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Li L, Ji W, Wang Z, Cheng Y, Gu K, Wang Y, Zhou Y. Air Pollution and Diabetes Mellitus: Association and Validation in a Desert Area in China. J Clin Endocrinol Metab 2025; 110:e851-e860. [PMID: 38593183 DOI: 10.1210/clinem/dgae219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 03/28/2024] [Accepted: 04/03/2024] [Indexed: 04/11/2024]
Abstract
CONTEXT Despite the growing evidence pointing to the detrimental effects of air pollution on diabetes mellitus (DM), the relationship remains poorly explored, especially in desert-adjacent areas characterized by high aridity and pollution. OBJECTIVE We conducted a cross-sectional study with health examination data from more than 2.9 million adults in 2 regions situated in the southern part of the Taklamakan Desert, China. METHODS We assessed 3-year average concentrations (2018-2020) of particulate matter (PM1, PM2.5, and PM10), carbon monoxide (CO), nitrogen dioxide (NO2), and sulfur dioxide (SO2) through a space-time extra-trees model. After adjusting for various covariates, we employed generalized linear mixed models to evaluate the association between exposure to air pollutants and DM. RESULTS The odds ratios for DM associated with a 10 µg/m3 increase in PM1, PM2.5, PM10, CO, and NO2 were 1.898 (95% CI, 1.741-2.070), 1.07 (95% CI, 1.053-1.086), 1.013 (95% CI, 1.008-1.018), 1.009 (95% CI, 1.007-1.011), and 1.337 (95% CI, 1.234-1.449), respectively. Notably, men, individuals aged 50 years or older, those with lower educational attainment, nonsmokers, and those not engaging in physical exercise appeared to be more susceptible to the adverse effects of air pollution. Multiple sensitivity analyses confirmed the stability of these findings. CONCLUSION Our study provides robust evidence of a correlation between prolonged exposure to air pollution and the prevalence of DM among individuals living in desert-adjacent areas. This research contributes to the expanding knowledge on the relationship between air pollution exposure and DM prevalence in desert-adjacent areas.
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Affiliation(s)
- Lin Li
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Weidong Ji
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Zhe Wang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Yinlin Cheng
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Kuiying Gu
- Vanke School of Public Health, Tsinghua University, Beijing 100084, China
| | - Yushan Wang
- Center of Health Management, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang 830054, China
| | - Yi Zhou
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
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Rabbani S, Ahmed F. Ecological modelling: A computational analysis of air pollution discourses in English print media of India and Pakistan. PLoS One 2025; 20:e0315087. [PMID: 39913384 PMCID: PMC11801623 DOI: 10.1371/journal.pone.0315087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 11/18/2024] [Indexed: 02/09/2025] Open
Abstract
The present study investigates air pollution dynamics through newspaper discourse in India and Pakistan, where both countries rank among the top five countries affected by air pollution. The study focused on newspaper discourses over almost two decades (2005-2023). The study applied Latent Dirichlet Allocation (LDA), a robust algorithm for analyzing the large text corpus. The study underpinned Computational Grounded Theory, which relies on the fact that computation is a way to reveal the hidden meanings beyond the text. The LDA-generated topics reveal that both countries face the toxicological effects of air pollution on health. The primary topics extracted through LDA revolve around discourses related to vehicular emissions, industrial emissions, and urbanization. In addition, the control measures taken by both countries relate to emission standards. The study also has implications for policymakers and planners considering these directions to control air pollution.
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Affiliation(s)
- Sana Rabbani
- Department of Humanities, COMSATS University Islamabad, Islamabad, Pakistan
| | - Fasih Ahmed
- Department of Humanities, COMSATS University Islamabad, Islamabad, Pakistan
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Whelan I, Luiu C, Pope FD. Assessing the Polarising Impacts of Low-Traffic Neighbourhoods: A Community Perspective from Birmingham, UK. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:1638. [PMID: 39767477 PMCID: PMC11675817 DOI: 10.3390/ijerph21121638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Revised: 12/02/2024] [Accepted: 12/03/2024] [Indexed: 01/11/2025]
Abstract
Globally, the transport sector is a major contributor to air pollution. Currently, in the UK, vehicle emissions contribute significant amounts of nitrogen oxide (NOx) and particulate matter (PM) pollution in urban areas. Low-emission-zone policies have been used as an intervention to tackle air pollution, and in this context, the UK launched the Low-Traffic Neighbourhood scheme. This study investigates the impacts of the Low-Traffic Neighbourhood in Kings Heath, Birmingham, UK, to evaluate its impact in reducing air pollution and local community perspectives about the scheme and perceived impacts on health and well-being. This study employs a mixed-method approach comprising an air-quality-monitoring assessment and a survey questionnaire involving 210 residents. The findings reveal an increase in active travel and a reduction in air pollution levels in the years after the implementation of the scheme, although the area is still non-compliant with the 2021 WHO air quality guidelines. Nonetheless, the scheme has a polarising effect and created a division within the local community about the overall scheme acceptance and spatial distribution of the scheme's benefits. This study underscores the importance of comprehensive baseline data, long-term community engagement, and integration with broader urban planning initiatives to enhance the success of future Low-Neighbourhood Traffic schemes.
