air pollution on circulatory health outcomes mainly based on single-pollutant models. However, limited studies have focused on adjusted effect of multi-pollutant exposures on public health. This study aimed to examine short-term effects of three common air pollutants-ground-level ozone (ozone), nitrogen dioxide (NO2), and fine particulate matter (PM2.5)-through multi-pollutant models for mixed effect of adjustment. Daily data (circulatory hospitalization and mortality) and hourly data (air pollutants and temperature) were collected for 24 Canadian cities for 2001-2012. We applied generalized additive over-dispersion Poisson regression models with 1, 2, or 3 pollutants for city-specific risks, and Bayesian hierarchical models for national risks. This study found little mixed effect of adjustment through multi-pollutant models (ozone and/or NO2 and/or PM2.5) for circulatory hospitalization or mortality in Canada for 2001-2012, indicating that the 1-pollutant model did not result in considerable under- or over-estimates. It seemed weak-to-moderate correlations among air pollutants did not change the significant effect of one air pollutant after accounting for others. Inconsistent findings between other previous studies and this study indicate the need of comparable study design for multi-pollutant effect analysis.
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Affiliation(s)
- Hwashin Hyun Shin
- Environmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave. W., ON, Ottawa, Canada.
- Department of Mathematics and Statistics, Queen's University, ON, Kingston, Canada.
| | - James Owen
- Environmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave. W., ON, Ottawa, Canada
| | - Aubrey Maquiling
- Environmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave. W., ON, Ottawa, Canada
| | - Rajendra Prasad Parajuli
- Central Department of Zoology, Central Campus, Institute of Science & Technology (IOST), Tribhuvan University, Kritipur-1, Kathmandu, Nepal
| | - Marc Smith-Doiron
- Environmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave. W., ON, Ottawa, Canada
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Cheng FJ, Wu KH, Hung SC, Lee KH, Lee CW, Liu KY, Hsu PC. Association between ambient air pollution and out-of-hospital cardiac arrest: are there potentially susceptible groups? JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2020; 30:641-649. [PMID: 31578416 DOI: 10.1038/s41370-019-0140-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Revised: 03/08/2019] [Accepted: 03/18/2019] [Indexed: 06/10/2023]
Abstract
This study aimed to examine the association between air pollution and out-of-hospital cardiac arrest (OHCA), and the effects of underlying diseases. Between January 2015 and December 2016, data on particulate matter (PM)2.5 and other air pollutants in Kaohsiung City were collected, and an emergency medical service database was used for information on patients who experienced OHCA. Overall, 3566 patients were analyzed and subgroup analyses by sex, age, and preexisting morbidities were performed. Interquartile increments in PM2.5, PM10, and O3 levels on lag 1 and NO2 level on lag 3 were associated with increments of 10.8%, 11.3%, 6.2%, and 1.7% in OHCA incidence, respectively. Subgroup analyses showed that patients with diabetes (1.363; interaction p = 0.009), heart disease (1.612; interaction p = 0.001), and advanced age (≥70 years, 1.297; interaction p = 0.003) were more susceptible to NO2 on lag 3. Moreover, patients were more susceptible to O3 during the cold season (1.194; interaction p = 0.001). We found that PM2.5, PM10, NO2, and O3 may play an important role in OHCA events, and the effects vary by underlying condition, age and season.
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Affiliation(s)
- Fu-Jen Cheng
- Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City, Taiwan
- Department of Safety, Health and Environmental Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, Taiwan
| | - Kuan-Han Wu
- Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City, Taiwan
| | - Shih-Chiang Hung
- Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City, Taiwan
| | - Kuo-Hsin Lee
- Department of Emergency Medicine, E-Da Hospital, I-Shou University, Kaohsiung City, Taiwan
| | - Chia-Wei Lee
- Department of Safety, Health and Environmental Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, Taiwan
| | - Kun-Ying Liu
- Fire Bureau, Kaohsiung City Government, Kaohsiung City, Taiwan
| | - Ping-Chi Hsu
- Department of Safety, Health and Environmental Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, Taiwan.
