Skip to main content

Advertisement

Log in

A time-stratified case-crossover study of fine particulate matter air pollution and mortality in Guangzhou, China

  • Original Article
  • Published:
International Archives of Occupational and Environmental Health Aims and scope Submit manuscript

Abstract

Objectives

Few studies in China investigate health impact of fine particulate matter (PM2.5) due to lack of monitoring data and the findings are controversial. The aim of this study is to examine the short-association between PM2.5 and daily mortality in Guangzhou, the economic center of south China.

Methods

In Guangzhou, we measured daily PM2.5 concentrations between 2007 and 2008 and conducted a time-stratified case-crossover analysis to explore the association between PM2.5 and daily mortality, and examine potential effect modifiers including age, sex, and education.

Results

The averaged PM2.5 concentration in 2007–2008 was 70.1 μg/m3 in Guangzhou, which was approximately seven times higher than the WHO Air Quality Guidelines for PM2.5 (annual average: 10 μg/m3). Regression analysis showed that ambient PM2.5 was associated with mortality from all causes and cardiorespiratory diseases. An increase of 10 μg/m3 in 2-day moving average (lag01) concentration of PM2.5 corresponds to 0.90% [95% confidence interval (CI): 0.55, 1.26%] increase of total mortality, 1.22% (95% CI: 0.63, 1.68%) increase of cardiovascular mortality, and 0.97% (95% CI: 0.16, 1.79%) increase of respiratory mortality. The associations were stronger in the elderly (aged 65 years or more), in females, and in those with low education level, but the differences were statistically insignificant. After adjustment for nitrogen dioxide (NO2), however, the effects of PM2.5 decreased and became statistically insignificant.

Conclusions

Our findings provided new information for the adverse health effects of PM2.5 in China, and may have some implications for environmental policy making and standard setting in Guangzhou.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Basu R, Samet JM (2002) Relation between elevated ambient temperature and mortality: a review of the epidemiologic evidence. Epidemiol Rev 24(2):190–202

    Article  Google Scholar 

  • Brook RD, Franklin B, Cascio W, Hong Y, Howard G, Lipsett M et al (2004) Air pollution and cardiovascular disease: a statement for healthcare professionals from the Expert Panel on Population and Prevention Science of the American Heart Association. Circulation 109(21):2655–2671

    Article  Google Scholar 

  • Brook RD, Rajagopalan S, Pope CA, Brook JR, Bhatnagar A, Diez-Roux AV et al (2010) Particulate matter air pollution and cardiovascular disease: an update to the scientific statement from the American Heart Association. Circulation 121(21):2331–2378

    Article  CAS  Google Scholar 

  • Brunekreef B, Holgate ST (2002) Air pollution and health. Lancet 360(9341):1233–1242

    Article  CAS  Google Scholar 

  • Cakmak S, Dales RE, Judek S (2006) Do gender, education, and income modify the effect of air pollution gases on cardiac disease? J Occup Environ Med 48(1):89–94

    Article  CAS  Google Scholar 

  • Carracedo-Martinez E, Taracido M, Tobias A, Saez M, Figueiras A (2010) Case-crossover analysis of air pollution health effects: a systematic review of methodology and application. Environ Health Perspect 118(8):1173–1182

    Article  Google Scholar 

  • Chen R, Li Y, Ma Y, Pan G, Zeng G, Xu X, et al (2011a) Coarse particles and mortality in three Chinese cities: the China Air Pollution and Health Effects Study (CAPES). Sci Total Environ. doi:10.1016/j.scitotenv.2011.08.058

  • Chen R, Pan G, Zhang Y, Xu Q, Zeng G, Xu X, et al (2011b) Ambient carbon monoxide and daily mortality in three Chinese cities: the China Air Pollution and Health Effects Study (CAPES). Sci Total Environ. doi:10.1016/j.scitotenv.2011.08.029

  • Clougherty JE (2010) A growing role for gender analysis in air pollution epidemiology. Environ Health Perspect 118(2):167–176

    Article  CAS  Google Scholar 

  • Franklin M, Zeka A, Schwartz J (2007) Association between PM2.5 and all-cause and specific-cause mortality in 27 US communities. J Expo Sci Environ Epidemiol 17(3):279–287

    Article  CAS  Google Scholar 

  • Hong YC, Lee JT, Kim H, Ha EH, Schwartz J, Christiani DC (2002) Effects of air pollutants on acute stroke mortality. Environ Health Perspect 110(2):187–191

    Article  CAS  Google Scholar 

  • Kan H, London SJ, Chen G, Zhang Y, Song G, Zhao N et al (2007) Differentiating the effects of fine and coarse particles on daily mortality in Shanghai, China. Environ Int 33(3):376–384

    Article  Google Scholar 

  • Kan H, London SJ, Chen G, Zhang Y, Song G, Zhao N et al (2008) Season, sex, age, and education as modifiers of the effects of outdoor air pollution on daily mortality in Shanghai, China: The Public Health and Air Pollution in Asia (PAPA) Study. Environ Health Perspect 116(9):1183–1188

    Article  CAS  Google Scholar 

  • Kan H, Chen B, Hong C (2009) Health impact of outdoor air pollution in China: current knowledge and future research needs. Environ Health Perspect 117(5):A187

