Abstract
Recent studies have suggested that exposure to ambient airborne pollutants is associated with inflammatory skin diseases, but the epidemiological evidence regarding the association between air pollution and acne vulgaris is limited. To address that, a hospital-based time-series analysis was conducted in Xi’an, a metropolitan in northwest China. A total of 71,625 outpatient visits for acne from 2010 to 2013 were identified. The mean daily concentrations of PM10, SO2, and NO2 were 142.6 μg/m3, 44.7 μg/m3, and 48.5 μg/m3, and all were higher than WHO air quality guidelines. A generalized additive model was used to analyze the relationship between short-term ambient air pollution exposure and outpatient visits for acne. The gender- and age-specific analyses were conducted as well. The results showed that the increase of SO2 and NO2 concentrations corresponded to a significant rise in the number of outpatient visits for acne at lag 0 in both single-lag and cumulative exposure models. Both SO2 and NO2 were positively associated with acne outpatient visits for both males and females. In age-specific analyses, the effect estimate of PM10 was only significant for adults over 30 years old; SO2 was significantly associated with acne visits in children and adolescents (<21 years) and young adults (21–30 years); and NO2 was significantly associated with acne visits in all age subgroups. In conclusion, short-term exposure to ambient air pollutants (PM10, SO2, or NO2) with the average levels above WHO limits was associated with increased risk of outpatient visits for both teenage acne and adult acne. Moreover, the effects of air pollutants may vary with age.
Similar content being viewed by others
Data availability
All data generated or analyzed during this study are included in this published article [and its supplementary information files].
References
Bataille V, Snieder H, MacGregor AJ, Sasieni P, Spector TD (2002) The influence of genetics and environmental factors in the pathogenesis of acne: a twin study of acne in women. J Invest Dermatol 119:1317–1322
Bhate K, Williams HC (2013) Epidemiology of acne vulgaris. Br J Dermatol 168:474–485
Brodny J, Tutak M (2019) Analysis of the diversity in emissions of selected gaseous and particulate pollutants in the European Union countries. J Environ Manag 231:582–595
Cao J, Xu H, Xu Q, Chen B, Kan H (2012) Fine particulate matter constituents and cardiopulmonary mortality in a heavily polluted Chinese city. Environ Health Perspect 120:373–378
Chen R, Yang J, Chen D, Liu WJ, Zhang C, Wang H, Li B, Xiong P, Wang B, Wang Y, Li S, Guo Y (2021) Air pollution and hospital outpatient visits for conjunctivitis: a time-series analysis in Tai’an, China. Environ Sci Pollut Res Int 28:15453–15461
Choi H, Shin DW, Kim W, Doh SJ, Lee SH, Noh M (2011) Asian dust storm particles induce a broad toxicological transcriptional program in human epidermal keratinocytes. Toxicol Lett 200:92–99
Dominici F, Peng RD, Bell ML, Pham L, McDermott A, Zeger SL, Samet JM (2006) Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. JAMA 295:1127–1134
Ghodsi SZ, Orawa H, Zouboulis CC (2009) Prevalence, severity, and severity risk factors of acne in high school pupils: a community-based study. J Invest Dermatol 129:2136–2141
Guo Q, Liang F, Tian L, Schikowski T, Liu W, Pan X (2019a) Ambient air pollution and the hospital outpatient visits for eczema and dermatitis in Beijing: a time-stratified case-crossover analysis. Environ Sci Process Impacts 21:163–173
Guo Q, Xiong X, Liang F, Tian L, Liu W, Wang Z, Pan X (2019b) The interactive effects between air pollution and meteorological factors on the hospital outpatient visits for atopic dermatitis in Beijing, China: a time-series analysis. J Eur Acad Dermatol Venereol 33:2362–2370
Huang R, Ning H, He T, Bian G, Hu J, Xu G (2019) Impact of PM10 and meteorological factors on the incidence of hand, foot, and mouth disease in female children in Ningbo, China: a spatiotemporal and time-series study. Environ Sci Pollut Res Int 26:17974–17985
Jhun I, Coull BA, Schwartz J, Hubbell B, Koutrakis P (2015) The impact of weather changes on air quality and health in the United States in 1994-2012. Environ Res Lett 10:084009
Jin SP, Li Z, Choi EK, Lee S, Kim YK, Seo EY, Chung JH, Cho S (2018) Urban particulate matter in air pollution penetrates into the barrier-disrupted skin and produces ROS-dependent cutaneous inflammatory response in vivo. J Dermatol Sci 91:175–183
Khunger N, Kumar C (2012) A clinico-epidemiological study of adult acne: is it different from adolescent acne? Indian J Dermatol Venereol Leprol 78:335–341