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Wu R, Zhong L, Huang X, Xu H, Liu S, Feng B, Wang T, Song X, Bai Y, Wu F, Wang X, Huang W. Temporal variations in ambient particulate matter reduction associated short-term mortality risks in Guangzhou, China: A time-series analysis (2006-2016). THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 645:491-498. [PMID: 30029124 DOI: 10.1016/j.scitotenv.2018.07.091] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2018] [Revised: 07/06/2018] [Accepted: 07/07/2018] [Indexed: 05/22/2023]
Abstract
Numerous studies have reported associations between ambient particulate matter (PM) and daily mortality; however, little is known about temporal variations in ambient air pollution associated mortality risks, particularly in developing countries with limited long time-series air monitoring data. In present study, we assessed the associations and temporal relationships between ambient PM and daily mortality in Guangzhou, China, during 2006-2016. With this unique 11-year dataset, we related daily concentrations of PM with aerodynamic diameter < 2.5 μm (PM2.5), between 2.5 and 10 μm (PM10-2.5) and <10 μm (PM10) to daily mortality in Guangzhou. We applied overdispersed Poisson regression with adjustment for time trend and potential confounding factors. Multiple level sensitivity analyses were conducted to examine the robustness of main results. Between 2006 and 2016, annual concentrations of PM2.5 decreased by 50.8% to 27.0 μg/m3, of PM10-2.5 by 27.6% to 16.2 μg/m3, and of PM10 by 44.1% to 43.3 μg/m3 in Guangzhou. In this study, per 10 μg/m3 increases in mean concentrations at current day and 6 prior days of death (lag06), we observed increases in total mortality risks of 0.55% (95% Confidence Interval (CI): 0.24%, 0.86%) for PM2.5, 0.99% (95%CI: 0.48%, 1.50%) for PM10-2.5, and 0.44% (95%CI: 0.22%, 0.65%) for PM10. Stronger associations were observed for ambient PM on cardio-respiratory mortality and people at age ≥ 65 years. Despite drastic reductions in annual PM levels, PM2.5 associated cardiovascular and respiratory mortality risks remained significant at 1.26% (95%CI: 0.19%, 2.35%) and 1.91% (95%CI: 0.25%, 3.60%) during 2014-2016. Further, PM2.5 and PM10 associated respiratory mortality risks showed increasing trend over time (p-value = 0.03 for PM2.5). In summary, though ambient PM levels decreased substantially in Guangzhou in recent years, PM2.5 and PM10 associated cardio-respiratory mortality risks remained significant and respiratory mortality risks even increased. Our findings provide strong rationale for continuation of ambient air pollution control effort for public health protection in the future.
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Affiliation(s)
- Rongshan Wu
- Department of Occupational and Environmental Health, Peking University School of Public Health, Beijing, China; Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Institute of Environmental Medicine, Beijing, China
| | - Liuju Zhong
- Guangdong Polytechnic of Environmental Protection Engineering, Foshan, Guangdong Province, China
| | - Xiaoliang Huang
- Government Affairs Service Center of Health Department of Guangdong Province, China
| | - Hongbing Xu
- Department of Occupational and Environmental Health, Peking University School of Public Health, Beijing, China; Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Institute of Environmental Medicine, Beijing, China
| | - Shuo Liu
- Department of Occupational and Environmental Health, Peking University School of Public Health, Beijing, China; Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Institute of Environmental Medicine, Beijing, China
| | - Baihuan Feng
- Department of Occupational and Environmental Health, Peking University School of Public Health, Beijing, China; Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Institute of Environmental Medicine, Beijing, China
| | - Tong Wang
- Department of Occupational and Environmental Health, Peking University School of Public Health, Beijing, China; Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Institute of Environmental Medicine, Beijing, China
| | - Xiaoming Song
- Department of Occupational and Environmental Health, Peking University School of Public Health, Beijing, China; Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Institute of Environmental Medicine, Beijing, China
| | - Yingchen Bai
- State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing, China
| | - Fengchang Wu
- State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing, China
| | - Xuemei Wang
- Institute for Environmental and Climate Research, Jinan University, Guangzhou, Guangdong Province, China.
| | - Wei Huang
- Department of Occupational and Environmental Health, Peking University School of Public Health, Beijing, China; Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Institute of Environmental Medicine, Beijing, China.