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Affiliation(s)
| | | | - Francis D. Pope
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham B15 2TT, UK; (I.W.); (C.L.)
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Alexandrino K, Sánchez NE, Viteri F. Levels and sources of polycyclic aromatic hydrocarbons (PAHs) near hospitals and schools using leaves and barks of Sambucus nigra and Acacia melanoxylon. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2024; 46:32. [PMID: 38227159 PMCID: PMC10791842 DOI: 10.1007/s10653-023-01825-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 12/03/2023] [Indexed: 01/17/2024]
Abstract
Polycyclic aromatic hydrocarbons (PAHs) are among the most studied organic compounds in urban environments, due to their known threat to human health. This study extends the current knowledge regarding the ability of different vegetative parts of different tree species to accumulate PAHs. Moreover, exposure intensity to PAHs in areas frequented by population susceptible to adverse health effects of air pollution is evaluated. For this, leaves and barks of Sambucus nigra (S. nigra) and Acacia melanoxylon (A. melanoxylon) were collected at urban areas in the Andean city of Quito, at seven points near hospitals and schools. A methodology, previously developed, for the extraction, purification, and quantification of PAHs associated with the leaves and bark of S. nigra was employed and also validated for leaves and bark of A. melanoxylon. The total PAH level varied from 119.65 ng g-1 DW (dry weight) to 1969.98 ng g-1 DW (dry weight) with naphthalene (Naph), fluoranthene (Flt), pyrene (Pyr), chrysene (Chry), and benzo[a]pyrene (BaP) predominating in all samples. The results indicate that the leaves and bark of tree species studied have certain abilities to bio-accumulate PAH according to their molecular weight. The leaves of S. nigra and bark of A. melanoxylon showed the highest ability to accumulate PAHs, mainly those with high and medium molecular weight, respectively. The highest incidence of light molecular weight PAHs was found in the leaves of A. melanoxylon. Furthermore, coal combustion, biomass burning, and vehicle emissions were identified as the main PAHs sources. Concentrations of PAHs associated with tree species suggest an affectation in areas frequented by populations susceptible to air pollution. This fact shows the importance of regulatory scheme to significantly improve the air quality in the city integrating a knowledge-based decision-making.
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Affiliation(s)
- Katiuska Alexandrino
- Grupo de Investigación en Biodiversidad, Medio Ambiente y Salud (BIOMAS), Facultad de Ingenierías y Ciencias Aplicadas, Universidad de Las Américas, Vía a Nayón, Quito, 170124, Ecuador.
| | - Nazly E Sánchez
- Departamento de Ingeniería Ambiental y Sanitaria, Universidad del Cauca, 190007, Popayan, Colombia
| | - Fausto Viteri
- Grupo de Protección Ambiental (GPA), Facultad de Ciencias de La Ingeniería e Industrias, Universidad UTE, Quito, 170527, Ecuador
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Ngamsang P, Amnuaylojaroen T, Parasin N, Pimonsree S. Health Impact Assessment of Short-Term Exposure to Particulate Matter (PM 10) in Northern Thailand. JOURNAL OF ENVIRONMENTAL AND PUBLIC HEALTH 2023; 2023:1237768. [PMID: 37283814 PMCID: PMC10241591 DOI: 10.1155/2023/1237768] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/07/2023] [Accepted: 04/15/2023] [Indexed: 06/08/2023]
Abstract
In northern Thailand, in recent decades, particulate pollution from the burning of biomass has become a serious issue with toxicological implications for human health, especially during the winter months of January to April. The purpose of this study was to explore short-term exposure to particulate matter (PM10) in northern Thailand. The high PM10 concentration in 2012 was used as a case study. We used the EPA's Benefits Mapping and Analysis Program-Community Edition (BenMAP-CE) for the health impact assessment, along with ground-based measurement data. The annual average observed PM10 concentration was in the range of 43-61 μg/m3, with a maximum observed PM10 concentration of 300 μg/m3 in March. We then assessed the impacts of PM10 exposure in northern Thailand. When the PM10 concentration was reduced to 120 μg/m3, the undesirable effects on respiratory mortality decreased by 5%-11%. When the concentration of PM10 was reduced to 45 μg/m3, the deleterious effects on respiratory mortality decreased by 11-30%. In conclusion, adherence to the WHO-AQG, particularly for PM10 (45 μg/m3), tends to result in considerable reductions in respiratory disease mortality in northern Thailand.