Kim KE, Cho D, Park HJ (2016) Air pollution and skin diseases: adverse effects of airborne particulate matter on various skin diseases. Life Sci 152:126–134
Kim YM, Kim J, Han Y, Jeon BH, Cheong HK, Ahn K (2017) Short-term effects of weather and air pollution on atopic dermatitis symptoms in children: a panel study in Korea. PLoS One 12:e0175229
Krutmann J, Liu W, Li L, Pan X, Crawford M, Sore G, Seite S (2014) Pollution and skin: from epidemiological and mechanistic studies to clinical implications. J Dermatol Sci 76:163–168
Lee YL, Su HJ, Sheu HM, Yu HS, Guo YL (2008) Traffic-related air pollution, climate, and prevalence of eczema in Taiwanese school children. J Invest Dermatol 128:2412–2420
Lefebvre MA, Pham DM, Boussouira B, Bernard D, Camus C, Nguyen QL (2015) Evaluation of the impact of urban pollution on the quality of skin: a multicentre study in Mexico. Int J Cosmet Sci 37:329–338
Li Q, Yang Y, Chen R, Kan H, Song W, Tan J, Xu F, Xu J (2016) Ambient air pollution, meteorological factors and outpatient visits for eczema in Shanghai, China: a time-series analysis. Int J Environ Res Public Health 13:1106
Li X, Cheng H, Fang Y, Chen Z, Qi G, Chen R, Kan H, Liu C, Cao J (2021) Association between fine particulate matter and heart failure hospitalizations: a time-series analysis in Yancheng, China. Environ Sci Pollut Res Int 28:26906–26912
Liang Z, Xu C, Cao Y, Kan HD, Chen RJ, Yao CY, Liu XL, Xiang Y, Wu N, Wu L, Li YF, Ji AL, Cai TJ (2019) The association between short-term ambient air pollution and daily outpatient visits for schizophrenia: a hospital-based study. Environ Pollut 244:102–108
Liu Q, Wu J, Song J, Liang P, Zheng K, Xiao G, Liu L, Zouboulis CC, Lei T (2017) Particulate matter 2.5 regulates lipid synthesis and inflammatory cytokine production in human SZ95 sebocytes. Int J Mol Med 40:1029–1036
Liu W, Pan X, Vierkotter A, Guo Q, Wang X, Wang Q et al (2018) A time-series study of the effect of air pollution on outpatient visits for acne vulgaris in Beijing. Skin Pharmacol Physiol 31:107–113
Lu C, Deng L, Ou C, Yuan H, Chen X, Deng Q (2017) Preconceptional and perinatal exposure to traffic-related air pollution and eczema in preschool children. J Dermatol Sci 85:85–95
Lyons JJ, Milner JD, Stone KD (2015) Atopic dermatitis in children: clinical features, pathophysiology, and treatment. Immunol Allergy Clin N Am 35:161–183
Magin P (2013) Appearance-related bullying and skin disorders. Clin Dermatol 31:66–71
Mancebo SE, Wang SQ (2015) Recognizing the impact of ambient air pollution on skin health. J Eur Acad Dermatol Venereol 29:2326–2332
Ngoc LTN, Park D, Lee Y, Lee YC (2017) Systematic review and meta-analysis of human skin diseases due to particulate matter. Int J Environ Res Public Health 14:1458
Niu X, Guinot B, Cao J, Xu H, Sun J (2015) Particle size distribution and air pollution patterns in three urban environments in Xi’an, China. Environ Geochem Health 37:801–812
Norback D, Lu C, Zhang Y, Li B, Zhao Z, Huang C et al (2019) Sources of indoor particulate matter (PM) and outdoor air pollution in China in relation to asthma, wheeze, rhinitis and eczema among pre-school children: synergistic effects between antibiotics use and PM10 and second hand smoke. Environ Int 125:252–260
Oh I, Lee J, Ahn K, Kim J, Kim YM, Sun Sim C, Kim Y (2018) Association between particulate matter concentration and symptoms of atopic dermatitis in children living in an industrial urban area of South Korea. Environ Res 160:462–468
Parrado C, Mercado-Saenz S, Perez-Davo A, Gilaberte Y, Gonzalez S, Juarranz A (2019) Environmental stressors on skin aging. mechanistic insights. Front Pharmacol 10:759
Pesce G, Marcon A, Carosso A, Antonicelli L, Cazzoletti L, Ferrari M et al (2015) Adult eczema in Italy: prevalence and associations with environmental factors. J Eur Acad Dermatol Venereol 29:1180–1187
Pham DM, Boussouira B, Moyal D, Nguyen QL (2015) Oxidization of squalene, a human skin lipid: a new and reliable marker of environmental pollution studies. Int J Cosmet Sci 37:357–365
Puri P, Nandar SK, Kathuria S, Ramesh V (2017) Effects of air pollution on the skin: a review. Indian J Dermatol Venereol Leprol 83:415–423
Rivera R, Guerra A (2009) Management of acne in women over 25 years of age. Actas Dermosifiliogr 100:33–37
Roberts W (2021) Air pollution and skin disorders. Int J Womens Dermatol 7:91–97
Schnass W, Huls A, Vierkotter A, Kramer U, Krutmann J, Schikowski T (2018) Traffic-related air pollution and eczema in the elderly: findings from the SALIA cohort. Int J Hyg Environ Health 221:861–867
