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Short-term effects of multiple ozone metrics on daily mortality in a megacity of China

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Abstract

Epidemiological studies have widely demonstrated association between ambient ozone and mortality, though controversy remains, and most of them only use a certain metric to assess ozone levels. However, in China, few studies have investigated the acute effects of ambient ozone, and rare studies have compared health effects of multiple daily metrics of ozone. The present analysis aimed to explore variability of estimated health effects by using multiple temporal ozone metrics. Six metrics of ozone, 1-h maximum, maximum 8-h average, 24-h average, daytime average, nighttime average, and commute average, were used in a time-series study to investigate acute mortality associated with ambient ozone pollution in Guangzhou, China, using 3 years of daily data (2006–2008). We used generalized linear models with Poisson regression incorporating natural spline functions to analyze the mortality, ozone, and covariate data. We also examined the association by season. Daily 1- and 8-h maximum, 24-h average, and daytime average concentrations yielded statistically significant associations with mortality. An interquartile range (IQR) of O3 metric increase of each ozone metric (lag 2) corresponds to 2.92 % (95 % confidence interval (CI) 0.24 to 5.66), 3.60 % (95 % CI, 0.92 to 8.49), 3.03 % (95 % CI, 0.57 to 15.8), and 3.31 % (95 % CI, 0.69 to 10.4) increase in daily non-accidental mortality, respectively. Nighttime and commute metrics were weakly associated with increased mortality rate. The associations between ozone and mortality appeared to be more evident during cool season than in the warm season. Results were robust to adjustment for co-pollutants, weather, and time trend. In conclusion, these results indicated that ozone, as a widespread pollutant, adversely affects mortality in Guangzhou.

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References

  • Abbey DE, Burchette RJ (1996) Relative power of alternative ambient air pollution metrics for detecting chronic health effects in epidemiological studies. Environmetrics 7:453–470

    Article  Google Scholar 

  • Anderson GB, Bell ML (2008) Does one size fit all? The suitability of standard ozone exposure metric conversion ratios and implications for epidemiology. J Expo Sci Environ Epidemiol 20:2–11

    Article  Google Scholar 

  • Bell ML, Dominici F (2008) Effect modification by community characteristics on the short-term effects of ozone exposure and mortality in 98 US communities. Am J Epidemiol 167:986–997

    Article  Google Scholar 

  • Bell ML, McDermott A, Zeger SL, Samet JM, Dominici F (2004) Ozone and short-term mortality in 95 US urban communities, 1987–2000. JAMA 292:2372–2378

    Article  CAS  Google Scholar 

  • Bell ML, Dominici F, Samet JM (2005) A meta-analysis of time-series studies of ozone and mortality with comparison to the national morbidity, mortality, and air pollution study. Epidemiology 16:436–445

    Article  Google Scholar 

  • Bell ML, Kim JY, Dominici F (2007) Potential confounding of particulate matter on the short-term association between ozone and mortality in multisite time-series studies. Environ Health Perspect 115:1591–1595

    Article  Google Scholar 

  • Chan CK, Yao X (2008) Air pollution in mega cities in China. Atmos Environ 42:1–42

    Article  CAS  Google Scholar 

  • Chen C, Zhao B, Weschler CJ (2012) Assessing the influence of indoor exposure to “outdoor ozone” on the relationship between ozone and short-term mortality in U.S. communities. Environ Health Perspect 120:235–240

    Article  CAS  Google Scholar 

  • Darrow LA, Klein M, Sarnat JA, Mulholland JA, Strickland MJ, Sarnat SE, Russell AG, Tolbert PE (2011) The use of alternative pollutant metrics in time-series studies of ambient air pollution and respiratory emergency department visits. J Expo Sci Environ Epidemiol 21:10–19

    Article  CAS  Google Scholar 

  • Fann N, Bell ML, Walker K, Hubbell B (2011) Improving the linkages between air pollution epidemiology and quantitative risk assessment. Environ Health Perspect 119:1671–1675

    Article  Google Scholar 

  • Gryparis A, Forsberg B, Katsouyanni K, Analitis A, Touloumi G, Schwartz J, Samoli E, Medina S, Anderson HR, Niciu EM, Wichmann HE, Kriz B, Kosnik M, Skorkovsky J, Vonk JM, Dörtbudak Z (2004) Acute effects of ozone on mortality from the air pollution and health. Am J Respir Crit Care Med 170:1080–1087

    Article  Google Scholar 

  • Huang Y, Dominici F, Bell ML (2005) Bayesian hierarchical distributed lag models for summer ozone exposure and cardio-respiratory mortality. Environmetrics 16:547–562

    Article  CAS  Google Scholar 

  • Hůnová I, Malý M, Řezáčová J, Braniš M (2013) Association between ambient ozone and health outcomes in Prague. Int Arch Occup Environ Health 86:89–97

    Article  Google Scholar 

  • Hurvich CM, Simonoff JS, Tsai CL (1998) Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion. J R Stat Soc Ser B 60:271–293

    Article  Google Scholar 

  • Kan H, Chen B, Hong CJ (2009) Health impact of outdoor air pollution in China: current knowledge and future research needs. Environ Health Perspect 117:A187–A187

    Article  Google Scholar 

  • Kan H, Chen R, Tong S (2012) Ambient air pollution, climate change, and population health in China. Environ Int 42:10–19

