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Satellite-based Estimates of Ambient Air Pollution and Global Variations in Childhood Asthma Prevalence
Authors:Anderson H Ross  Butland Barbara K  van Donkelaar Aaron  Brauer Michael  Strachan David P  Clayton Tadd  van Dingenen Rita  Amann Marcus  Brunekreef Bert  Cohen Aaron  Dentener Frank  Lai Christopher  Lamsal Lok N  Martin Randall V  One Isaac Phase
Affiliation:MRC-HPA Centre for Environment and Health, King's College London, United Kingdom.
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.
Keywords:air pollution   asthma prevalence   children   epidemiology   global   nitrogen dioxide   ozone   particulate matter   satellite observations
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