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Ye M, Deng G, Liu Q, Jiang X, Wang T, Tan G, Ai J, Liu H. SO 2 activates Th17 cells through the JAK1,2/STAT3 signaling pathway. Int Immunopharmacol 2024; 143:113263. [PMID: 39353391 DOI: 10.1016/j.intimp.2024.113263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 09/22/2024] [Accepted: 09/23/2024] [Indexed: 10/04/2024]
Abstract
OBJECTIVE To investigate the effect of SO2 on Th1/Th2/Th17 cells in allergic rhinitis (AR) and the role of JAK1, 2/STAT3 signaling pathways.To Provide potential directions for the treatment of AR. METHODS Fifteen AR patients were enrolled as the experimental group, while 15 healthy volunteers served as the normal control group. After collecting venous blood, peripheral blood mononuclear cells (PBMCs) were isolated and cultured, followed by the addition of SO2 derivatives and the JAK inhibitor Ruxolitinib. Flow cytometry was employed to assess alterations in the Th1/Th2 and Th17/Treg cell balance upon stimulation with SO2 and Ruxolitinib. qRT-PCR was utilized to detect the expression of Th1-related cytokines IL-2 and IFN-γ, Th2-related cytokines IL-4 and IL-5, Th17-related cytokines IL-17A and RORγt, as well as genes JAK1, JAK2, and STAT3. Flow cytometric cytokine analysis was conducted for quantitative assessment of the expression levels of inflammation-related cytokines in PBMC culture supernatants after stimulation. In addition, we stimulated the Jurkat T lymphocyte cell line with SO2 derivatives, added Ruxolitinib as an inhibitor, and used Western blot analysis to further determine the effects of SO2 on Th cells and the role of the JAK1,2/STAT3 signaling pathway in this process. RESULTS Stimulation with SO2 derivatives upregulated the expression levels of Th2 cells and associated cytokines, as well as Th1 cells and associated cytokines. both AR patients and healthy individuals displayed increased percentages of Th17 cells and Th17/Treg ratios in PBMCs. The expression of IL-17A, RORγt, and IL-6 was also elevated. Under SO2 stimulation, the expression of JAK1, JAK2, STAT3, and RORγt in Jurkat cells increased. Moreover, after the application of Ruxolitinib, the JAK/STAT signaling pathway was inhibited. This led to a reduction in Th17 cells and IL-17A levels in both AR patients and healthy individuals, as well as a decrease in RORγt expression in Jurkat cells. Additionally, the expression of IL-5 decreased in healthy individuals. CONCLUSION SO2 exposure exacerbated Th1/Th2/Th17 inflammation in AR patients and induced Th1 and Th17 inflammation in healthy individuals. The stimulatory effect of SO2 on Th17 cell differentiation could be inhibited by Ruxolitinib. This suggests that the Th17 inflammation induced by SO2 stimulation may be related to the activation of the JAK/STAT signaling pathway, and this has been confirmed in the Jurkat cell line.
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Affiliation(s)
- Maoyu Ye
- Department of Otorhinolaryngology-Head and Neck Surgery, Third Xiangya Hospital, Central South University, China
| | - Guohao Deng
- Department of Otorhinolaryngology-Head and Neck Surgery, Third Xiangya Hospital, Central South University, China
| | - Qian Liu
- Department of Otorhinolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Soochow University, China
| | - Xian Jiang
- Department of Otorhinolaryngology-Head and Neck Surgery, Third Xiangya Hospital, Central South University, China
| | - Tiansheng Wang
- Department of Otorhinolaryngology-Head and Neck Surgery, Third Xiangya Hospital, Central South University, China
| | - Guolin Tan
- Department of Otorhinolaryngology-Head and Neck Surgery, Third Xiangya Hospital, Central South University, China
| | - Jingang Ai
- Department of Otorhinolaryngology-Head and Neck Surgery, Third Xiangya Hospital, Central South University, China.
| | - Honghui Liu
- Department of Otorhinolaryngology-Head and Neck Surgery, Third Xiangya Hospital, Central South University, China.