    Article  CAS  Google Scholar 

  • Katsouyanni K, Touloumi G, Samoli E, Gryparis A, Le Tertre A, Monopolis Y, Rossi G, Zmirou D, Ballester F, Boumghar A, Anderson HR, Wojtyniak B, Paldy A, Braunstein R, Pekkanen J, Schindler C, Schwartz J (2001) Confounding and effect modification in the short-term effects of ambient particles on total mortality: results from 29 European cities within the APHEA2 project. Epidemiology 12:521–531

    Article  CAS  Google Scholar 

  • Klepeis NE, Nelson WC, Ott WR, Robinson JP, Tsang AM, Switzer P, Behar JV, Hern SC, Engelmann WH (2001) The National Human Activity Pattern Survey (NHAPS): a resource for assessing exposure to environmental pollutants. J Expo Anal Environ Epidemiol 11:231–252

    Article  CAS  Google Scholar 

  • Liu T, Li TT, Zhang YH, Xu YJ, Lao XQ, Rutherford S, Chu C, Luo Y, Zhu Q, Xu XJ, Xie HY, Liu ZR, Ma WJ (2012) The short-term effect of ambient ozone on mortality is modified by temperature in Guangzhou, China. Atmos Environ 76:56–67

    Article  Google Scholar 

  • Schwartz J (2005) How sensitive is the association between ozone and daily deaths to control for temperature? Am J Respir Crit Care Med 171:627–631

    Article  Google Scholar 

  • Smith RL, Xu B, Switzer P (2009) Reassessing the relationship between ozone and short-term mortality in U.S. urban communities. Inhal Toxicol 21:37–61

    Article  CAS  Google Scholar 

  • Tao Y, Huang W, Huang X, Zhong L, Lu SE, Li Y, Dai L, Zhang Y, Zhu T (2011) Estimated acute effects of ambient ozone and nitrogen dioxide on mortality in the Pearl River Delta of southern China. Environ Health Perspect 120:393–398

    Article  Google Scholar 

  • Thurston GD, Ito K (2001) Epidemiological studies of acute ozone exposures and mortality. J Expo Anal Environ Epidemiol 11:286–294

    Article  CAS  Google Scholar 

  • WHO (2000) Air quality guidelines for Europe

  • Wong CM, Ma S, Anthony Johnson H, Lam TH (2001a) Effect of air pollution on daily mortality in Hong Kong. Environ Health Perspect 109:335–340

    Article  CAS  Google Scholar 

  • Wong CM, Ma S, Hedley AJ, Lam TH (2001b) Effect of air pollution on daily mortality in Hong Kong. Environ Health Perspect 109:335–340

    Article  CAS  Google Scholar 

  • Wong CM, Vichit-Vadakan N, Kan H, Qian Z (2008) Public Health and Air Pollution in Asia (PAPA): a multicity study of short-term effects of air pollution on mortality. Environ Health Perspect 116:1195–1202

    Article  CAS  Google Scholar 

  • Yang C, Yang H, Guo S, Wang Z, Xu X, Duan X, Kan H (2012) Alternative ozone metrics and daily mortality in Suzhou: the China Air Pollution and Health Effects Study (CAPES). Sci Total Environ 426:83–89

    Article  CAS  Google Scholar 

  • Zeka A, Zanobetti A, Schwartz J (2006) Individual-level modifiers of the effects of particulate matter on daily mortality. Am J Epidemiol 163:849–859

    Article  Google Scholar 

  • Zhang Y, Huang W, London SJ, Song G, Chen G, Jiang L, Zhao N, Chen B, Kan H (2006) Ozone and daily mortality in Shanghai, China. Environ Health Perspect 114:1227–1232

    Article  CAS  Google Scholar 

  • Zhang YH, Su H, Zhong LJ, Cheng YF, Zeng LM, Wang XS, Xiang YR, Wang JL, Gao DF, Shao M, Fan SJ, Liu SC (2008) Regional ozone pollution and observation-based approach for analyzing ozone–precursor relationship during the PRIDE-PRD2004 campaign. Atmos Environ 42:6203–6218

    Article  CAS  Google Scholar 

Download references

Acknowledgments

This work was supported by the National Natural Science Foundation of China (project numbers: 21277135, 40905069, 41205081), Beijing National Natural Science Foundation (project number: 8132048), China Environmental Protection Agency (EPA) Charity Special Fund (project number: 201009032), and Guangdong Province medical fund (project number: B2012072)

Compliance with ethical standards

We confirm that the manuscript has been read and approved by all named authors and that there are no other persons who satisfied the criteria for authorship but are not listed. We also confirm that there are no known conflicts of interest associated with this publication and there has been no significant financial support for this work that could have influenced its outcome.

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The authors declare that they have no conflict of interest.

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Correspondence to Tiantian Li or Zhaorong Liu.

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Responsible editor: Michael Matthies

Tiantian Li, Meilin Yan, and Wenjun Ma are co-first authors.

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Li, T., Yan, M., Ma, W. et al. Short-term effects of multiple ozone metrics on daily mortality in a megacity of China. Environ Sci Pollut Res 22, 8738–8746 (2015). https://doi.org/10.1007/s11356-014-4055-5

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  • DOI: https://doi.org/10.1007/s11356-014-4055-5

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