Abstract
The Air Quality Health Index (AQHI) is an aggregate measure of outdoor air quality. We investigated associations between the AQHI and emergency department (ED) visits for acute ischemic stroke to validate the AQHI as a predictor of risk of morbidity from stroke. ED visits in Edmonton, Canada between 1998 and 2002 were linked to hourly AQHI values and concentrations of carbon monoxide (CO), nitrogen dioxide (NO2), ozone, particulate matter with aerodynamic diameter less than 2.5 and 10 μm, and sulfur dioxide. A time-stratified case-crossover analysis was employed, and measures of association were adjusted for temperature and relative humidity. The AQHI, NO2 and CO were positively associated with the number of ED visits for ischemic stroke during April–September, and associations were strongest for persons 75 years of age and older. In this age range, the odds ratios (95% confidence intervals) for an interquartile range increase of AQHI in 1–24 h, 25–48 h, and 1–72 h lag periods were 1.23 (1.08–1.40), 1.15 (1.01–1.31), and 1.30 (1.10–1.54), respectively. Significant positive associations were also observed for NO2 and CO. Our finding that ED visits for stroke were significantly associated with the AQHI suggests that the AQHI may be a valid communication tool for air pollution morbidity effects related to stroke.
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References
Environment Canada 2012 Air Quality Health Index. Available at http://www.ec.gc.ca/cas-aqhi/default.asp?Lang=En Accessed January 2013.
Stieb DM, Burnett RT, Smith-Doiron M, Brion O, Shin HH, Economou V . A new multipollutant, no-threshold Air Quality Health Index based on short-term associations observed in daily time- series analyses. J Air Waste Manag Assoc 2008; 58: 435–450.
Abelsohn A, Stieb DM . Health effects of outdoor air pollution Approach to counseling patients using the Air Quality Health Index. Can Fam Physician 2011; 57: 881–887.
Air Quality Index Health Aspects Working Group. Interim Report. Health Canada: Ottawa, Canada. 2002.
Environment Canada 2012 Your Local Air Quality Health Index Conditions. Available at http://www.ec.gc.ca/cas-aqhi/default.asp?lang=En&n=450C1129-12012b Accessed January 2013.
Environment Canada 2012 Evaluation of the National Air Quality Health Index Program. Available at http://www.ec.gc.ca/doc/ae-ve/2010-2011/1207/index-eng.htm Accessed January 2013.
The Weather Network 2013 Air Quality. Available at http://www.theweathernetwork.com/airquality/cabc0308 Accessed January 2013.
Lisabeth LD, Escobar JD, Dvonch JT, Sánchez BN, Majersik JJ, Brown DL et al. Ambient air pollution and risk for ischemic stroke and transient ischemic attack. Ann Neurol 2008; 64: 53–59.
O’Donnell MJ, Fang J, Mittleman MA, Kapral MK, Wellenius GA . Fine Particulate Air Pollution (PM2.5) and the risk of acute ischemic stroke. Epidemiology 2011; 22: 422–431.
Tsai SS, Goggins WB, Chiu HF, Yang CY . Evidence for an association between air pollution and daily stroke admissions in Kaohsiung, Taiwan. Stroke 2003; 34: 2612–2616.
Vidale S, Bonanomi A, Guidotti M, Arnaboldi M, Sterzi R . Air pollution positively correlates with daily stroke admission and in hospital mortality: a study in the urban area of Como, Italy. Neurol Sci 2010; 31: 179–182.
Villeneuve PJ, Chen L, Stieb DM, Rowe H . Associations between outdoor air pollution and emergency department visits for stroke in Edmonton, Canada. Eur J Epidemiol 2006; 21: 689–700.
Wellenius GA, Schwartz J, Mittleman MA . Air pollution and hospital admissions for ischemic and hemorrhagic stroke among Medicare beneficiaries. Stroke 2005; 36: 2549–2553.
Environment Canada 2012 NAPS Data. Available at http://www.etc-cte.ec.gc.ca/NapsData/ Accessed May 2011.
U.S. Environmental Protection Agency 2012 Method 24–Surface Coatings. Available at http://www.epa.gov/ttnemc01/methods/method24.html.2008 Accessed April 2012.
Environment Canada 2012 Environment Canada’s weather archive. Available at http://climate.weatheroffice.gc.ca/ Accessed January 2013.
Air Quality Index Monitoring and Data Analysis Working Group. Interim Report. Environment Canada: Ottawa, Canada. 2002.
Jaakkola JJ . Case-crossover design in air pollution epidemiology. Eur Respir J 2003; 21: 81–85.
