Abstract
Background
For about three decades now, the number of people suffering from atopy including atopic dermatitis (AD) has been increasing in developed countries. Genetic background and environmental factors including air pollution play an effective role in its incidence. This study examined the association between air pollutants and exacerbation of AD symptoms including sleep disturbance and itching in AD patients of Tehran.
Methods
In this panel study, 31 patients with AD who admitted to Razi Hospital, dermatology hospital in Tehran, entered the research. Daily information including questions on disease symptoms (sleep disturbance, itching) and duration of outdoor stay (in hours) were collected using a questionnaire. The mean 24-h concentrations of PM2.5 and PM10 pollutants were obtained from the Air Quality Control Company. The relationship between the concentrations of the pollutants and exacerbation of the disease symptoms was investigated using the GEE (Generalized Estimating Equations) model.
Results
There was a significant relationship between the concentrations of air pollutants and exacerbation of sleep disturbance and itching on the same day, before, and after adjusting the effects of the confounding variables, so that the estimated odds ratios (95% confidence interval) between PM10 and PM2.5 and exacerbation of itching were 1.06 (1.02–1.10) and 1.17 (1.07–1.28), respectively.
Conclusions
There was a significant statistical relationship between the concentration of particulate matter (PM2.5 and PM10) and exacerbation of sleep disturbance and itching. PM2.5 showed a stronger relationship with the exacerbation of symptoms compared to PM10.
Keywords: Air pollution, Atopic dermatitis, Particulate matter, Itching, Sleep disturbance
Background
Atopic dermatitis (AD) is a chronic, pruritic inflammatory skin disease and a global health issue. The prevalence of AD is 10–20% in children and 1–3% in adults [1, 2]. According to reports, the number of people with atopy, including atopic dermatitis, has grown steadily over the last three decades in developed countries where air pollution is one of the major problems [3–9]. A number of factors contribute to the development of this disease, including genetics, smoking, age, gender, lifestyle, stress, family history of the disease, and environmental stimuli such as dust, mites, molds, cigarette smoke, air pollution, heating system, aerogens, and climate change [4, 10–16]. The disease is usually associated with severe itching, sleep disturbance, educational and social status impairment, decreased quality of life, physical and psychological stresses on the family and related people resulting from this disease, and imposition of economic costs [17–22].
Although the mechanism of the effect of exposure to air pollutants in exacerbating allergic diseases is unknown, some studies have shown that pollutants cause skin disorder or disruptions the immune system and exacerbate pulmonary diseases through the mechanism of oxidative stress [23, 24]. These pollutants include particulate matters that can cause respiratory disorders including asthma, especially in susceptible individuals, and skin inflammation in patients with AD [25–28]. Song et al. showed that particles can have a more negative effect on pulmonary function in people with atopic dermatitis than others and, therefore, these people are more vulnerable [25].
Several studies have been carried out on air pollutants and development of allergic diseases including AD [5, 9, 29–33]. A study in Spain on air pollutants (SO2, NO2, and CO) and allergic diseases (asthma, allergic rhinitis, and dermatitis) reported a significant relationship between CO and incidence of dermatitis, so that the odds ratio (95% confidence interval) was 1.55 (1.17–2.04) [5]. A study in Korea showed that the risk of AD symptoms (95% confidence interval) increased by 3.2% (1.5–4.9), 5.0% (1.4–8.8), and 6.1% (3.2–9.0) per 10 units increase in the concentration of PM10, NO2, and O3, respectively [9]. Lee et al. examined the relationship between air pollutants and occurrence of dermatitis in 317,926 students in Taiwan and noticed a significant relationship between dermatitis and NOx and CO, which was more pronounced in girls [34]. However, no significant relationship has been reported in some other studies [35–37].
Although studies have been conducted on the relationship between air pollutants and incidence of AD, there are fewer studies into the relationship between concentrations of these pollutants and exacerbation of the disease symptoms. Given the increasing concentration of air pollutants in Tehran due to uncontrolled growth and the presence of vehicles, and since identification of factors influencing occurrence of any disease in a community is necessary for its prevention and treatment, the present study aimed to examine the association between particulate matters and exacerbation of sleep disturbance and itching in patients with atopic dermatitis living in Tehran.
