Combined effect of extreme heat and particulate matter on daily mortality in mainland Portugal

Abstract Rising temperatures and air pollution in the context of climate change pose increasing health risks. Evidence suggests a synergistic effect between heat and PM, but few areas of Portugal have been studied. This study aimed to assess the interaction effect of extreme heat and PM on daily mortality across mainland Portugal. We conducted a two-stage time series analysis for the summers (May-September) from 2003 to 2023, using daily data on maximum temperature, mean PM10 and PM2.5 concentrations separately, and all-cause mortality across all mainland districts. Extreme heat and high PM levels were defined as values above the 90th percentile. To account for delayed effects, a 7-day moving average was used for PM, and distributed lag non-linear models (DLNM) with a 10-day lag for temperature. In the first stage, we estimated cumulative relative risks (cRR) of the interaction between exposures on mortality, using the minimum mortality temperature (MMT) and high PM as reference. District cRR were pooled using a random-effects meta-analysis, with the European Deprivation Index (EDI-PT) as a meta-predictor. An interaction effect between extreme heat and high PM pollution on mortality was found in most districts. cRR ranged from 1.01 (95% CI: 0.93; 1.11) to 1.35 (95% CI: 1.17; 1.56) for extreme heat and high PM2.5, and from 1.02 (95% CI: 0.86; 1.22) to 1.34 (95% CI: 1.16; 1.55) for extreme heat and PM10, compared with MMT and high PM. The overall interaction effect in mainland Portugal, for temperatures at the 90th percentile, both showed an overall cRR of 1.03 (95% CI: 1.01; 1.05). EDI-PT was excluded as it did not explain the heterogeneity between districts. There is a synergistic effect between extreme heat and PM on mortality in Portugal. This highlights the need to integrate this evidence into public health measures, enhancing health surveillance systems to better monitor and respond to the joint effects of extreme heat and air pollution. Key messages • Extreme heat and air pollution have a synergistic effect on mortality across Portugal, highlighting the need for climate-adaptive public health strategies. • Findings support enhancing health surveillance systems to better monitor and respond to the combined effects of extreme heat and air pollution on mortality.

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Publication Details

Journal
European Journal of Public Health
Published
2025-10-01
DOI
https://doi.org/10.1093/eurpub/ckaf161.952
Primary Topic
History of Computing Technologies
Type
article
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article

Combined effect of extreme heat and particulate matter on daily mortality in mainland Portugal

European Journal of Public Health
History of Computing Technologies
article

Combined effect of extreme heat and particulate matter on daily mortality in mainland Portugal

article en

Abstract

Abstract Rising temperatures and air pollution in the context of climate change pose increasing health risks. Evidence suggests a synergistic effect between heat and PM, but few areas of Portugal have been studied. This study aimed to assess the interaction effect of extreme heat and PM on daily mortality across mainland Portugal. We conducted a two-stage time series analysis for the summers (May-September) from 2003 to 2023, using daily data on maximum temperature, mean PM10 and PM2.5 concentrations separately, and all-cause mortality across all mainland districts. Extreme heat and high PM levels were defined as values above the 90th percentile. To account for delayed effects, a 7-day moving average was used for PM, and distributed lag non-linear models (DLNM) with a 10-day lag for temperature. In the first stage, we estimated cumulative relative risks (cRR) of the interaction between exposures on mortality, using the minimum mortality temperature (MMT) and high PM as reference. District cRR were pooled using a random-effects meta-analysis, with the European Deprivation Index (EDI-PT) as a meta-predictor. An interaction effect between extreme heat and high PM pollution on mortality was found in most districts. cRR ranged from 1.01 (95% CI: 0.93; 1.11) to 1.35 (95% CI: 1.17; 1.56) for extreme heat and high PM2.5, and from 1.02 (95% CI: 0.86; 1.22) to 1.34 (95% CI: 1.16; 1.55) for extreme heat and PM10, compared with MMT and high PM. The overall interaction effect in mainland Portugal, for temperatures at the 90th percentile, both showed an overall cRR of 1.03 (95% CI: 1.01; 1.05). EDI-PT was excluded as it did not explain the heterogeneity between districts. There is a synergistic effect between extreme heat and PM on mortality in Portugal. This highlights the need to integrate this evidence into public health measures, enhancing health surveillance systems to better monitor and respond to the joint effects of extreme heat and air pollution. Key messages • Extreme heat and air pollution have a synergistic effect on mortality across Portugal, highlighting the need for climate-adaptive public health strategies. • Findings support enhancing health surveillance systems to better monitor and respond to the combined effects of extreme heat and air pollution on mortality.

European Journal of Public HealthVol. 35(Supplement_4)
Instituto Nacional de Saúde (MZ), National Institute of Health Dr. Ricardo Jorge (PT), Câmara Municipal de Almada (PT), Universidade Nova de Lisboa (PT)
Good health and well-being
Openalex Percentile: Top 37%
History of Computing Technologies
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