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Söğütlü Y, Altaş U, Altıntaş T, Altaş ZM, Akova S, Özkars MY. Evaluation of the Relationship Between Air Pollutants and Emergency Department Admissions with Childhood Asthma. Diagnostics (Basel) 2024; 14:2778. [PMID: 39767139 PMCID: PMC11674591 DOI: 10.3390/diagnostics14242778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 11/27/2024] [Accepted: 12/10/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND This study aims to evaluate the relationship between the number of visits to a pediatric emergency department due to asthma attacks and air pollutants. METHODS In this ecological study, all pediatric patients who visited the pediatric emergency department of a tertiary hospital in Istanbul with asthma between January 2016 and December 2023 were included. The effect of air pollution on the number of patient visits was analyzed using a negative binomial regression model. RESULTS Based on the negative binomial model, a one-unit increase in SO2 leads to a 0.020-unit decrease in the logarithm of the number of patient visits (p < 0.05). A one-unit increase in NO leads to a 0.040-unit increase in the logarithm of the number of patient visits (p < 0.05). According to factor analysis, as the levels of NO, NOx, PM2.5, NO2, and PM10 in the air increase, the number of patient visits also increases; however, as the level of SO2 increases, the number of patient visits decreases. CONCLUSIONS Families should be informed about environmental exposures for disease management of children with asthma. The confounding factors may also play a role in SO2 level and the decrease in admissions due to asthma. Further studies are needed in this regard.
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Affiliation(s)
- Yakup Söğütlü
- Pediatric Emergency Medicine Clinic, Ümraniye Training and Research Hospital, University of Health Sciences, Istanbul 34764, Turkey; (Y.S.)
| | - Uğur Altaş
- Department of Pediatric Allergy and Immunology, Umraniye Training and Research Hospital, Istanbul 34764, Turkey;
| | - Tuğba Altıntaş
- Department of Health Management, Usküdar University, Istanbul 34662, Turkey;
| | - Zeynep Meva Altaş
- Maltepe District Health Directorate, Istanbul 34841, Turkey;
- Department of Public Health, International School of Medicine, Istanbul Medipol University, Istanbul 34810, Turkey
| | - Sevgi Akova
- Pediatric Emergency Medicine Clinic, Ümraniye Training and Research Hospital, University of Health Sciences, Istanbul 34764, Turkey; (Y.S.)
| | - Mehmet Yaşar Özkars
- Department of Pediatric Allergy and Immunology, Umraniye Training and Research Hospital, Istanbul 34764, Turkey;
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Ziou M, Gao CX, Wheeler AJ, Zosky GR, Stephens N, Knibbs LD, Williamson GJ, Dalton MF, Dharmage SC, Johnston FH. Exposure to air pollution concentrations of various intensities in early life and allergic sensitisation later in childhood. BMC Pulm Med 2023; 23:516. [PMID: 38129862 PMCID: PMC10740230 DOI: 10.1186/s12890-023-02815-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 12/13/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Evidence on the relationship between air pollution and allergic sensitisation in childhood is inconsistent, and this relationship has not been investigated in the context of smoke events that are predicted to increase with climate change. Thus, we aimed to evaluate associations between exposure in two early life periods to severe levels of particulate matter with an aerodynamic diameter < 2.5 μm (PM2.5) from a mine fire, background PM2.5, and allergic sensitisation later in childhood. METHODS We measured specific immunoglobulin E (IgE) levels for seven common aeroallergens as well as total IgE levels in a cohort of children who had been exposed to the Hazelwood coal mine fire, either in utero or during their first two years of life, in a regional area of Australia where ambient levels of PM2.5 are generally low. We estimated personal exposure to fire-specific emissions of PM2.5 based on a high-resolution meteorological and pollutant dispersion model and detailed reported movements of pregnant mothers and young children during the fire. We also estimated the usual background exposure to PM2.5 at the residential address at birth using a national satellite-based land-use regression model. Associations between both sources of PM2.5 and sensitisation to dust, cat, fungi, and grass seven years after the fire were estimated with logistic regression, while associations with total IgE levels were estimated with linear regression. RESULTS No association was found between the levels of exposure at either developmental stage to fire-related PM2.5 and allergic sensitisation seven years after the event. However, levels of background exposure were positively associated with sensitisation to dust (OR = 1.90, 95%CI = 1.12,3.21 per 1 μg/m3). CONCLUSIONS Chronic but low exposure to PM2.5 in early life could be more strongly associated with allergic sensitisation in childhood than time-limited high exposure levels, such as the ones experienced during landscape fires.