Methods
Study location
This study was conducted in Tehran Metropolis, the most polluted city in Iran. Tehran is located at a longitude of 51°17′ to 51°33 ´E, a latitude of 35°36′ to 35°44′ N, and an altitude of 900–1800 m. According to the last census in 2016, it had an estimated population of 8,737,510.
Study design and population
This panel study was conducted on 31 patients (non-smoker and resident of Tehran) with atopic dermatitis diagnosed by specialists according to clinical criteria who admitted to Razi Hospital, dermatology hospital in Tehran, during February 2013 and were willing to participate in this research and declared their oral informed consent. Information related to these patients including age, BMI in kg/m2, gender, family history of skin disease, level of education, parents’ educational level, allergy, stress, exposure to cigarette smoke at home, and keeping pets at home) was collected. Moreover, severity of disease was determined as mild (0–25), moderate (25–35), or severe (35–50) in each patient based on the Scoring Atopic Dermatitis (SCORAD) index [38]. The daily living questionnaire containing questions on sleep disturbance (no disturbance /AD-induced disturbance), itching (no itching/AD-induced itching), consumption of antihistamines, passive smoking, and hours of outdoor stay was given to each participant. The patients were taught and asked to fill out the questionnaires at each day based on symptoms of the previous day. The questionnaires were completed for 62 consecutive days (from 21 April 2013 to 21 June 2013). Weekly telephone calls were made to all of the patients to remind them of completing the questionnaires, and the questionnaires were collected every week. The ambiguities in the answers were resolved during telephone conversations with the patients or in face-to-face meetings. The study has been approved by institutional review board (Institute for Environmental Research;92-01-46-22,328).
Air pollutants and meteorological variables
Information regarding the mean 24-h concentrations of PM2.5 and PM10 (μg/m3) was obtained from the Air Quality Control Company. Since the pollutants information was not recorded at all stations (n = 44) for the 62 consecutive days, the information of those stations which results included at least 90% of the study period was used. The average 24-h temperature (°C) and relative humidity (%) were also obtained from the National Climatic Data Center (NCDC).
Statistical analyses
The continuous and categorical characteristics of the study subjects were represented through mean with standard deviation (SD) and count (percentage), respectively. The 24 h averages of air pollutants and meteorological variables were described by minimum, maximum, mean, SD, and quartiles. The patients’ self-reported symptoms were regarded as binary outcomes and generalized estimating equations (GEE) with logit link and first-order autoregressive (AR(1)) working correlation matrix structure was applied to assess the association between each air pollutant and each health outcome (skin itching and sleep disturbance). The model was adjusted for the effect of outdoor stay (in hours) and relative humidity (%). All effect estimates were expressed by odds ratio (OR) with 95% confidence interval (CI). To consider the delayed effect of each pollutant on the study symptoms, lag 1 and lag 2 of each air pollutant concentration were also regarded in model which respectively show the concentration on 2 and 3 days before symptom reporting. P values less than 0.05 were considered as statistically significant. All analyses were performed in IBM SPSS Statistics for Windows (Version 20.0. Armonk, NY: IBM Corp.).
Results
Out of 31 patients with AD, 26 were females and 5 were males. The mean age of participants was 23.65 ± 9.66 years (Min: 7, Max: 47 years). None of them had any family history of the disease or kept pets at home. According to the SCORAD index, most of the studied patients (n = 19, 61.3%) exhibited severe symptoms. Tables 1 and 2 represent the characteristics of the study participants and their self-reported symptoms, respectively.
Table 1.
Atopic dermatitis patients (n = 31) | ||
---|---|---|
Age (years) | 23.65 ± 9.66 | |
BMI (kg/m2) | 21.82 ± 3.64 | |
Gender | Male | 5 (16.1%) |
Female | 26 (83.9%) | |
SCORAD Index | Mild | 1 (3.2%) |
Moderate | 11 (35.5%) | |
Severe | 19 (61.3%) | |
History of dermal diseases | No | 31 (100%) |
Educational level of patients | Student | 14 (45.1%) |
Bachelor’s degree | 13 (41.9%) | |
Higher than Bachelor’s degree | 4 (12.9%) | |
Educational level of parents | Diploma | 15 (48.4%) |
Bachelor’s degree | 15 (48.4%) | |
Higher than Bachelor’s degree | 1 (3.2%) | |
Allergy | Yes | 4 (12.9%) |
No | 27 (87.1%) | |
Stress | Yes | 12 (38.7%) |
No | 19 (61.3%) | |
Pets at home | No | 31 (100%) |
Exposure to cigarette smoke at home | No | 31 (100%) |
Outdoor stay (hour) | Min:0 Max:6 | 1.44 ± 0.81 |
Table 2.
