Abstract
This space-time-stratified case-crossover study examined the association between short-term exposure to satellite-derived air pollutants and cardiovascular disease (CVD) mortality in eight Iranian cities from 2018 to 2022. Using quasi-Poisson regression and distributed lag non-linear models (DLNM), we estimated the effects of air pollutant exposure on cumulative lags (0-6, 0-14, 0-21, and 0-28 days) before mortality. The simultaneous effects of multiple air pollutants on CVD were also examined. This association was adjusted for potential confounders, including meteorological factors. Finally, we conducted a stratified analysis based on gender, age, and season to evaluate possible effect modification in the study. During the study period, 115,193 CVD deaths were reported across eight large cities in Iran. In single-pollutant models, CO, PM(2.5), and O(3) showed the strongest significant associations with CVD mortality during the cumulative lag of 0-28 days, while no significant association was observed for O(3). In the two-pollutant models, the association between CVD mortality and NO(2) was weakened when PM(2.5) was added, whereas the associations with CO and O(3) slightly strengthened. Adding CO to the model containing NO(2) led to a significant reduction in the association with CO, while the association with NO(2) remained unchanged. Similar patterns to the single-pollutant models were observed for the combination of NO(2) and O(3), as well as CO and O(3). The association with PM(2.5) remained unchanged in all two-pollutant models, preserving its lag structure and statistical significance. The findings indicate that estimates varied based on gender, age groups, and season. Men, individuals aged 40 or older, and winter seasons showed higher sensitivity to pollutants. Our findings highlight the importance of investigating the health-related multidimensional impact of air pollutants, particularly in more polluted developing countries like Iran. The results should warn national policy makers to set guided resource allocations for environmental health monitoring, and support the implementation of targeted interventions to reduce its impact on public health. Meanwhile, future research should explore the effectiveness of pollution mitigation strategies and investigate the long-term health impacts of sustained air pollutants.