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Association between Atmospheric Particulate Pollutants and Mortality for Cardio-Cerebrovascular Diseases in Chinese Korean Population: A Case-Crossover Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15122835. [PMID: 30545115 PMCID: PMC6313322 DOI: 10.3390/ijerph15122835] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 12/05/2018] [Accepted: 12/08/2018] [Indexed: 11/23/2022]
Abstract
Background: Air pollution in large Chinese cities has led to recent studies that highlighted the relationship between particulate matters (PM) and elevated risk of cardio-cerebrovascular mortality. However, it is unclear as to whether: (1) The same adverse relations exist in cities with relatively low levels of air pollution; and (2) the relationship between the two are similar across ethnic groups. Methods: We collected data of PM2.5 (PM with an aerodynamic diameter ≤ 2.5 µm) and PM10 (aerodynamic diameter ≤ 10 µm) in the Yanbian Korean Autonomous Prefecture between 1 January 2015 and 31 December 2016. Using a time-stratified case-crossover design, we investigated whether levels of particulate pollutants influence the risk of cardio-cerebrovascular disease mortality among ethnic Korean vs. ethnic Han residents residing in the Yanbian Korean Autonomous Prefecture. Results: Under the single air pollutant model, the odds ratios (ORs) of cardio-cerebrovascular disease were 1.025 (1.024–1.026) for each 10 μg/m3 increase in PM2.5 at lag0 day, 1.012 (1.011–1.013) for each 10 μg/m3 increase in PM10 at lag1 day. In the multi-pollutant model adjusted by PM10, SO2, and NO2, the ORs of cardio-cerebrovascular disease were 1.150 (1.145–1.155) for ethnic Koreans and 1.154 (1.149–1.158) for ethnic Hans for each 10 μg/m3 increase in PM2.5. In the multi-pollutant model adjusted by PM2.5, SO2, and NO2, the ORs of cardio-cerebrovascular disease were 1.050 (1.047–1.053) for ethnic Koreans and 1.041 (1.039–1.043) for ethnic Hans for each 10 μg/m3 increase in PM10. Conclusion: This study showed that PM2.5 and PM10 were associated with increased risks of acute death events in residential cardio-cerebrovascular disease in Yanbian, China.
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Wang X, Zhang L, Yao Z, Ai S, Qian ZM, Wang H, BeLue R, Liu T, Xiao J, Li X, Zeng W, Ma W, Lin H. Ambient coarse particulate pollution and mortality in three Chinese cities: Association and attributable mortality burden. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 628-629:1037-1042. [PMID: 30045528 DOI: 10.1016/j.scitotenv.2018.02.100] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2017] [Revised: 01/25/2018] [Accepted: 02/09/2018] [Indexed: 06/08/2023]
Abstract
The short-term mortality effects of ambient fine particulate matter air pollution have been widely investigated in China. However, the associations between day-to-day variation in ambient coarse particles pollution (PMc) and mortality, as well as the corresponding mortality burden, remain understudied. We estimated the short-term PMc-mortality association in three Chinese cities of the Pearl River Delta (PRD) region during the period of 2013-16. The city-specific association was first estimated using generalized additive models and then combined to obtain the overall effect estimates. We further estimated PMc related attributable fraction and attributable mortality. Our study found a significant association between PMc and mortality. Each 10μg/m3 increase of a current day's PMc was associated with a 1.37% (95% CI: 0.55%, 2.22%) increase in total mortality, a 1.63% increase (95% CI: 0.31%, 2.98%) in cardiovascular mortality, and a 0.97% increase (95% CI: -0.17%, 2.13%) in respiratory mortality in the three cities. We estimated that 0.37% (95% CI: 0.14%, 0.61%) and 2.72% (95% CI: 1.03%, 4.50%) of total mortalities were attributable to PMc by using China's standards and WHO's air quality guidelines as references-corresponding to 1394 (95% CI: 528, 2291) and 10,305 (95% CI: 3884, 17,000) attributable premature mortalities in the three cities, respectively. This study suggests that ambient coarse particulate pollution might be one important risk factor of total, cardiovascular, and respiratory mortality, as well as account for substantial mortality burdens in the three Chinese cities of the PRD.
