Harmful Effects of Ambient Nitrogen Dioxide on Atopic Dermatitis: Comparison of Exposure Assessment Based on Monitored Concentrations and Modeled Estimates
Open accessAbstract
Precise exposure assessment of air pollutants is crucial in epidemiologic studies to ensure valid estimates of health effects. We conducted a longitudinal study to evaluate the role of air quality monitoring (AQM) measurements and high-resolution modeling outcomes focusing on nitrogen dioxide (NO2) exposure and atopic dermatitis (AD). A total of 128 young children with AD in Seoul Metropolitan Area, Korea, were recruited as a panel. We estimated the participants’ exposure to NO2 for four months, from 1 April through 31 July 2014 based on (1) monitored levels from 60 AQM stations located at varying distances from residential areas (AQM station-based NO2, AQM-NO2) and (2) estimates from a community multi-scale air quality (CMAQ) modeling system with a high-resolution (1 × 1 km) (CMAQ-NO2). We then compared the effect of AQM-NO2 on AD symptoms with that of CMAQ-NO2. The average distance between the participants’ residences and the nearest AQM station was 2.03 ± 1.06 km, ranging from 0.28 km to 5.73 km. Based on AQM-NO2, the AD symptoms increased by 10.28% (95% confidence interval (CI): 3.24, 17.79) with an increase of 10 ppb of NO2. The effect estimates of CMAQ-NO2 were similar to those of AQM-NO2 when assessed in patients living within 3 km from the nearest AQM station. Even within 1 km, the CI estimate obtained from the CMAQ was much narrower than from AQM (44.18–49.54 vs. 7.02–64.75). However, the association of AQM-NO2 with AD symptoms of patients living beyond 3 km was not positive, whereas that of CMAQ-NO2 maintained positive. In conclusion, exposure to ambient NO2 is significantly associated with aggravation of AD symptoms in young children. In addition, our study suggests that exposure assessment of NO2 using measurement data obtained from monitoring stations far from residential locations can lead to misclassification bias.
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Studies on atopic dermatitis severity showed a significant increase in atopic dermatitis symptom severity with an increase in PM10, NO2, and O3.
“These studies showed a significant increase in AD symptom severity with an increase in PM10, NO2, and O3 [19, 41, 57].”
From Air Pollution and Skin Diseases: A Systematic Review of Epidemiological Evidence (2026) · cites this paper as [41]
Section 3.3 (page unavailable) reports that higher NO₂ was significantly associated with more AD symptoms in children. The Introduction also reports a significant PM₁₀ association, but the Discussion only says O₃ is associated with symptoms; this paper does not establish a significant increase for O₃. Its main analysis concerns the presence of daily symptoms, rather than a measured increase in overall AD severity. (LLM, conf=0.85)
Experimental — accuracy not yet measuredStudies based on similar populations, but with different periods, study designs and/or statistical analysis, obtained contrasting results.
“Accordingly, studies based on similar populations, but with different periods, study designs and/or statistical analysis, obtained contrasting results [41, 44, 47, 53, 55, 61, 90, 91, 94, 95].”
From Air Pollution and Skin Diseases: A Systematic Review of Epidemiological Evidence (2026) · cites this paper as [41]
The Discussion (page unavailable) reports contrasting NO₂–atopic dermatitis associations when two exposure-assessment methods were applied to the same subgroup. That supports the general point that methodological differences can yield contrasting results, but the paper does not establish that separate studies of similar populations differed because of their study periods, designs, or statistical analyses. (LLM, conf=0.83)
Experimental — accuracy not yet measuredIn the present review, atopic dermatitis has shown a significant association with different criteria pollutants in both short- and long-term relationships, but the strength of association might vary.
“In the present review, we [37] found that AD has shown a significant association with different criteria pollutants; both in short- [19, 38–42] and long-term relationships [32, 43–46]; however, the strength of the association might vary.”