Health outcomes | Among 1922 symptom diaries (62 reports of 31 subjects) | |
---|---|---|
Skin itching | Yes | 1430 (74.4%) |
No | 492 (25.6%) | |
Sleep disturbance | Yes | 1098 (57.1%) |
No | 824 (42.9%) |
During the 62-day study period, the average 24-h concentrations of PM2.5 and PM10 were 30.52 ± 11.64 and 89.02 ± 33.74 (μg/m3), respectively, and the mean temperature and relative humidity were 22.41 ± 4.12 °C and 24.13 ± 8.26% (Table 3).
Table 3.
Mean | SD | Percentile | Minimum | Maximum | |||
---|---|---|---|---|---|---|---|
25th | 50th | 75th | |||||
PM2.5 (μg/m3) | 30.52 | 11.64 | 21.66 | 28.10 | 36.75 | 14.62 | 67.08 |
PM10 (μg/m3) | 89.02 | 33.74 | 64.56 | 83.89 | 114.04 | 42.65 | 190.36 |
Temperature (°C) | 22.41 | 4.12 | 20.50 | 22.15 | 25.80 | 13.90 | 30.60 |
Relative humidity (%) | 24.13 | 8.26 | 18.50 | 20.95 | 30.77 | 9.90 | 44.10 |
Based on Table 4, there was a statistically significant relationship between the concentration of PM2.5 and PM10 and exacerbation of AD symptoms before and after adjustment for the effects of relative humidity and outdoor stay. For every 10 μg/m3 increase in PM2.5, the odds of exacerbation of itching and sleep disturbance on the same day increased by 17% (OR = 1.17) and 24% (OR = 1.24), respectively. Moreover, regarding lag 2, the odds of itching and sleep disturbance increased by 18% (OR = 1.18) and 33% (OR = 1.33) per 10 μg/m3 increase in concentration of PM2.5, respectively. In other words, it took 1–3 days that increment in the concentration of PM2.5 exhibits its effect on sleep disturbance and itching in AD patients. The greater effects on the exacerbation of AD symptoms were observed in Lag 2.
Table 4.
Pollutant | # | Symptoms | Symptoms | ||||||
---|---|---|---|---|---|---|---|---|---|
Skin itching | Sleep disturbance | Skin itching | Sleep disturbance | ||||||
Crude OR (95%CI) | p value | Crude OR (95%CI) | p value | Adjusted OR **(95%CI) | p value | Adjusted OR** (95%CI) | p value | ||
PM2.5(μg/m3)* | Same day | 1.20 (1.09–1.32) | <0.001 | 1.26 (1.17–1.35) | <0.001 | 1.17 (1.07–1.28) | 0.001 | 1.24 (1.14–1.34) | <0.001 |
Lag 1 | 1.14 (1.03–1.27) | 0.015 | 1.18 (1.09–1.27) | <0.001 | 1.18 (1.05–1.32) | 0.005 | 1.21 (1.12–1.30) | <0.001 | |
Lag 2 | 1.16 (1.06–1.27) | 0.001 | 1.31 (1.20–1.44) | <0.001 | 1.18 (1.06–1.30) | 0.002 | 1.33 (1.22–1.45) | <0.001 | |
PM10 (μg/m3)* | Same day | 1.07 (1.03–0.10) | <0.001 | 1.10 (1.07–1.13) | <0.001 | 1.06 (1.02–1.10) | 0.001 | 1.09 (1.06–1.13) | <0.001 |
Lag 1 | 1.04 (1.01–1.08) | 0.023 | 1.04 (1.02–1.07) | 0.001 | 1.05 (1.00–1.10) | 0.029 | 1.05 (1.02–1.08) | 0.001 | |
Lag 2 | 1.08 (1.04–1.13) | <0.001 | 1.12 (1.08–1.16) | <0.001 | 1.09 (1.04–1.14) | <0.001 | 1.13 (1.09–1.17) | <0.001 |
# Same day, Lag1, Lag2 represent the air pollutant concentrations on 1, 2, and 3 days before symptom reporting, respectively
*OR for 10μg/m3 increase in concentration of air pollutant
**Adjusted by outdoor stay and relative humidity
Discussion
This research studied the relationship between the concentrations of the PM2.5 and PM10 pollutants and exacerbation of sleep disturbance and itching in patients with AD who lived in Tehran. Results indicated a significant relationship between these pollutants and exacerbation of the disease symptoms.