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Affiliation(s)
- Myriam Ziou
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania, 7000, Australia.
| | - Caroline X Gao
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, 3004, Australia
- Centre for Youth Mental Health, The University of Melbourne, Parkville, Victoria, 3052, Australia
| | - Amanda J Wheeler
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania, 7000, Australia
- Commonwealth Scientific and Industrial Research Organisation (CSIRO) Environment, Aspendale, Victoria, 3195, Australia
| | - Graeme R Zosky
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania, 7000, Australia
- Tasmanian School of Medicine, University of Tasmania, Hobart, Tasmania, 7000, Australia
| | - Nicola Stephens
- Tasmanian School of Medicine, University of Tasmania, Hobart, Tasmania, 7000, Australia
| | - Luke D Knibbs
- School of Public Health, The University of Sydney, Camperdown, NSW, 2006, Australia
- Public Health Research Analytics and Methods for Evidence, Public Health Unit, Sydney Local Health District, Camperdown, NSW, 2050, Australia
| | - Grant J Williamson
- School of Natural Sciences, University of Tasmania, Sandy Bay, Tasmania, 7005, Australia
| | - Marita F Dalton
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania, 7000, Australia
| | - Shyamali C Dharmage
- Allergy and Lung Health Unit, School of Population and Global Health, The University of Melbourne, Carlton, Victoria, 3052, Australia
| | - Fay H Johnston
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania, 7000, Australia
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DeBoer EM, Morgan WJ, Quiros-Alcala L, Rosenfeld M, Stout JW, Davis SD, Gaffin JM. Defining and Promoting Pediatric Pulmonary Health: Assessing Lung Function and Structure. Pediatrics 2023; 152:e2023062292E. [PMID: 37656029 PMCID: PMC10484309 DOI: 10.1542/peds.2023-062292e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/16/2023] [Indexed: 09/02/2023] Open
Abstract
Lifelong respiratory health is rooted in the structural and functional development of the respiratory system in early life. Exposures and interventions antenatally through childhood can influence lung development into young adulthood, the life stage with the highest achievable lung function. Because early respiratory health sets the stage for adult lung function trajectories and risk of developing chronic obstructive pulmonary disease, understanding how to promote lung health in children will have far reaching personal and population benefits. To achieve this, it is critical to have accurate and precise measures of structural and functional lung development that track throughout life stages. From this foundation, evaluation of environmental, genetic, metabolic, and immune mechanisms involved in healthy lung development can be investigated. These goals require the involvement of general pediatricians, pediatric subspecialists, patients, and researchers to design and implement studies that are broadly generalizable and applicable to otherwise healthy and chronic disease populations. This National Institutes of Health workshop report details the key gaps and opportunities regarding lung function and structure.