From Air Pollution and Skin Diseases: A Systematic Review of Epidemiological Evidence (2026) · cites this paper as [41]
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Cites
Diagnostic features of atopic dermatitis
Hanifin, J. M., & Rajka, G. (1980) · Acta Dermato-Venereologica · doi:10.2340/00015555924447 · Cited by 5,086 · see citing works
Approximate Inference in Generalized Linear Mixed Models
Breslow, N. E., & Clayton, D. G. (1993) · Journal of the American Statistical Association · doi:10.1080/01621459.1993.10594284 · Cited by 4,595 · see citing works
Byun, D. W., & Schere, K. L. (2006) · Applied Mechanics Reviews · doi:10.1115/1.2128636 · Cited by 2,655 · see citing works
Severity Scoring of Atopic Dermatitis: The SCORAD Index
(2009) · Dermatology · doi:10.1159/000247298 · Cited by 2,282 · see citing works
Asian emissions in 2006 for the NASA INTEX-B mission
Zhang, Q., Streets, D. G., Carmichael, G. R., He, K., Huo, H., Kannari, A., Klimont, Z., Park, I. S., Reddy, M. S., Fu, J. S., et al. (2009) · Atmospheric chemistry and physics · doi:10.5194/acp-9-5131-2009 · Cited by 1,950 · see citing works
The X-files in immunity: sex-based differences predispose immune responses
Fish, E. N. (2008) · Nature reviews. Immunology · doi:10.1038/nri2394 · Cited by 1,164 · see citing works
Eczema Prevalence in the United States: Data from the 2003 National Survey of Children's Health
Shaw, T., Currie, G. P., Koudelka, C. W., & Simpson, E. L. (2010) · Journal of Investigative Dermatology · doi:10.1038/jid.2010.251 · Cited by 721 · see citing works
Bell, M. L., Dominici, F., Ebisu, K., Zeger, S. L., & Samet, J. M. (2007) · Environmental Health Perspectives · doi:10.1289/ehp.9621 · Cited by 679 · see citing works
Is eczema really on the increase worldwide?
Williams, H. C., Stewart, A. W., von Mutius, E., Cookson, W., & Anderson, H. R. (2007) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2007.11.004 · Cited by 530 · see citing works
How Important Are Gender Differences in Pharmacokinetics?
Meibohm, B., Beierle, I., & Derendorf, H. (2002) · Clinical Pharmacokinetics · doi:10.2165/00003088-200241050-00002 · Cited by 454 · see citing works
It's all about sex: gender, lung development and lung disease
Carey, M. A., Card, J. W., Voltz, J. W., Arbes, S. J., Germolec, D. R., Korach, K. S., & Zeldin, D. C. (2007) · Trends in Endocrinology and Metabolism · doi:10.1016/j.tem.2007.08.003 · Cited by 417 · see citing works
Model Representation of Secondary Organic Aerosol in CMAQv4.7
Carlton, A. G., Bhave, P. V., Napelenok, S. L., Edney, E. O., Sarwar, G., Pinder, R. W., Pouliot, G., & Houyoux, M. R. (2010) · Environmental Science & Technology · doi:10.1021/es100636q · Cited by 409 · see citing works
The role of air pollutants in atopic dermatitis
Ahn, K. (2014) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2014.09.023 · Cited by 337 · see citing works
Self-citationLong-term exposure to close-proximity air pollution and asthma and allergies in urban children
Pénard-Morand, C., Rahérison, C., Charpin, D., Kopferschmitt, C., Lavaud, F., Caillaud, D. M., & Annesi‐Maesano, I. (2010) · European Respiratory Journal · doi:10.1183/09031936.00116109 · Cited by 310 · see citing works
Oxidative Stress in Atopic Dermatitis
Ji, H., & Li, X. (2016) · Oxidative Medicine and Cellular Longevity · doi:10.1155/2016/2721469 · Cited by 218 · see citing works
Symptoms of atopic dermatitis are influenced by outdoor air pollution.