In this study, the concentration of PM2.5 and PM10 were significantly related to exacerbation of AD symptoms before and after adjusting the effects of relative humidity and outdoor stay. According to the odds ratios, PM2.5 had a stronger relationship with exacerbation of AD symptoms compared to PM10. This was due to the smaller size of PM2.5 that allowed it to penetrate deeper into the skin and exert greater adverse effects on human health.
Some studies reported relationships between PM and exacerbation of AD symptoms [30, 39, 40]. For example, a panel study similar to the present one was performed by Song et al. in Korea on the relationship between PM and exacerbation of AD symptoms on forty-one patients which showed that increased concentrations of ultrafine particles (UFPs) exacerbate AD symptoms. Moreover, exacerbation of symptoms was influenced by the increase in the concentrations of these particles on the previous day so that there was a 3.11% (0.17–6.14) increase in itching symptoms in the patients per interquartile-range increase in the concentrations of the UFPs on the previous day [30].
In another study by Oh et al. in South Korea, a significant relationship was found between PM2.5 and PM10 and exacerbation of AD symptoms. PM2.5 had a stronger relationship (OR = 1.39; 95% CI: 1.21–1.61) with exacerbation of the symptoms than PM10 which is consistent with the findings of the present research [40].
A cross-sectional study in Taiwan on 1023 atopic dermatitis patients reported a significant relationship between PM2.5 and the disease progress. The adjusted odds ratio (95% CI) was 1.02 (1.01–1.03) [41].
Penard-Morand et al. carried out a research on the relationship between air pollution and respiratory and atopic problems in 6 French cities. Results revealed a positive relationship between SO2, PM10, and ozone concentrations and the mentioned outcomes. Our findings is in agreement with this study [29].
The present study was the first panel study conducted in Tehran and, of course, it had some limitations. Since it was conducted only in one season of the year and with a relatively small sample size, it seems that future research should be conducted on larger sample sizes in all seasons of the year. In addition, because the information received from the stations assessing air pollutants was not complete, the relationships between the ozone, carbon monoxide, nitrogen dioxide, and sulfur dioxide pollutants with the exacerbation of AD symptoms were not investigated. Moreover, considering previous studies, it is suggested to investigate the relationship between UFPs and the aforementioned outcomes.
Conclusion
This research determined the relationships between PM2.5 and PM10 and sleep disturbance and itching in patient with atopic dermatitis who lived in Tehran. Results showed that particulate matters had a great influence in exacerbation of AD symptoms. In addition, among the studied particles, PM2.5 had a stronger relationship with exacerbation of AD. Moreover, it was observed that exacerbation of itching and sleep disturbance can be influenced by increased concentrations of the particles 1–3 days before the occurrence of symptoms.
Acknowledgments
This research was financially supported by the Institute for Environmental Research (IER) of Tehran University of Medical Sciences (grant number 92-01-46-22328). We thank all the patients who participated in this research, and the Razi hospital staffs for their cooperation.
Abbreviations
- AD
atopic dermatitis
- CIs
Confidence intervals
- GEE
Generalized Estimating Equations
- NCDC
National Climatic Data Center
- ORs
Odds ratios
- PM2.5
Particulate matter ≤2.5 μm in aerodynamic diameter
- PM10
Particulate matter ≤10 μm in aerodynamic diameter
- SCORAD
Scoring Atopic Dermatitis
- SD
Standard deviation
Compliance with ethical standards
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Conflict of interest
The authors declare that they have no conflict of interest.
Footnotes
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Homa Kashani, Email: hkashani@tums.ac.ir.
Masud Yunesian, Email: yunesian@tums.ac.ir.
