Effect modification of air pollution on the association between heat and mortality in five European countries
Siqi Zhang, Susanne Breitner, Massimo Stafoggia, Francesca De’ Donato, Evangelia Samoli, Sofia Zafeiratou, Klea Katsouyanni, Shilpa Rao, Alfonso Diz-Lois Palomares, Antonio Gasparrini, Pierre Masselot, Nikolaos Nikolaou, Kristin Aunan, Annette Peters, Alexandra Schneider
Abstract
Evidence suggests that air pollution modifies the association between heat and mortality. However, most studies have been conducted in cities without rural data. This time-series study examined potential effect modification of particulate matter (PM) and ozone (O 3 ) on heat-related mortality using small-area data from five European countries, and explored the influence of area characteristics. We obtained daily non-accidental death counts from both urban and rural areas in Norway, England and Wales, Germany, Italy, and the Attica region of Greece during the warm season (2000–2018). Daily mean temperatures and air pollutant concentrations were estimated by spatial-temporal models. Heat effect modification by air pollution was assessed in each small area by over-dispersed Poisson regression models with a tensor smoother between temperature and air pollution. We extracted temperature-mortality relationships at the 5th (low), 50th (medium), and 95th (high) percentiles of pollutant distributions. At each air pollution level, we estimated heat-related mortality for a temperature increase from the 75th to the 99th percentile. We applied random-effects meta-analysis to derive the country-specific and overall associations, and mixed-effects meta-regression to examine the influence of urban-rural and coastal typologies and greenness on the heat effect modification by air pollution. Heat-related mortality risks increased with higher PM levels, rising by 6.4% (95% CI: −2.0%–15.7%), 10.7% (2.6%–19.5%), and 14.1% (4.4%–24.6%) at low, medium, and high PM levels, respectively. This effect modification was consistent in urban and rural regions but more pronounced in non-coastal regions. In addition, heat-mortality associations were slightly stronger at high O 3 levels, particularly in regions with low greenness. Our analyses of both urban and rural data indicate that air pollution may intensify heat-related mortality, particularly in non-coastal and less green regions. The synergistic effect of heat and air pollution implies a potential pathway of reducing heat-related health impacts by improving air quality. • Data from 43,635 small areas in five European countries were analyzed. • Stronger heat effects on non-accidental mortality at higher particulate matter levels. • Heat effect modification by air pollution was similar in urban and rural regions. • Non-coastal regions were most affected by the synergistic effect. • High ozone levels intensified heat effects in regions with low greenness.