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Affiliation(s)
- Emily M. DeBoer
- University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Wayne J. Morgan
- Department of Pediatrics, University of Arizona, Tucson, Arizona
| | - Lesliam Quiros-Alcala
- Johns Hopkins University, Bloomberg School of Public Health and Whiting School of Engineering, Environmental Health and Engineering, Baltimore, Maryland
| | - Margaret Rosenfeld
- Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington
| | - James W. Stout
- Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington
| | - Stephanie D. Davis
- Department of Pediatrics, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina
| | - Jonathan M. Gaffin
- Division of Pulmonary Medicine, Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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Bauer SE, Rhoads E, Wall BL, Sanders DB. The Effects of Air Pollution in Pediatric Respiratory Disease. Am J Respir Crit Care Med 2023; 207:346-348. [PMID: 36154892 DOI: 10.1164/rccm.202107-1583rr] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Affiliation(s)
- Sarah E Bauer
- Division of Pediatric Pulmonology, Allergy, and Sleep Medicine, Riley Hospital for Children, Indianapolis, Indiana; and.,Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Eli Rhoads
- Division of Pediatric Pulmonology, Allergy, and Sleep Medicine, Riley Hospital for Children, Indianapolis, Indiana; and.,Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Brittany L Wall
- Division of Pediatric Pulmonology, Allergy, and Sleep Medicine, Riley Hospital for Children, Indianapolis, Indiana; and.,Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Don B Sanders
- Division of Pediatric Pulmonology, Allergy, and Sleep Medicine, Riley Hospital for Children, Indianapolis, Indiana; and.,Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
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Ye M, Liu H, Li H, Liu Q, Zhou Z, Wang T, Tan G. Long-Term Exposure to Sulfur Dioxide Before Sensitization Decreased the Production of Specific IgE in HDM-Sensitized Allergic Rhinitis Mice. J Inflamm Res 2022; 15:2477-2490. [PMID: 35465447 PMCID: PMC9032021 DOI: 10.2147/jir.s352397] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 04/12/2022] [Indexed: 12/11/2022] Open
Affiliation(s)
- Maoyu Ye
- Department of Otolaryngology-Head Neck Surgery, Third Xiangya Hospital, Central South University, Changsha, People’s Republic of China
| | - Honghui Liu
- Department of Otolaryngology-Head Neck Surgery, Third Xiangya Hospital, Central South University, Changsha, People’s Republic of China
| | - Honglei Li
- Department of Otolaryngology-Head Neck Surgery, People’s Hospital of Deyang City, Deyang, People’s Republic of China
| | - Qian Liu
- Department of Otolaryngology-Head Neck Surgery, Third Xiangya Hospital, Central South University, Changsha, People’s Republic of China
| | - Zheng Zhou
- Department of Otolaryngology-Head Neck Surgery, Third Xiangya Hospital, Central South University, Changsha, People’s Republic of China
| | - Tiansheng Wang
- Department of Otolaryngology-Head Neck Surgery, Third Xiangya Hospital, Central South University, Changsha, People’s Republic of China
| | - Guolin Tan
- Department of Otolaryngology-Head Neck Surgery, Third Xiangya Hospital, Central South University, Changsha, People’s Republic of China
- Correspondence: Guolin Tan; Honghui Liu, Department of Otolaryngology - Head and Neck Surgery, Third Xiangya Hospital, Central South University, Changsha, People’s Republic of China, Email ;
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Bai S, Zhao X, Liu Y, Lin S, Liu Y, Wang Z, Du S, Liu X, Wang Z. The effect window for sulfur dioxide exposure in pregnancy on childhood asthma and wheezing: A case-control study. ENVIRONMENTAL RESEARCH 2022; 204:112286. [PMID: 34743895 DOI: 10.1016/j.envres.2021.112286] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 10/14/2021] [Accepted: 10/23/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND The relationship between prenatal exposure to sulfur dioxide (SO2) and childhood wheezing and asthma is unclear. OBJECTIVE To explore the association between prenatal exposure to SO2 and childhood wheeze and asthma. To investigate the effects for the exposure during different pregnancy trimesters. METHODS We conducted a cross-sectional study firstly in Jinan City to get the prevalence of wheeze and asthma on children aged 18 months to 3 years. And then, we designed a case-control study based on population to evaluate the association between prenatal SO2 exposure and childhood asthma and wheezing. Based on the starting and ending date of pregnancy and specific residential addresses, the individual concentrations of SO2 during pregnancy was evaluated using an inverse distance weighted model. RESULTS The prevalence of wheeze and asthma on children aged 18 months to 3 years was 2.07% in our cross-sectional study. 236 cases and 1445 controls were available for exposure estimates. The OR (95% CI) of 1.296 (1.130-1.491) was significant after adjusting for the covariates. In the first and third trimesters, the effects were enhanced to 1.602 (1.275-2.022) and 1.448 (1.179-1.783) in the multi-pollutant model with adjusting the effects of other trimesters. Coincidentally, the SO2 exposure level of the case in the first trimester was higher than that in the second and third trimesters (P < 0.001); however, there was no significant difference in exposure levels of the case between the second and third trimesters of pregnancy (P = 0.381). CONCLUSION Prenatal exposure to higher concentration of SO2 could increase the risk of asthma and wheezing in younger children. The first trimester might be just the window for the toxic effect, while the third trimester was the sensitive window for the effect of SO2 exposure during pregnancy on childhood asthma.
