Literature DB >> 32585042

Atopic dermatitis severity during exposure to air pollutants and weather changes with an Artificial Neural Network (ANN) analysis.

Vincenzo Patella1,2, Giovanni Florio1,2, Mario Palmieri3, Jean Bousquet4,5,6, Alessandro Tonacci7, Ada Giuliano8, Sebastiano Gangemi9.   

Abstract

BACKGROUND: Epidemiological studies have shown an association between global warming, air pollution, and allergic diseases. Several air pollutants, including volatile organic compounds, formaldehyde, toluene, nitrogen dioxide (NO2 ), and particulate matter, act as risk factors for the development or aggravation of atopic dermatitis (AD). We evaluated the impact of air pollutants and weather changes on AD patients.
MATERIALS AND METHODS: Sixty AD patients ≥5 years of age (mean age: 23.5 ± 12.5 years), living in the Campania Region (Southern Italy), were followed for 18 months. The primary outcome was the effect of atmospheric and climatic factors on signs and symptoms of AD, assessed using the SCORAD (SCORing Atopic Dermatitis) index. We measured mean daily temperature (TOD), outdoor relative humidity (RH), diurnal temperature range (DTR), precipitation, particulate with aerodynamic diameter ≤ 10 μm (PM10 ), NO2 , tropospheric ozone (O3 ), and total pollen count (TPC). A multivariate logistic regression analysis was used to examine the associations of AD signs and symptoms with these factors. An artificial neural network (ANN) analysis investigated the relationships between weather changes, environmental pollutants, and AD severity.
RESULTS: The severity of AD symptoms was positively correlated with outdoor temperatures (TOD, DTR), RH, precipitation, PM10 , NO2 , O3 , and TPC. The ANN analysis also showed a good discrimination performance (75.46%) in predicting disease severity based on environmental pollution data, but weather-related factors were less predictive.
CONCLUSION: The results of the present study provide evidence that weather changes and air pollutions have a significant impact on skin reactivity and symptoms in AD patients, increasing the severity of the dermatitis. The knowledge of the single variables proportion on AD severity symptoms is important to propose alerts for exacerbations in patients with AD of each age. This finding represents a good starting point for further future research in an area of increasingly growing interest.
© 2020 European Academy of Allergy and Clinical Immunology and John Wiley & Sons Ltd.

Entities:  

Keywords:  air pollution; atopic dermatitis; climate change; weather

Year:  2020        PMID: 32585042     DOI: 10.1111/pai.13314

Source DB:  PubMed          Journal:  Pediatr Allergy Immunol        ISSN: 0905-6157            Impact factor:   6.377


  6 in total

Review 1.  Aeroallergens in Atopic Dermatitis and Chronic Urticaria.

Authors:  Albert C Chong; Won Jong Chwa; Peck Y Ong
Journal:  Curr Allergy Asthma Rep       Date:  2022-04-01       Impact factor: 4.806

2.  Impact of environmental factors in predicting daily severity scores of atopic dermatitis.

Authors:  Guillem Hurault; Valentin Delorieux; Young-Min Kim; Kangmo Ahn; Hywel C Williams; Reiko J Tanaka
Journal:  Clin Transl Allergy       Date:  2021-04       Impact factor: 5.871

3.  Association of exposure to hydrocarbon air pollution with the incidence of atopic dermatitis in children.

Authors:  Chieh Wang; Chang-Ching Wei; Lei Wan; Cheng-Li Lin; Jeng-Dau Tsai
Journal:  Ital J Pediatr       Date:  2021-10-09       Impact factor: 2.638

Review 4.  The External Exposome and Allergies: From the Perspective of the Epithelial Barrier Hypothesis.

Authors:  Zeynep Celebi Sozener; Ümüs Özbey Yücel; Seda Altiner; Betül Ozdel Oztürk; Pamir Cerci; Murat Türk; Begüm Gorgülü Akin; Mübeccel Akdis; Insu Yilmaz; Cevdet Ozdemir; Dilsad Mungan; Cezmi A Akdis
Journal:  Front Allergy       Date:  2022-07-08

5.  Short-Term Exposure to Ambient Air Pollution and Increased Emergency Room Visits for Skin Diseases in Beijing, China.

Authors:  Wanzhou Wang; Wenlou Zhang; Jingjing Zhao; Hongyu Li; Jun Wu; Furong Deng; Qingbian Ma; Xinbiao Guo
Journal:  Toxics       Date:  2021-05-12

Review 6.  Epithelial barrier hypothesis: Effect of the external exposome on the microbiome and epithelial barriers in allergic disease.

Authors:  Zeynep Celebi Sozener; Betul Ozdel Ozturk; Pamir Cerci; Murat Turk; Begum Gorgulu Akin; Mubeccel Akdis; Seda Altiner; Umus Ozbey; Ismail Ogulur; Yasutaka Mitamura; Insu Yilmaz; Kari Nadeau; Cevdet Ozdemir; Dilsad Mungan; Cezmi A Akdis
Journal:  Allergy       Date:  2022-02-16       Impact factor: 14.710

  6 in total

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