Maclure M . The case-crossover design: a method for studying transient effects on the risk of acute events. Am J Epidemiol 1991; 133: 144–153.
Janes H, Sheppard L, Lumley T . Case-crossover analyses of air pollution exposure data: referent selection strategies and their implications for bias. Epidemiology 2005; 16: 717–726.
Villeneuve PJ, Johnson JY, Pasichnyk D, Lowes J, Kirkland S, Rowe BH . Short-term effects of ambient air pollution on stroke: who is most vulnerable? Sci Total Environ 2012; 430: 193–201.
To T, Shen S, Atenafu EG, Guan J, McLimont S, Stocks B et al. The Air Quality Health Index and asthma morbidity: a population-based study. Environ Health Perspect 2013; 121: 46–52.
Chen R, Wang X, Meng X, Hua J, Zhou Z, Chen B et al. Communicating air pollution-related health risks to the public: an application of the Air Quality Health Index in Shanghai, China. Environ Int 2013; 51: 168–173.
Leech JA, Nelson WC, Burnett RT, Aaron S, Raizenne ME . It's about time: a comparison of Canadian and American time-activity patterns. J Expo Anal Environ Epidemiol 2002; 12: 427–432.
Goldman GT, Mulholland JA, Russell AG, Strickland MJ, Klein M, Waller LA et al. Impact of exposure measurement error in air pollution epidemiology: effect of error type in time-series studies. Environ Health 2011; 10: 61.
Zeger SL, Thomas D, Dominici F, Samet JM, Schwartz J, Dockery D et al. Exposure measurement error in time-series studies of air pollution: Concepts and consequences. Environ Health Perspect 2000; 108: 419–426.
Lloyd-Jones D, Adams R, Carnethon M, Simone GD, Ferguson TB, Flegal K et al. Heart Disease and Stroke Statistics—2009 Update. A report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Circulation 2009; 119: e21–181.
MacDonald S, Joffres MR, Stachenko S, Horlick L, Fodor G . Multiple cardiovascular disease risk factors in Canadian adults. Canadian Heart Health Surveys Research Group. CMAJ 1992; 146: 2021–2029.
Bateson TF, Schwartz J . Who is sensitive to the effects of particulate air pollution on mortality? A case-crossover analysis of effect modifiers. Epidemiology 2004; 15: 143–149.
Colais P, Faustini A, Stafoggia M, Berti G, Bisanti L, Cadum E et al. Particulate air pollution and hospital admissions for cardiac diseases in potentially sensitive subgroups. Epidemiology 2012; 23: 473–481.
O’Neill MS, Veves A, Zanobetti A, Sarnat JA, Gold DR, Economides PA et al. Diabetes enhances vulnerability to particulate air pollution-associated impairment in vascular reactivity and endothelial function. Circulation 2005; 111: 2913–2920.
Peel JL, Metzger KB, Klein M, Flanders WD, Mulholland JA, Tolbert PE . Ambient air pollution and cardiovascular emergency departments visits in potentially sensitive groups. Am J Epidemiol 2007; 165: 625–633.
Zanobetti A, Schwartz J, Gold D . Are there sensitive subgroups for the effects of airborne particles? Environ Health Perspect 2002; 108: 841–845.
Environment Canada 2012 How to Use the AQHI. Available at http://www.ec.gc.ca/cas-aqhi/default.asp?lang=En-&n=9E5D28AD-1 Accessed November 2012.
Neidell M, Kinney PL . Estimates of the association between ozone and asthma hospitalizations that account for behavioral responses to air quality information. Environ Sci Policy 2010; 13: 97–103.
Acknowledgements
We thank Environment Canada for providing the air pollution data from the NAPS network. We also expresses our appreciation to Chris Houston from Information Services, in the former Capital Health Authority (now Alberta Health Services), and Virginia Willis, from the Emergency Medicine Research Group (EMeRG) for securing these data as well as to Health Canada for funding the data acquisition. Dr. Rowe is supported through a Tier I Canada Research Chair in Evidence-based Emergency Medicine from the Canadian Institutes for Health Research (CIHR) through the Government of Canada (Ottawa, Canada). The study was funded by Health Canada.
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Chen, L., Villeneuve, P., Rowe, B. et al. The Air Quality Health Index as a predictor of emergency department visits for ischemic stroke in Edmonton, Canada. J Expo Sci Environ Epidemiol 24, 358–364 (2014). https://doi.org/10.1038/jes.2013.82
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DOI: https://doi.org/10.1038/jes.2013.82
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