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Affiliation(s)
- Shuoxin Bai
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, PR China
| | - Xiaodong Zhao
- Jinan Municipal Center for Disease Control and Prevention, Jinan, Shandong, PR China
| | - Yang Liu
- Department of Occupational and Environmental Health, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, PR China; Pudong New Area Center for Disease Control and Prevention, Shanghai, PR China
| | - Shaoqian Lin
- Jinan Municipal Center for Disease Control and Prevention, Jinan, Shandong, PR China
| | - Yi Liu
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, PR China
| | - Zhaojun Wang
- Shandong Jinan Ecological Environmental Monitoring Center, Jinan, Shandong, PR China
| | - Shuang Du
- Department of Occupational and Environmental Health, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, PR China
| | - Xiaoxue Liu
- Jinan Municipal Center for Disease Control and Prevention, Jinan, Shandong, PR China
| | - Zhiping Wang
- Department of Occupational and Environmental Health, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, PR China.
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Wang J, Xu W, Tian X, Yang Y, Wang ST, Xu KF. Lung function and air pollution exposure in adults with asthma in Beijing: a 2-year longitudinal panel study. Front Med 2022; 16:574-583. [PMID: 35079979 DOI: 10.1007/s11684-021-0882-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 06/25/2021] [Indexed: 11/29/2022]
Abstract
The effect of air pollution on the lung function of adults with asthma remains unclear to date. This study followed 112 patients with asthma at 3-month intervals for 2 years. The pollutant exposure of the participants was estimated using the inverse distance weight method. The participants were divided into three groups according to their lung function level at every visit. A linear mixed-effect model was applied to predict the change in lung function with each unit change in pollution concentration. Exposure to carbon monoxide (CO) and particles less than 2.5 micrometers in diameter (PM2.5) was negatively associated with large airway function in participants. In the severe group, exposure to chronic sulfur dioxide (SO2) was negatively associated with post-bronchodilator forced expiratory flow at 50%, between 25% and 75% of vital capacity % predicted (change of 95% CI per unit: -0.34 (-0.55, -0.12), -0.24 (-0.44, -0.03), respectively). In the mild group, the effect of SO2 on the small airways was similar to that in the severe group, and it was negatively associated with large airway function. Exposure to CO and PM2.5 was negatively associated with the large airway function of adults with asthma. The negative effects of SO2 were more evident and widely observed in adults with severe and mild asthma than in adults with moderate asthma. Patients with asthma react differently to air pollutants as evidenced by their lung function levels.
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Affiliation(s)
- Jun Wang
- Department of Pulmonary and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Wenshuai Xu
- Department of Pulmonary and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Xinlun Tian
- Department of Pulmonary and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Yanli Yang
- Department of Pulmonary and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Shao-Ting Wang
- Department of Pulmonary and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Kai-Feng Xu
- Department of Pulmonary and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China.
