Association between short-term exposure to atmospheric black carbon and acute exacerbations of childhood asthma
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Updated: Jun 12, 2026

Split Point Analysis and Uncertainty Quantification of Thermal-Optical Organic/Elemental Carbon Measurements
Published on: September 7, 2019
Yating He1, Zhonghua Lu2, Wanting Huang1
1Department Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China.
Objective:
This study aimed to investigate the association between short-term exposure to atmospheric black carbon and acute exacerbations of childhood asthma and provide a theoretical basis for identifying strategies to reduce air pollutant exposure and prevent acute asthma attacks in children.
Methods:
Data on chilhood asthma cases were obtained from the Xiamen Health and Medical Big Data Center between January 2020 and December 2023. A case-crossover design was applied, with the day of acute asthma exacerbation designated as the case day and the 7 days prior designated as control days. The study collected data on black carbon, PM₂.₅, and its components (sulfate, nitrate, ammonium, and organic matter) concentrations, as well as meteorological factors for the 0-6 day lag period. Generalized linear mixed-effects model (GLMM) were used to develop single- and two-pollutant models, while Bayesian kernel machine regression (BKMR) was employed to build multi-pollutant models. These models were used to evaluate the independent, interactive, and combined effects of short-term black carbon exposure. Stratified analyses were conducted by age, sex, and season.
Results:
A total of 3,440 cases were ultimately included in this study. After adjusting for temperature, relative humidity, fever, and total PM₂.₅ mass, the single-pollutant model revealed that black carbon exposure was significantly associated with acute asthma exacerbations at a 3-day lag (aOR = 1.2089, 95% CI: 1.0348-1.4122), with the risk increasing as black carbon concentrations rose. In the two-pollutant model, black carbon exposure at a 3-day lag remained significantly associated with acute asthma exacerbations and demonstrated interaction effects with PM2.5 components including sulfate, nitrate, and ammonium. In the multi-pollutant model, mixed exposure to pollutants was positively associated with acute asthma exacerbations at a 3-day lag, with black carbon emerging as a critical factor. Additionally, black carbon exhibited interaction effects with ammonium. Stratified analysis indicated that black carbon exposure in winter was more likely to trigger acute asthma exacerbations.
Conclusion:
Short-term exposure to black carbon is significantly associated with acute asthma exacerbations in children, particularly at a 3-day lag. The risk is higher in children exposed in winter. Furthermore, complex interaction effects exist between black carbon and other pollutants.
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