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Affiliation(s)
- Pakaporn Ngamsang
- School of Energy and Environment, University of Phayao, Phayao 56000, Thailand
| | - Teerachai Amnuaylojaroen
- School of Energy and Environment, University of Phayao, Phayao 56000, Thailand
- Atmospheric Pollution and Climate Change Research Units, School of Energy and Environment, University of Phayao, Phayao, Thailand
| | - Nichapa Parasin
- School of Allied Health Science, University of Phayao, Phayao 56000, Thailand
| | - Sittichai Pimonsree
- School of Energy and Environment, University of Phayao, Phayao 56000, Thailand
- Atmospheric Pollution and Climate Change Research Units, School of Energy and Environment, University of Phayao, Phayao, Thailand
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Wang B, Li X, Chen D, Weng X, Chang Z. Development of an electronic nose to characterize water quality parameters and odor concentration of wastewater emitted from different phases in a wastewater treatment plant. WATER RESEARCH 2023; 235:119878. [PMID: 36940564 DOI: 10.1016/j.watres.2023.119878] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 02/17/2023] [Accepted: 03/12/2023] [Indexed: 06/18/2023]
Abstract
For public health consideration, it is important to ensure the wastewater discharged from wastewater treatment plant is within the regulatory limits. This problem can be effectively solved by improving the accuracy and rapid characterization of water quality parameters and odor concentration of wastewater. In this paper, we proposed a novel solution to realize the precisive analysis of water quality parameters and odor concentration of wastewater by the electronic nose device. The main work of this paper was divided into three steps: 1) recognizing wastewater samples qualitatively from different sampling points, 2) analyzing the correlation between electronic nose response signals and water quality parameters and odor concentration, and 3) predicting the odor concentration and water quality parameters quantitatively. Combined with different feature extraction methods, support vector machine and linear discriminant analysis were applied as classifiers to recognize samples at different sampling points, which reported the best recognition rate of 98.83%. Partial least squares regression was applied to complete the second step, and R2 was reaching 0.992. As for the third step, ridge regression was used to predict water quality parameters and odor concentration with the RMSE less than 0.9476. Thus, electronic noses can be applied to determine water quality parameters and odor concentrations in the effluent discharged from wastewater plants.
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Affiliation(s)
- Bingyang Wang
- Key Laboratory of Bionic Engineering, Ministry of Education, Jilin University, Changchun 130022, China; College of Biological and Agricultural Engineering, Jilin University, Changchun 130022, China; Weihai Institute for Bionics, Jilin University, Weihai 264401, China
| | - Xiaodan Li
- China Northeast Municipal Engineering Design and Research Institute Co., Ltd., Changchun 130021, China
| | - Donghui Chen
- Key Laboratory of Bionic Engineering, Ministry of Education, Jilin University, Changchun 130022, China; College of Biological and Agricultural Engineering, Jilin University, Changchun 130022, China; Weihai Institute for Bionics, Jilin University, Weihai 264401, China
| | - Xiaohui Weng
- Weihai Institute for Bionics, Jilin University, Weihai 264401, China; School of Mechanical and Aerospace Engineering, Jilin University, Changchun 130022, China
| | - Zhiyong Chang
- Key Laboratory of Bionic Engineering, Ministry of Education, Jilin University, Changchun 130022, China; College of Biological and Agricultural Engineering, Jilin University, Changchun 130022, China; Weihai Institute for Bionics, Jilin University, Weihai 264401, China.