References
- 1.Lipozenčić J, Wolf R. Atopic dermatitis: an update and review of the literature. Dermatol Clin. 2007;25(4):605–612. doi: 10.1016/j.det.2007.06.009. [DOI] [PubMed] [Google Scholar]
- 2.Williams H, Stewart A, von Mutius E, Cookson W, Anderson HR. Is eczema really on the increase worldwide? J Allergy Clin Immunol. 2008;121(4):947–954. [DOI] [PubMed]
- 3.Asher MI, Montefort S, Björkstén B, Lai CK, Strachan DP, Weiland SK, et al. Worldwide time trends in the prevalence of symptoms of asthma, allergic rhinoconjunctivitis, and eczema in childhood: ISAAC phases one and three repeat multicountry cross-sectional surveys. Lancet. 2006;368(9537):733–743. doi: 10.1016/S0140-6736(06)69283-0. [DOI] [PubMed] [Google Scholar]
- 4.Jenerowicz D, Silny W, Danczak-Pazdrowska A, Polanska A, Osmola-Mankowska A, Olek-Hrab K. Environmental factors and allergic diseases. Ann Agric Environ Med. 2012;19(3):475–481. [PubMed] [Google Scholar]
- 5.Arnedo-Pena A, García-Marcos L, Urueña IC, Monge RB, Suárez-Varela MM, Canflanca IM, et al. Air pollution and recent symptoms of asthma, allergic rhinitis, and atopic eczema in schoolchildren aged between 6 and 7 years. Arch Bronconeumol. 2009;45(5):224–229. doi: 10.1016/j.arbres.2008.10.004. [DOI] [PubMed] [Google Scholar]
- 6.Takizawa H. Impact of air pollution on allergic diseases. Korean J Intern Med. 2011;26(3):262–273. doi: 10.3904/kjim.2011.26.3.262. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Solé D, Camelo-Nunes I, Wandalsen G, Pastorino A, Jacob C, Gonzalez C, Wandalsen NF, Rosário Filho NA, Fischer GB, Naspitz CK. Prevalence of symptoms of asthma, rhinitis, and atopic eczema in Brazilian adolescents related to exposure to gaseous air pollutants and socioeconomic status. J Investig Allergol Clin Immunol. 2007;17(1):6–13. [PubMed] [Google Scholar]
- 8.Kim E-H, Kim S, Lee JH, Kim J, Han Y, Kim Y-M, et al. Indoor air pollution aggravates symptoms of atopic dermatitis in children. PLoS One. 2015;10(3):1–9. doi: 10.1371/journal.pone.0119501. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Kim Y-M, Kim J, Han Y, Jeon B-H, Cheong H-K, Ahn K. Short-term effects of weather and air pollution on atopic dermatitis symptoms in children: a panel study in Korea. PLoS One. 2017;12(4):210–218. doi: 10.1371/journal.pone.0175229. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.D'amato G, Cecchi L. Effects of climate change on environmental factors in respiratory allergic diseases. Clin Exp Allergy. 2008;38(8):1264–1274. doi: 10.1111/j.1365-2222.2008.03033.x. [DOI] [PubMed] [Google Scholar]
- 11.Kantor R, Kim A, Thyssen JP, Silverberg JI. Association of atopic dermatitis with smoking: a systematic review and meta-analysis. J Am Acad Dermatol. 2016;75(6):1119–1125. doi: 10.1016/j.jaad.2016.07.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Lee JH, Suh J, Kim EH, Cho JB, Park HY, Kim J, Ahn K, Cheong HK, Lee SIL. Surveillance of home environment in children with atopic dermatitis: a questionnaire survey. Asia Pac Allergy. 2012;2(1):59–66. doi: 10.5415/apallergy.2012.2.1.59. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Nutten S. Atopic dermatitis: global epidemiology and risk factors. Ann Nutr Metab. 2015;66(1):8–16. doi: 10.1159/000370220. [DOI] [PubMed] [Google Scholar]
