Associations between long-term exposure to PM2.5 chemical constituents and allergic diseases: evidence from a large cohort study in China
Abstract
Background Exposure to air pollutants may cause immune responses and further allergic diseases, but existing studies have mostly, if not all, focused on effects of short-term exposure to PM 2.5 on allergic diseases. Objectives We estimated associations of long-term exposure to PM 2.5 chemical constituents with allergic disease risks and effect modification. Methods We used the baseline of a newly established, provincially representative cohort of 51,480 participants in southwest China. The presence of allergic rhinitis, allergic asthma, urticaria, and allergic conjunctivitis was self-reported by following a formed questionnaire in face-to-face interviews. The average concentrations of PM 2.5 chemical constituents (NO 3 - , SO 4 2- , NH 4 + , organic matter [OM], and black carbon [BC]) over participants' residence were estimated using machine learning models. Logistic regression with double robust estimator and weighted quantile sum regression were used to estimate the effects of PM 2.5 chemical constituents on allergic disease risks, as well as relative importance of each PM 2.5 chemical constituent. Results Per interquartile range increase in the concentration of all PM 2.5 chemical constituents was associated with the elevated risks for allergic asthma (OR = 1.79 [1.41-2.26]), allergic conjunctivitis (1.54 [1.19-2.00]), urticaria (1.36 [1.25-1.48]), and allergic rhinitis (1.18 [1.11-1.26]). NO 3 - contributed more to risks for allergic asthma (weight = 46.05 %), urticaria (…
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Based on age, sex, and season, no significant difference was observed across studies for urticaria.
“Based on age, sex, and season, no significant difference was observed across studies [21, 76].”
From Air Pollution and Skin Diseases: A Systematic Review of Epidemiological Evidence (2026) · cites this paper as [76]
Both short- and long-term studies reported strong associations between urticaria and particulate pollutants such as PM2.5 and PM10.
“while both short- and long-term studies reported strong associations between urticaria and particulate pollutants such as PM2.5 and PM10 [75, 76].”
From Air Pollution and Skin Diseases: A Systematic Review of Epidemiological Evidence (2026) · cites this paper as [76]
Cites
The nitrate-nitrite-nitric oxide pathway in physiology and therapeutics
Lundberg, J. O., Weitzberg, E., & Gladwin, M. T. (2008) · Nature Reviews Drug Discovery · doi:10.1038/nrd2466 · Cited by 2,739 · see citing works
A New Criterion for Confounder Selection
VanderWeele, T. J., & Shpitser, I. (2011) · Biometrics · doi:10.1111/j.1541-0420.2011.01619.x · Cited by 434 · see citing works
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Air Pollution and Skin Diseases: A Systematic Review of Epidemiological Evidence
Singh, N., Schikowski, T., & Krutmann, J. (2026) · American Journal of Clinical Dermatology · doi:10.1007/s40257-026-01006-5 · Cited by 4 · see citing works
“…of psoriasis, the short-term association between AP and hospital visits for urticaria was higher for gaseous pollutants such as NO 2 and SO 2 [72–74], while both short-and long-term studies reported strong associations between urticaria and particulate pollutants such as PM 2.5 and PM 10 [75, 76].”
Influential
- Authors
- Feng, C., Shao, Y., Ye, T., Cai, C., Yin, C., Li, X., Liu, H., Ma, H., Yu, B., Qin, M., Chen, Y., Yang, Y., Xu, W., Zhu, Q., Jia, P., & Yang, S.
- Affiliations
- Hong Kong Polytechnic University (HK)
- Yunnan Center for Disease Control And Prevention (CN)
- Sichuan University (CN)
- Wuhan University (CN)
- Chengdu Seventh People's Hospital (CN)
- Corresponding author
- Jia, Peng
- Yang, Shujuan
- ORCID
- Venue
- Science of The Total Environment
- Publisher
- Elsevier BV
- Published
- 2023-12
- Volume
- 904
- Pages
- 166755
- ISSN
- 0048-9697 (ISSN-L)
- OpenAlex
- W4386318642
- Cited by
- 33
- References
- 2
- Citations by year
- 2026: 14 · 2025: 14 · 2024: 4 · 2023: 1
- FWCI
- 3.77
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- The Science of The Total Environment (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (42271433)
- Wuhan University (WHU-GJZDZX-PT07)
- Topics
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Air Quality and Health Impacts
- Health Sciences › Medicine › Physiology › Asthma and respiratory diseases
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Indoor Air Quality and Microbial Exposure
- Keywords
- long-term air pollution exposure, allergic diseases, allergic rhinitis, allergic asthma, urticaria, allergic conjunctivitis, nitrate, ammonium, organic matter, black carbon, effect modification, ethnic minorities, farmers, Southwest China, weighted quantile sum regression, immune response
- MeSH terms
- Air Pollutants, Air Pollution, Asthma, China, Conjunctivitis, Allergic, Environmental Exposure, Humans, Urticaria, Cohort Studies, Particulate Matter, Rhinitis, Allergic
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