Kim, J., Kim, E.-H., Oh, I., Jung, K., Han, Y., Cheong, H.-K., & Ahn, K. (2013) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2013.04.019 · Cited by 198 · see citing works
Self-citationSex-related differences in immune development and the expression of atopy in early childhood
Uekert, S. J., Akan, G., Evans, M. D., Li, Z., Roberg, K. A., Tisler, C. J., DaSilva, D. F., Anderson, E., Gangnon, R. E., Allen, D. B., et al. (2006) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2006.09.008 · Cited by 136 · see citing works
Association of pollution and climate with atopic eczema in US children.
Kathuria, P., & Silverberg, J. I. (2016) · Pediatric Allergy and Immunology · doi:10.1111/pai.12543 · Cited by 127 · see citing works
Bravo, M. A., Montserrat Fuentes, A., Zhang, Y., Burr, M. J., & Bell, M. L. (2012) · Environmental Research · doi:10.1016/j.envres.2012.04.008 · Cited by 122 · see citing works
Eberlein-König, B., Przybilla, B., Kühnl, P., Pechak, J., Gebefügi, I., Kleinschmidt, J., & Ring, J. (1998) · Journal of Allergy and Clinical Immunology · doi:10.1016/s0091-6749(98)70212-x · Cited by 116 · see citing works
Baxter, L. K., Dionisio, K. L., Burke, J. M., Sarnat, S. E., Sarnat, J. A., Hodas, N., Rich, D. Q., Turpin, B. J., Jones, R. R., Mannshardt, E., et al. (2013) · Journal of Exposure Science & Environmental Epidemiology · doi:10.1038/jes.2013.62 · Cited by 106 · see citing works
Kim, Y.-M., Kim, J., Han, Y., Jeon, B.-H., Cheong, H.-K., & Ahn, K. (2017) · PLOS ONE · doi:10.1371/journal.pone.0175229 · Cited by 100 · see citing works
Self-citationAre there sex and gender differences in acute exposure to chemicals in the same setting?
Arbuckle, T. E. (2005) · Environmental Research · doi:10.1016/j.envres.2005.08.015 · Cited by 92 · see citing works
Han, K. M., Song, C. H., Ahn, H. J., Park, R. S., Woo, J., Lee, C. K., Richter, A., Burrows, J. P., Kim, J. Y., & Hong, J. H. (2009) · Atmospheric chemistry and physics · doi:10.5194/acp-9-1017-2009 · Cited by 64 · see citing works
Self-citationSolé, D., Camelo‐Nunes, I. C., Wandalsen, N. F., Pastorino, A. C., Jacob, C. M. A., Gonzalez, C., Wandalsen, N. F., Filho, N. A. R., Fischer, G. B., & Naspitz, C. K. (2007) · PubMed · Cited by 51 · see citing works
Han, K. M., Lee, C. K., Lee, J., Kim, J., & Song, C. H. (2010) · Atmospheric Environment · doi:10.1016/j.atmosenv.2010.10.016 · Cited by 41 · see citing works
Self-citationAltuğ, H., Gaga, E. O., Döğeroğlu, T., Özden, Ö., Örnektekin, S., Brunekreef, B., Meliefste, K., Hoek, G., & Doorn, W. V. (2013) · Environmental Science and Pollution Research · doi:10.1007/s11356-013-1674-1 · Cited by 34 · see citing works
Kim, M., Kim, Y.-M., Lee, J. Y., Yang, H.-K., Kim, H., Cho, J., Ahn, K., & Kim, J. (2017) · Allergy and Asthma Proceedings · doi:10.2500/aap.2017.38.4055 · Cited by 32 · see citing works
Self-citationReliability and validity of the Atopic Dermatitis Symptom Score (ADSS)
Lee, J., Kim, M., Yang, H. ‐., Kim, H. M., Cho, J., Kim, Y. ‐., Lim, I. S., Cheong, H., Kim, H. S., Sohn, I., et al. (2018) · Pediatric Allergy and Immunology · doi:10.1111/pai.12865 · Cited by 21 · see citing works
Self-citationYarza, S., Hassan, L., Shtein, A., Lesser, D., Novack, L., Katra, I., Kloog, I., & Novack, V. (2020) · Atmosphere · doi:10.3390/atmos11020122 · Cited by 15 · see citing works