- 14.Park H, Kim K. Association of perceived stress with atopic dermatitis in adults: a population-based study in Korea. Int J Environ Res Public Health. 2016;13(8):760. doi: 10.3390/ijerph13080760. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Sybilski AJ, Zalewska M, Furmańczyk K, Lipiec A, Krzych-Fałta E, Samoliński B. The prevalence of sensitization to inhalant allergens in children with atopic dermatitis. Allergy Asthma Proc. 2015;36:e81–ee5. doi: 10.2500/aap.2015.36.3882. [DOI] [PubMed] [Google Scholar]
- 16.Cork MJ, Robinson DA, Vasilopoulos Y, Ferguson A, Moustafa M, MacGowan A, Duff GW, Ward SJ, Tazi-Ahnini R. New perspectives on epidermal barrier dysfunction in atopic dermatitis: gene–environment interactions. J Allergy Clin Immunol. 2006;118(1):3–21. doi: 10.1016/j.jaci.2006.04.042. [DOI] [PubMed] [Google Scholar]
- 17.Alvarenga TM, Caldeira AP. Quality of life in pediatric patients with atopic dermatitis. J Pediatr. 2009;85(5):415–420. doi: 10.2223/JPED.1924. [DOI] [PubMed] [Google Scholar]
- 18.Chang Y-S, Chou Y-T, Lee J-H, Lee P-L, Dai Y-S, Sun C, et al. Atopic dermatitis, melatonin, and sleep disturbance. Pediatrics. 2014;134:397–405. doi: 10.1542/peds.2014-0376. [DOI] [PubMed] [Google Scholar]
- 19.Camfferman D, Kennedy JD, Gold M, Martin AJ, Lushington K. Eczema and sleep and its relationship to daytime functioning in children. Sleep Med Rev. 2010;14(6):359–369. doi: 10.1016/j.smrv.2010.01.004. [DOI] [PubMed] [Google Scholar]
- 20.Ben-Gashir MA, Seed PT, Hay RJ. Quality of life and disease severity are correlated in children with atopic dermatitis. Br J Dermatol. 2004;150(2):284–290. doi: 10.1111/j.1365-2133.2004.05776.x. [DOI] [PubMed] [Google Scholar]
- 21.Avena-Woods C. Overview of atopic dermatitis. Am J Manag Care. 2017;23(8):115–123. [PubMed] [Google Scholar]
- 22.Chamlin SL, Cella D, Frieden IJ, Williams ML, Mancini AJ, Lai J-S, Chren MM. Development of the childhood atopic dermatitis impact scale: initial validation of a quality-of-life measure for young children with atopic dermatitis and their families. J Investig Dermatol. 2005;125(6):1106–1111. doi: 10.1111/j.0022-202X.2005.23911.x. [DOI] [PubMed] [Google Scholar]
- 23.Ahn K. The role of air pollutants in atopic dermatitis. J Allergy Clin Immunol. 2014;134(5):993–999. doi: 10.1016/j.jaci.2014.09.023. [DOI] [PubMed] [Google Scholar]
- 24.Ciencewicki J, Trivedi S, Kleeberger SR. Oxidants and the pathogenesis of lung diseases. J Allergy Clin Immunol. 2008;122(3):456–468. doi: 10.1016/j.jaci.2008.08.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Song S, Paek D, Lee K, Lee Y-M, Lee C, Park C, Yu SD. Effects of ambient fine particles on pulmonary function in children with mild atopic dermatitis. Arch Environ Occup Health. 2013;68(4):228–234. doi: 10.1080/19338244.2012.701247. [DOI] [PubMed] [Google Scholar]
- 26.Zhang S, Li G, Tian L, Guo Q, Pan X. Short-term exposure to air pollution and morbidity of COPD and asthma in East Asian area: a systematic review and meta-analysis. Environ Res. 2016;148:15–23. doi: 10.1016/j.envres.2016.03.008. [DOI] [PubMed] [Google Scholar]
- 27.Krutmann J, Liu W, Li L, Pan X, Crawford M, Sore G, Seite S. Pollution and skin: from epidemiological and mechanistic studies to clinical implications. J Dermatol Sci. 2014;76(3):163–168. doi: 10.1016/j.jdermsci.2014.08.008. [DOI] [PubMed] [Google Scholar]
- 28.Jin S-P, Li Z, Choi EK, Lee S, Kim YK, Seo EY, Chung JH, Cho S. Urban particulate matter in air pollution penetrates into the barrier-disrupted skin and produces ROS-dependent cutaneous inflammatory response in vivo. J Dermatol Sci. 2018;91:175–183. doi: 10.1016/j.jdermsci.2018.04.015. [DOI] [PubMed] [Google Scholar]
