Short‐Term Effect of Air Pollution on Out of Hospital Cardiac Arrest (OHCA) in Lombardy—A Case‐Crossover Spatiotemporal Study

Evidence linking short-term exposure to air pollution, particularly PM<sub>2.5</sub>, PM<sub>10</sub>, NO<sub>2</sub>, O<sub>3</sub>, SO<sub>2</sub>, and CO, with out-of-hospital cardiac arrest (OHCA) risk remains inconsistent. Large-scale studies using advanced air pollution exposure assessment techniques and spatiotemporal modeling are limited. This study investigates the association between short-term air pollution concentration, derived from satellite data, and OHCA events (2016 - 2019) in Lombardy, Italy, using a time-stratified case-crossover design. A two-stage distributed lag non-linear model, adjusted for meteorological factors, long-term trends, seasonality, intraweek patterns and holidays, is applied across 96 districts to estimate the exposure-lag-response relationship, followed by a regional meta-analysis. Subgroup analyses by age and sex of OHCA patients, with models stratified by urban-rural areas and seasons, and interaction with co-pollutants, are conducted. Among 37,613 OHCA cases, significant associations between OHCA and air pollutants are observed: NO<sub>2</sub> shows a delayed effect at lag 4 per 10 µg m<sup>-</sup> <sup>3</sup> increase (RR: 1.071; 95%CI: 1.029-1.114), while PM<sub>2.5</sub> (RR: 1.029; 95%CI: 1.006-1.053), PM<sub>10</sub> (RR: 1.025; 95%CI: 1.005-1.046), and O<sub>3</sub> (RR: 1.009; 95%CI: 1.001-1.016) have immediate effects at lag 0 or lag 1. CO exhibits a modest association per 100 µg m<sup>-</sup> <sup>3</sup> increase (RR: 1.007; 95%CI: 1.000-1.013, lag 4). Risks are elevated in summer months, and varied by urban-rural setting. No significant effect modification is detected across age or sex subgroups. Bi-pollutant models reveal notable interaction and confounding patterns.

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Publication Details

Journal
Global Challenges
Published
2025-09-29
DOI
https://doi.org/10.1002/gch2.202500241
Citations
1
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
1.20

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article

Short‐Term Effect of Air Pollution on Out of Hospital Cardiac Arrest (OHCA) in Lombardy—A Case‐Crossover Spatiotemporal Study

Giuseppe Stirparò, Enrico G. Caiani, Lorenzo Gianquintieri, Amruta Umakant Mahakalkar et al.
1 citations
Global Challenges
Air Quality and Health Impacts
1.20
article

Short‐Term Effect of Air Pollution on Out of Hospital Cardiac Arrest (OHCA) in Lombardy—A Case‐Crossover Spatiotemporal Study

Giuseppe Stirparò, Enrico G. Caiani, Lorenzo Gianquintieri, Amruta Umakant Mahakalkar, Elena Maria Ticozzi
article en
1 citations

Abstract

Evidence linking short-term exposure to air pollution, particularly PM<sub>2.5</sub>, PM<sub>10</sub>, NO<sub>2</sub>, O<sub>3</sub>, SO<sub>2</sub>, and CO, with out-of-hospital cardiac arrest (OHCA) risk remains inconsistent. Large-scale studies using advanced air pollution exposure assessment techniques and spatiotemporal modeling are limited. This study investigates the association between short-term air pollution concentration, derived from satellite data, and OHCA events (2016 - 2019) in Lombardy, Italy, using a time-stratified case-crossover design. A two-stage distributed lag non-linear model, adjusted for meteorological factors, long-term trends, seasonality, intraweek patterns and holidays, is applied across 96 districts to estimate the exposure-lag-response relationship, followed by a regional meta-analysis. Subgroup analyses by age and sex of OHCA patients, with models stratified by urban-rural areas and seasons, and interaction with co-pollutants, are conducted. Among 37,613 OHCA cases, significant associations between OHCA and air pollutants are observed: NO<sub>2</sub> shows a delayed effect at lag 4 per 10 µg m<sup>-</sup> <sup>3</sup> increase (RR: 1.071; 95%CI: 1.029-1.114), while PM<sub>2.5</sub> (RR: 1.029; 95%CI: 1.006-1.053), PM<sub>10</sub> (RR: 1.025; 95%CI: 1.005-1.046), and O<sub>3</sub> (RR: 1.009; 95%CI: 1.001-1.016) have immediate effects at lag 0 or lag 1. CO exhibits a modest association per 100 µg m<sup>-</sup> <sup>3</sup> increase (RR: 1.007; 95%CI: 1.000-1.013, lag 4). Risks are elevated in summer months, and varied by urban-rural setting. No significant effect modification is detected across age or sex subgroups. Bi-pollutant models reveal notable interaction and confounding patterns.

Global ChallengesVol. 9(11)
IRCCS Istituto Auxologico Italiano (IT), Agenzia Regionale Emergenza Urgenza (IT), Politecnico di Milano (IT)
European Commission, National Outstanding Youth Science Fund Project of National Natural Science Foundation of China
Openalex Percentile: Top 16%
Air Quality and Health Impacts
1.20
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