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Razavi-Termeh SV, Sadeghi-Niaraki A, Choi SM. Effects of air pollution in Spatio-temporal modeling of asthma-prone areas using a machine learning model. ENVIRONMENTAL RESEARCH 2021; 200:111344. [PMID: 34015292 DOI: 10.1016/j.envres.2021.111344] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 04/27/2021] [Accepted: 05/12/2021] [Indexed: 06/12/2023]
Abstract
Industrialization and increasing urbanization have led to increased air pollution, which has a devastating effect on public health and asthma. This study aimed to model the spatial-temporal of asthma in Tehran, Iran using a machine learning model. Initially, a spatial database was created consisting of 872 locations of asthma children and six air pollution parameters, including carbon monoxide (CO), particulate matter (PM10 and PM2.5), nitrogen dioxide (NO2), sulfur dioxide (SO2), and ozone (O3) in four-seasons (spring, summer, autumn, and winter). Spatial-temporal modeling and mapping of asthma-prone areas were performed using a random forest (RF) model. For Spatio-temporal modeling and assessment, 70% and 30% of the dataset were used, respectively. The Spearman correlation and RF model findings showed that during different seasons, the PM2.5 parameter had the most important effect on asthma occurrence in Tehran. The assessment of the Spatio-temporal modeling of asthma using the receiver operating characteristic (ROC)-area under the curve (AUC) showed an accuracy of 0.823, 0.821, 0.83, and 0.827, respectively for spring, summer, autumn, and winter. According to the results, asthma occurs more often in autumn than in other seasons.
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Affiliation(s)
- Seyed Vahid Razavi-Termeh
- Geoinformation Tech. Center of Excellence, Faculty of Geodesy and Geomatics Engineering, K.N. Toosi University of Technology, Tehran, 19697, Iran.
| | - Abolghasem Sadeghi-Niaraki
- Geoinformation Tech. Center of Excellence, Faculty of Geodesy and Geomatics Engineering, K.N. Toosi University of Technology, Tehran, 19697, Iran; Dept. of Computer Science and Engineering, and Convergence Engineering for Intelligent Drone, Sejong University, Seoul, Republic of Korea.
| | - Soo-Mi Choi
- Dept. of Computer Science and Engineering, and Convergence Engineering for Intelligent Drone, Sejong University, Seoul, Republic of Korea.
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Insights into allergic risk factors from birth cohort studies. Ann Allergy Asthma Immunol 2021; 127:312-317. [PMID: 33971362 DOI: 10.1016/j.anai.2021.04.025] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 04/15/2021] [Accepted: 04/28/2021] [Indexed: 12/28/2022]
Abstract
OBJECTIVE To present an update of birth cohort study designs and their contributions to allergic risk. DATA SOURCES The PubMed database was used to search for relevant articles. STUDY SELECTIONS Peer-reviewed prospective and retrospective studies involving the assessment of allergy using human birth cohorts between 2014 and 2021 were evaluated. RESULTS Parental history of allergic diseases, especially in cases involving both parents, is associated with increased risk of allergy. Exposure to prenatal and postnatal smoking and limited diet diversity were associated with increased allergic burden. The impact of early-life infections and antibiotics on disease development may be associated with the onset of asthma, though this remains debated. Cohort studies also revealed that the mode of delivery and breastfeeding duration affect the odds ratio of asthma and eczema development. Household exposures, including pets, house dust mites, and scented aeroallergens may confer protective effects, whereas high air pollution exposure and low socioeconomic status may be risk enhancing. Exposure to antibiotics during early life may be associated with increased asthma risk, whereas viral infections may lead to disease protection, though the impact of the coronavirus disease 2019 pandemic on allergic risk is yet to be understood. CONCLUSION Although evaluating the risk of allergic disease development is complex, clinicians can apply these insights on the multifactorial nature of atopy to better understand and potentially mitigate disease development.
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