- 29.Pénard-Morand C, Charpin D, Raherison C, Kopferschmitt C, Caillaud D, Lavaud F, et al. Long-term exposure to background air pollution related to respiratory and allergic health in schoolchildren. Clin Exp Allergy. 2005;35(10):1279–1287. doi: 10.1111/j.1365-2222.2005.02336.x. [DOI] [PubMed] [Google Scholar]
- 30.Song S, Lee K, Lee Y-M, Lee J-H, Lee SI, Yu S-D, et al. Acute health effects of urban fine and ultrafine particles on children with atopic dermatitis. Environ Res. 2011;111(3):394–399. doi: 10.1016/j.envres.2010.10.010. [DOI] [PubMed] [Google Scholar]
- 31.Hasunuma H, Ishimaru Y, Yoda Y, Shima M. Decline of ambient air pollution levels due to measures to control automobile emissions and effects on the prevalence of respiratory and allergic disorders among children in Japan. Environ Res. 2014;131:111–118. doi: 10.1016/j.envres.2014.03.007. [DOI] [PubMed] [Google Scholar]
- 32.Wang I-J, Tung T-H, Tang C-S, Zhao Z-H. Allergens, air pollutants, and childhood allergic diseases. Int J Hyg Environ Health. 2016;219(1):66–71. doi: 10.1016/j.ijheh.2015.09.001. [DOI] [PubMed] [Google Scholar]
- 33.Morgenstern V, Zutavern A, Cyrys J, Brockow I, Koletzko S, Kramer U, et al. Atopic diseases, allergic sensitization, and exposure to traffic-related air pollution in children. Am J Respir Crit Care Med. 2008;177(12):1331–1337. doi: 10.1164/rccm.200701-036OC. [DOI] [PubMed] [Google Scholar]
- 34.Lee Y-L, Su H-J, Sheu H-M, Yu H-S, Guo YL. Traffic-related air pollution, climate, and prevalence of eczema in Taiwanese school children. J Investig Dermatol. 2008;128(10):2412–2420. doi: 10.1038/jid.2008.110. [DOI] [PubMed] [Google Scholar]
- 35.Diette GB, Hansel NN, Buckley TJ, Curtin-Brosnan J, Eggleston PA, Matsui EC, McCormack MC, Williams D’AL, Breysse PN. Home indoor pollutant exposures among inner-city children with and without asthma. Environ Health Perspect. 2007;115(11):1665–1669. doi: 10.1289/ehp.10088. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Oftedal B, Nystad W, Brunekreef B, Nafstad P. Long-term traffic-related exposures and asthma onset in schoolchildren in Oslo, Norway. Environ Health Perspect. 2009;117(5):839–844. doi: 10.1289/ehp.11491. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Dotterud L, Odland J, Falk E. Atopic diseases among schoolchildren in Nikel, Russia, an Arctic area with heavy air pollution. Acta Derm Venereol. 2001;81(3):198–201. doi: 10.1080/000155501750376302. [DOI] [PubMed] [Google Scholar]
- 38.Stalder J, Taieb A, Atherton D, Bieber P, Bonifazi E, Broberg A, et al. Severity scoring of atopic dermatitis: the SCORAD index: consensus report of the european task force on atopic dermatitis. Dermatology. 1993;186(1):23–31. doi: 10.1159/000247298. [DOI] [PubMed] [Google Scholar]
- 39.Bakke JV, Wieslander G, Norback D, Moen BE. Eczema increases susceptibility to PM10 in office indoor environments. Arch Environ Occup Health. 2012;67(1):15–21. doi: 10.1080/19338244.2011.564236. [DOI] [PubMed] [Google Scholar]
- 40.Oh I, Lee J, Ahn K, Kim J, Kim Y-M, Sim CS, et al. Association between particulate matter concentration and symptoms of atopic dermatitis in children living in an industrial urban area of South Korea. Environ Res. 2018;160:462–468. doi: 10.1016/j.envres.2017.10.030. [DOI] [PubMed] [Google Scholar]
- 41.Tang K-T, Ku K-C, Chen D-Y, Lin C-H, Tsuang B-J, Chen Y-H. Adult atopic dermatitis and exposure to air pollutants—a nationwide population-based study. Ann Allergy Asthma Immunol. 2017;118(3):351–355. doi: 10.1016/j.anai.2016.12.005. [DOI] [PubMed] [Google Scholar]