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Dutta A, Chavalparit O. Assessment of health burden due to the emissions of fine particulate matter from motor vehicles: A case of Nakhon Ratchasima province, Thailand. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 872:162128. [PMID: 36773925 DOI: 10.1016/j.scitotenv.2023.162128] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 02/05/2023] [Accepted: 02/05/2023] [Indexed: 06/18/2023]
Abstract
Air pollution, owing to the ever-increasing transport vehicle fleet, and adverse health effects are increasing in provinces of Thailand. The study estimated that the vehicle fleet size of Nakhon Ratchasima (NR) province of Thailand will grow to 2 million vehicles by 2030, which was 1.36 million in 2021. In NR, the PM2.5 and PM10 concentrations already surpassed both WHO and NAAQS guidelines in 2019-2021. Using Pollution Control Department (PCD) approved Tier I and II Methodology of EMEP/EEA, this research estimated that the total tailpipe emission load will be 1039 tons of PM2.5, 16,630 tons of NO₂, 20,623 tons of CO, 195 tons NH₃, and 249 tons of SO₂ in NR during 2030. The emission load will increase to 1752 tons of PM2.5, 21,126 tons of NO2, 25,559 tons of CO, 361 tons of NH3 and 9344 tons of SO₂ during 2030 if upstream emissions are considered. This study has developed five control scenarios in line with the directives of PCD to mitigate the adverse health from vehicle-led air pollution in NR and implementation during 2024-2030. According to the study, different control scenarios to be implemented during 2024-2030, will be able to keep the fleet size of vehicles in the NR under control. The results show that the control scenarios will keep the annual tailpipe emission of PM2.5 at 604 tons in 2030, a 42 % reduction over the 2030 Business-As-Usual scenario (BAU). The health damage in the range of 6941 to 11,625 disability-adjusted life years (DALYs) under the 2030 BAU scenario in NR due to tailpipe and upstream emissions can be reduced to 4162-7318 DALYs with the implementation of different control scenarios. The control scenarios will also provide significant economic benefits ranging from 4465 to 6718 million THB during 2024-2030 through reduced DALYs and associated costs.
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Affiliation(s)
- Abhishek Dutta
- Department of Environmental Engineering, Faculty of Engineering, Chulalongkorn University, 254 Phayathai Road, Pathumwan, Bangkok 10330, Thailand
| | - Orathai Chavalparit
- Department of Environmental Engineering, Faculty of Engineering, Chulalongkorn University, 254 Phayathai Road, Pathumwan, Bangkok 10330, Thailand.
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Gawełko J, Cierpiał-Wolan M, Bwanakare S, Czarnota M. Association between Air Pollution and Squamous Cell Lung Cancer in South-Eastern Poland. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph191811598. [PMID: 36141870 PMCID: PMC9517499 DOI: 10.3390/ijerph191811598] [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: 08/02/2022] [Revised: 09/05/2022] [Accepted: 09/09/2022] [Indexed: 06/01/2023]
Abstract
Air pollution is closely associated with the development of respiratory illness. The aim of the present study was to assess the relationship between long-term exposure to PM2.5, PM10, NO2, and SO2 pollution and the incidence of lung cancer in the squamous subtype in south-eastern Poland from the years 2004 to 2014. We collected data of 4237 patients with squamous cell lung cancer and the level of selected pollutants. To investigate the relationship between the level of concentrations of pollutants and the place of residence of patients with lung cancer in the squamous subtype, proprietary pollution maps were applied to the places of residence of patients. To analyze the data, the risk ratio was used as well as a number of statistical methods, i.e., the pollution model, inverse distance weighted interpolation, PCA, and ordered response model. Cancer in women and in men seems to depend in particular on the simultaneous inhalation of NO2 and PM10 (variable NO2PM10) and of NO2 and SO2 (variable NO2 SO2), respectively. Nitrogen dioxide exercises a synergistic leading effect, which once composed with the other elements it becomes more persistent in explaining higher odds in the appearance of cancers and could constitute the main cause of squamous cancer.
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Affiliation(s)
- Jan Gawełko
- Institute of Medical Sciences, College of Medical Sciences, University of Rzeszów, 35-959 Rzeszów, Poland
| | - Marek Cierpiał-Wolan
- Statistical Office in Rzeszów, 35-959 Rzeszow, Poland
- Institute of Economics and Finance, College of Social Sciences, University of Rzeszów, 35-959 Rzeszów, Poland
| | - Second Bwanakare
- Institute of Economics and Finance, Faculty of Socio-Economics, Cardinal Stefan Wyszynski University, 01-938 Warsaw, Poland
| | - Michalina Czarnota
- Institute of Health Sciences, College of Medical Sciences, University of Rzeszów, 35-959 Rzeszów, Poland