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Affiliation(s)
- Xiaojie Wang
- School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510220, China
| | - Lingli Zhang
- School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510220, China
| | - Zhenjiang Yao
- School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510220, China
| | - Siqi Ai
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Zhengmin Min Qian
- College for Public Health and Social Justice, Saint Louis University, Saint Louis, MO 63104, USA
| | - Hao Wang
- The First Affiliated Hospital/School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou 510310, China
| | - Rhonda BeLue
- College for Public Health and Social Justice, Saint Louis University, Saint Louis, MO 63104, USA
| | - Tao Liu
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China
| | - Jianpeng Xiao
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China
| | - Xing Li
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China
| | - Weilin Zeng
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China
| | - Wenjun Ma
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Hualiang Lin
- School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510220, China; Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China.
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Keet CA, Keller JP, Peng RD. Long-Term Coarse Particulate Matter Exposure Is Associated with Asthma among Children in Medicaid. Am J Respir Crit Care Med 2018; 197:737-746. [PMID: 29243937 PMCID: PMC5855070 DOI: 10.1164/rccm.201706-1267oc] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Accepted: 11/21/2017] [Indexed: 01/12/2023] Open
Abstract
RATIONALE Short- and long-term fine particulate matter (particulate matter ≤2.5 μm in aerodynamic diameter [PM2.5]) pollution is associated with asthma development and morbidity, but there are few data on the effects of long-term exposure to coarse PM (PM10-2.5) on respiratory health. OBJECTIVES To understand the relationship between long-term fine and coarse PM exposure and asthma prevalence and morbidity among children. METHODS A semiparametric regression model that incorporated PM2.5 and PM10 monitor data and geographic characteristics was developed to predict 2-year average PM2.5 and PM10-2.5 exposure during the period 2009 to 2010 at the zip-code tabulation area level. Data from 7,810,025 children aged 5 to 20 years enrolled in Medicaid from 2009 to 2010 were used in a log-linear regression model with predicted PM levels to estimate the association between PM exposure and asthma prevalence and morbidity, adjusting for race/ethnicity, sex, age, area-level urbanicity, poverty, education, and unmeasured spatial confounding. MEASUREMENTS AND MAIN RESULTS Exposure to coarse PM was associated with increased asthma diagnosis prevalence (rate ratio [RR] for 1-μg/m3 increase in coarse PM level, 1.006; 95% confidence interval [CI], 1.001-1.011), hospitalizations (RR, 1.023; 95% CI, 1.003-1.042), and emergency department visits (RR, 1.017; 95% CI, 1.001-1.033) when adjusting for fine PM. Fine PM exposure was more strongly associated with increased asthma prevalence and morbidity than coarse PM. The estimates remained elevated across different levels of spatial confounding adjustment. CONCLUSIONS Among children enrolled in Medicaid, exposure to higher average coarse PM levels is associated with increased asthma prevalence and morbidity. These results suggest the need for direct monitoring of coarse PM and reconsideration of limits on long-term average coarse PM pollution levels.
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Affiliation(s)
- Corinne A. Keet
- Division of Pediatric Allergy and Immunology, Johns Hopkins University School of Medicine, Baltimore, Maryland; and
| | - Joshua P. Keller
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Roger D. Peng
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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