    Google Scholar 

  • Levy D, Lumley T, Sheppard L, Kaufman J, Checkoway H (2001) Referent selection in case-crossover analyses of acute health effects of air pollution. Epidemiology 12(2):186–192

    Article  CAS  Google Scholar 

  • Maclure M (1991) The case-crossover design: a method for studying transient effects on the risk of acute events. Am J Epidemiol 133(2):144–153

    CAS  Google Scholar 

  • O’Neill MS, Jerrett M, Kawachi I, Levy JI, Cohen AJ, Gouveia N et al (2003) Health, wealth, and air pollution: advancing theory and methods. Environ Health Perspect 111(16):1861–1870

    Article  Google Scholar 

  • Ostro B, Broadwin R, Green S, Feng W, Lipsett M (2006) Fine particulate air pollution and mortality in nine California counties: results from CALFINE. Environ Health Persp 114(1):29

    Article  Google Scholar 

  • Peters A, von Klot S, Berglind N, Hormann A, Lowel H, Nyberg F et al (2006) Comparison of different methods in analyzing short-term air pollution effects in a cohort study of susceptible individuals. Epidemiol Perspect Innov 3:10

    Article  Google Scholar 

  • Pope CA, Dockery DW (2006) Health effects of fine particulate air pollution: lines that connect. J Air Waste Manage 56(6):709–742

    Article  CAS  Google Scholar 

  • Pope CA, Burnett RT, Krewski D, Jerrett M, Shi Y, Calle EE et al (2009) Cardiovascular mortality and exposure to airborne fine particulate matter and cigarette smoke: shape of the exposure-response relationship. Circulation 120(11):941–948

    Article  CAS  Google Scholar 

  • Sarnat JA, Schwartz J, Catalano PJ, Suh HH (2001) Gaseous pollutants in particulate matter epidemiology: confounders or surrogates? Environ Health Perspect 109(10):1053–1061

    Article  CAS  Google Scholar 

  • Sarnat JA, Brown KW, Schwartz J, Coull BA, Koutrakis P (2005) Ambient gas concentrations and personal particulate matter exposures—implications for studying the health effects of particles. Epidemiology 16(3):385–395

    Article  Google Scholar 

  • Stieb DM, Judek S, Burnett RT (2002) Meta-analysis of time-series studies of air pollution and mortality: effects of gases and particles and the influence of cause of death, age, and season. J Air Waste Manag Assoc 52(4):470–484

    Article  Google Scholar 

  • Stoelzel M, Breitner S, Cyrys J, Pitz M, Woelke G, Kreyling W et al (2007) Daily mortality and particulate matter in different size classes in Erfurt, Germany. J Expo Sci Env Epid 17(5):458–467

    Article  CAS  Google Scholar 

  • van Donkelaar A, Martin RV, Brauer M, Kahn R, Levy R, Verduzco C et al (2010) Global estimates of ambient fine particulate matter concentrations from satellite-based aerosol optical depth: development and application. Environ Health Perspect 118(6):847–855

    Article  Google Scholar 

  • Venners SA, Wang B, Xu Z, Schlatter Y, Wang L, Xu X (2003) Particulate matter, sulfur dioxide, and daily mortality in Chongqing, China. Environ Health Perspect 111(4):562–567

    Article  CAS  Google Scholar 

  • Wichmann HE, Spix C, Tuch T, Wolke G, Peters A, Heinrich J, et al. (2000) Daily mortality and fine and ultrafine particles in Erfurt, Germany part I: role of particle number and particle mass. Res Rep Health Eff Inst (98):5–86. discussion 87–94

  • Wong CM, Ou CQ, Lee NW, Chan KP, Thach TQ, Chau YK et al (2007) Short-term effects of particulate air pollution on male smokers and never-smokers. Epidemiology 18(5):593–598

    Article  Google Scholar 

  • Zanobetti A, Schwartz J (2009) The effect of fine and coarse particulate air pollution on mortality: a national analysis. Environ Health Persp 117(6):898–903

    Article  Google Scholar 

  • Zeger SL, Thomas D, Dominici F, Samet JM, Schwartz J, Dockery D et al (2000) Exposure measurement error in time-series studies of air pollution: concepts and consequences. Environ Health Persp 108(5):419–426

    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(9):849–859

    Article  Google Scholar 

Download references

Acknowledgments

The study was supported by the National Basic Research Program (973 program) of China (2011CB503802), Gong-Yi Program of China Ministry of Environmental Protection (200809109 and 201209008), National Natural Science Foundation of China (30800892), and Program for New Century Excellent Talents in University (NCET-09-0314).

Conflict of interest

The authors declare they have no competing financial interests.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Xiaowu Peng, Wei Huang or Haidong Kan.

Additional information

Chunxue Yang and Xiaowu Peng contributed equally to this work.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Yang, C., Peng, X., Huang, W. et al. A time-stratified case-crossover study of fine particulate matter air pollution and mortality in Guangzhou, China. Int Arch Occup Environ Health 85, 579–585 (2012). https://doi.org/10.1007/s00420-011-0707-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00420-011-0707-7

Keywords

Navigation