Shaw AC, Joshi S, Greenwood H, Panda A, Lord JM (2010) Aging of the innate immune system. Curr Opin Immunol 22:507–513
Slama A, Sliwczynski A, Woznica J, Zdrolik M, Wisnicki B, Kubajek J et al (2019) Impact of air pollution on hospital admissions with a focus on respiratory diseases: a time-series multi-city analysis. Environ Sci Pollut Res Int 26:16998–17009
Slama A, Sliwczynski A, Woznica-Pyzikiewicz J, Zdrolik M, Wisnicki B, Kubajek J et al (2020) The short-term effects of air pollution on respiratory disease hospitalizations in 5 cities in Poland: comparison of time-series and case-crossover analyses. Environ Sci Pollut Res Int 27:24582–24590
Spencer EH, Ferdowsian HR, Barnard ND (2009) Diet and acne: a review of the evidence. Int J Dermatol 48:339–347
Svoboda E (2018) When skin’s defence against pollution fails. Nature 563:S89–S90
Szyszkowicz M, Kousha T, Valacchi G (2016) Ambient air pollution and emergency department visits for skin conditions. Glob Dermatol 3:323–329
Tan JK, Bhate K (2015) A global perspective on the epidemiology of acne. Br J Dermatol 172(Suppl 1):3–12
Tang KT, Ku KC, Chen DY, Lin CH, Tsuang BJ, Chen YH (2017) Adult atopic dermatitis and exposure to air pollutants-a nationwide population-based study. Ann Allergy Asthma Immunol 118:351–355
Ushio H, Nohara K, Fujimaki H (1999) Effect of environmental pollutants on the production of pro-inflammatory cytokines by normal human dermal keratinocytes. Toxicol Lett 105:17–24
Weschler CJ, Beko G, Koch HM, Salthammer T, Schripp T, Toftum J et al (2015) Transdermal uptake of diethyl phthalate and di(n-butyl) phthalate directly from air: experimental verification. Environ Health Perspect 123:928–934
WHO (2006) WHO Air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide. http://apps.who.int/iris/bitstream/handle/10665/69477/WHO_SDE_PHE_OEH_06.02_eng.pdf;jsessionid=2316300A203942FCECC2E260E5EB9A14?sequence=1. Accessed 23 July 2021.
WHO (2019) Ten threats to global health in 2019. https://anmj.org.au/whos-top-10-threats-to-global-health-in-2019. Accessed 23 July 2021.
Xu C, Kan HD, Fan YN, Chen RJ, Liu JH, Li YF, Zhang Y, Ji AL, Cai TJ (2016) Acute effects of air pollution on enteritis admissions in Xi’an, China. J Toxicol Environ Health Part A 79:1183–1189
Yahya H (2009) Acne vulgaris in Nigerian adolescents--prevalence, severity, beliefs, perceptions, and practices. Int J Dermatol 48:498–505
Zhang R, Meng Y, Song H, Niu R, Wang Y, Li Y, Wang S (2021) The modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China. Respir Res 22:153
Zhao S, Yu Y, Yin D, He J, Liu N, Qu J, Xiao J (2016) Annual and diurnal variations of gaseous and particulate pollutants in 31 provincial capital cities based on in situ air quality monitoring data from China National Environmental Monitoring Center. Environ Int 86:92–106
Acknowledgements
Yuan-Gang Lu is the primary corresponding author, and Tong-Jian Cai is the secondary corresponding author.
Funding
This work was supported by the [Innovative Training Program Foundation for the Talents] by the Daping Hospital under Grant [No.2019CXJSC034]; [Outstanding Talent Support Program of Army Medical University] without grant number; and [Research and innovation projects of graduate students in Chongqing] under Grant [No. CYS20367].
Author information
Authors and Affiliations
Contributions
Xiang Li: formal analysis, investigation, funding acquisition, writing—original draft. Yi Cao: investigation, data curation, resources. Shu-Jie An: investigation, data curation, resources. Ying Xiang: investigation. He-Xiang Huang: investigation. Bin Xu: validation. Yao Zhang: validation. Ya-Fei Li: validation. Yuan-Gang Lu: supervision, funding acquisition, writing—review and editing. Tong-Jian Cai: conceptualization, supervision, funding acquisition, writing—review and editing.
Corresponding authors
Ethics declarations
Ethical approval
The protocols were approved by the Ethics Committee of Army Medical University (Third Military Medical University) and complied with the Declaration of Helsinki.
Consent to participate and consent to publish
Not applicable
Conflict of interest
The authors declare no competing interests.
Additional information
Responsible Editor: Lotfi Aleya
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
ESM 1
(DOCX 50 kb)
Rights and permissions
About this article
Cite this article
Li, X., Cao, Y., An, SJ. et al. The association between short-term ambient air pollution and acne vulgaris outpatient visits: a hospital-based time-series analysis in Xi’an. Environ Sci Pollut Res 29, 14624–14633 (2022). https://doi.org/10.1007/s11356-021-16607-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-16607-2