Lee, J. Y., Ryu, S. H., Kim, C. H., & Bae, G. (2016) · Atmospheric Pollution Research · doi:10.1016/j.apr.2016.02.007 · Cited by 14 · see citing works
Kim, Y.-M., Kim, J., Han, Y., Lee, B.-J., Choi, D.-C., Cheong, H.-K., Jeon, B.-H., Oh, I., Bae, G.-N., Lee, J. Y., et al. (2017) · Science of The Total Environment · doi:10.1016/j.scitotenv.2016.11.090 · Cited by 14 · see citing works
Self-citationSarnat, S. E., Klein, M. C., Peel, J. L., Mulholland, J. A., Sarnat, J. A., Flanders, W. D., Waller, L. A., & Tolbert, P. E. (2006) · Epidemiology · doi:10.1097/00001648-200611001-00625 · Cited by 9 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Cater, W.P.L. Documentation of the SAPRC-99 chemical mechanism for VOC reactivity assessment. Final Report to California Air Resources Board. Univ. Calif. Riverside 2000, 8, 92-329.
Cited by
Sorted by citations
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Kim, Y.-M., Kim, J., Ha, S.-C., & Ahn, K. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182111509 · Cited by 23 · see citing works
Self-citationHuang, J., Zheng, W.-H., Huang, H.-C., Ran, Y.-G., Liu, Y., & Huang, P. (2023) · Atmospheric Pollution Research · doi:10.1016/j.apr.2023.101804 · Cited by 11 · see citing works
Lee, H., Park, S., & Mayer, H. (2023) · Sustainability · doi:10.3390/su15118599 · Cited by 6 · see citing works
Study on Prevention of Acute Radiodermatitis with Soft Silicone Film Dressing
Zou, M. Y., Xu, D. J., Zhang, R., Wang, Y. X., Li, L., Huang, J. T., & Ji, X. Y. (2021) · Indian Journal of Pharmaceutical Sciences · doi:10.36468/pharmaceutical-sciences.spl.250 · Cited by 4 · see citing works
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
“These studies showed a significant increase in AD symptom severity with an increase in PM 10 , NO 2 , and O 3 [19, 41, 57].”
Influences of environmentally hazardous substances on atopic dermatitis: a review
Yu, S. Y., Kim, S. H., Choo, J. H., & Hwang, S. Y. (2025) · Molecular & Cellular Toxicology · doi:10.1007/s13273-025-00529-y · Cited by 1 · see citing works
Mananga, K., Bhuda, M. F., & Shirinde, J. (2026) · Public Health Challenges · doi:10.1002/puh2.70325
- Authors
- Kim, Y.-M., Oh, I., Kim, J., Kang, Y.-H., & Ahn, K.
- Affiliations
- Samsung Medical Center (KR)
- University of Ulsan (KR)
- Ajou University (KR)
- Corresponding author
- Ahn, Kangmo
- Venue
- Atmosphere
- Publisher
- MDPI AG
- Published
- 2020-08-28
- Volume
- 11
- Issue
- 9
- Pages
- 921
- ISSN
- 2073-4433 (ISSN-L)
- OpenAlex
- W3082437921
- Cited by
- 7
- References
- 33
- Citations by year
- 2026: 2 · 2025: 1 · 2023: 2 · 2021: 2
- FWCI
- 0.40
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Atmosphere (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- the Ministry of Environment, Republic of Korea (2013001360002)
- Topics
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Air Quality and Health Impacts
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Indoor Air Quality and Microbial Exposure
- Health Sciences › Medicine › Physiology › Asthma and respiratory diseases
- Keywords
- nitrogen dioxide, atopic dermatitis, air pollution exposure assessment, air quality monitoring stations, misclassification bias, young children
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