Satellite-based estimates of ambient air pollution and global variations in childhood asthma prevalence

Environ Health Perspect. 2012 Sep;120(9):1333-9. doi: 10.1289/ehp.1104724. Epub 2012 May 1.

Abstract

Background: The effect of ambient air pollution on global variations and trends in asthma prevalence is unclear.

Objectives: Our goal was to investigate community-level associations between asthma prevalence data from the International Study of Asthma and Allergies in Childhood (ISAAC) and satellite-based estimates of particulate matter with aerodynamic diameter < 2.5 µm (PM₂.₅) and nitrogen dioxide (NO₂), and modelled estimates of ozone.

Methods: We assigned satellite-based estimates of PM₂.₅ and NO₂ at a spatial resolution of 0.1° × 0.1° and modeled estimates of ozone at a resolution of 1° × 1° to 183 ISAAC centers. We used center-level prevalence of severe asthma as the outcome and multilevel models to adjust for gross national income (GNI) and center- and country-level sex, climate, and population density. We examined associations (adjusting for GNI) between air pollution and asthma prevalence over time in centers with data from ISAAC Phase One (mid-1900s) and Phase Three (2001-2003).

Results: For the 13- to 14-year age group (128 centers in 28 countries), the estimated average within-country change in center-level asthma prevalence per 100 children per 10% increase in center-level PM₂.₅ and NO₂ was -0.043 [95% confidence interval (CI): -0.139, 0.053] and 0.017 (95% CI: -0.030, 0.064) respectively. For ozone the estimated change in prevalence per parts per billion by volume was -0.116 (95% CI: -0.234, 0.001). Equivalent results for the 6- to 7-year age group (83 centers in 20 countries), though slightly different, were not significantly positive. For the 13- to 14-year age group, change in center-level asthma prevalence over time per 100 children per 10% increase in PM₂.₅ from Phase One to Phase Three was -0.139 (95% CI: -0.347, 0.068). The corresponding association with ozone (per ppbV) was -0.171 (95% CI: -0.275, -0.067).

Conclusion: In contrast to reports from within-community studies of individuals exposed to traffic pollution, we did not find evidence of a positive association between ambient air pollution and asthma prevalence as measured at the community level.

MeSH terms

  • Adolescent
  • Air Pollutants / analysis
  • Air Pollutants / toxicity*
  • Asthma / chemically induced
  • Asthma / epidemiology*
  • Child
  • Cross-Sectional Studies
  • Environmental Exposure*
  • Environmental Monitoring
  • Female
  • Humans
  • Male
  • Models, Theoretical
  • Nitrogen Dioxide / analysis
  • Nitrogen Dioxide / toxicity*
  • Ozone / analysis
  • Ozone / toxicity*
  • Particle Size
  • Particulate Matter / analysis
  • Particulate Matter / toxicity*
  • Prevalence
  • Remote Sensing Technology
  • Socioeconomic Factors
  • Spacecraft
  • Statistics, Nonparametric

Substances

  • Air Pollutants
  • Particulate Matter
  • Ozone
  • Nitrogen Dioxide