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Ali Shah SA, Aziz W, Almaraashi M, Ahmed Nadeem MS, Habib N, Shim SO. A hybrid model for forecasting of particulate matter concentrations based on multiscale characterization and machine learning techniques. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2021; 18:1992-2009. [PMID: 33892534 DOI: 10.3934/mbe.2021104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Accurate prediction of particulate matter (PM) using time series data is a challenging task. The recent advancements in sensor technology, computing devices, nonlinear computational tools, and machine learning (ML) approaches provide new opportunities for robust prediction of PM concentrations. In this study, we develop a hybrid model for forecasting PM10 and PM2.5 based on the multiscale characterization and ML techniques. At first, we use the empirical mode decomposition (EMD) algorithm for multiscale characterization of PM10 and PM2.5 by decomposing the original time series into numerous intrinsic mode functions (IMFs). Different individual ML algorithms such as random forest (RF), support vector regressor (SVR), k-nearest neighbors (kNN), feed forward neural network (FFNN), and AdaBoost are then used to develop EMD-ML models. The air quality time series data from Masfalah air station Makkah, Saudi Arabia are utilized for validating the EMD-ML models, and results are compared with non-hybrid ML models. The PMs (PM10 and PM2.5) concentrations data of Dehli, India are also utilized for validating the EMD-ML models. The performance of each model is evaluated using root mean square error (RMSE) and mean absolute error (MAE). The average bias in the predictive model is estimated using mean bias error (MBE). Obtained results reveal that EMD-FFNN model provides the lowest error rate for both PM10 (RMSE = 12.25 and MAE = 7.43) and PM2.5 (RMSE = 4.81 and MAE = 3.02) using Misfalah, Makkah data whereas EMD-kNN model provides the lowest error rate for PM10 (RMSE = 20.56 and MAE = 12.87) and EMD-AdaBoost provides the lowest error rate for PM2.5 (RMSE = 15.29 and MAE = 9.45) using Dehli, India data. The findings also reveal that EMD-ML models can be effectively used in forecasting PM mass concentrations and to develop rapid air quality warning systems.
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Affiliation(s)
- Syed Ahsin Ali Shah
- Department of Computer Science & IT, University of Azad Jammu and Kashmir, King Abdullah Campus, Muzaffarabad 13100, AJK, Pakistan
| | - Wajid Aziz
- Department of Computer Science & IT, University of Azad Jammu and Kashmir, King Abdullah Campus, Muzaffarabad 13100, AJK, Pakistan
- College of Computer Science & Engineering, University of Jeddah, Jeddah 23890, Saudi Arabia
| | - Majid Almaraashi
- College of Computer Science & Engineering, University of Jeddah, Jeddah 23890, Saudi Arabia
| | - Malik Sajjad Ahmed Nadeem
- Department of Computer Science & IT, University of Azad Jammu and Kashmir, King Abdullah Campus, Muzaffarabad 13100, AJK, Pakistan
| | - Nazneen Habib
- Department of Sociology & Rural Development, University of Azad Jammu Kashmir, Muzaffarabad 13100, AJK, Pakistan
| | - Seong-O Shim
- College of Computer Science & Engineering, University of Jeddah, Jeddah 23890, Saudi Arabia
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Abstract
Poor indoor air quality affects the health of the occupants of a given structure or building. It reduces the effectiveness of learning and work efficiency. Among many pollutants, PM 2.5 and 10 dusts are extremely important. They can be eliminated using mechanical ventilation equipped with filters. Façade ventilation devices are used as a way to improve indoor air quality (IAQ) in existing buildings. For their analysis, researchers used carbon dioxide as a tracer gas. They have shown that façade ventilation devices are an effective way to improve IAQ, but require further analysis due to the sensitivity of façade ventilation devices to the effects of wind and outdoor temperature. In addition, legal regulations in some countries require verification in order to enable the use of this type of solution as a way to improve IAQ in an era characterised by the effort to transform buildings into passive houses (standard for energy efficiency in a building).
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Bărbulescu A, Postolache F. New approaches for modeling the regional pollution in Europe. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 753:141993. [PMID: 32889322 DOI: 10.1016/j.scitotenv.2020.141993] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 08/18/2020] [Accepted: 08/24/2020] [Indexed: 06/11/2023]
Abstract
Generally, official statistical reports provide information on the pollution extent over a region using the average records from all the observation sites. In the outliers' presence, the average is not a good choice. Therefore, in this article, we propose two alternatives for replacing the average series by most significant regional series, obtained by two selection procedures. The first algorithm chooses the candidates to be utilized for the regional estimation of pollution by a data segmentation that provides the most representative value for a given time interval. Since the number of segments to be used should be prior introduced, the second algorithm proposes a version of the selection procedure based on the k-means algorithm. The performances of these methods are verified on three groups of series (carbon oxides, sulfur oxides, and nitrogen oxides) recorded in the EEA33 countries during a period of 28 years. Both algorithms give better results than the average series, in terms of mean standard errors (MSE) and mean absolute errors (MAE).
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Affiliation(s)
- Alina Bărbulescu
- Department of Mathematics and Informatics, Ovidius University of Constanta, 124, Mamaia Bd., 900527 Constanta, Romania.
| | - Florin Postolache
- Department of Naval Electro-mechanics Systems, Mircea cel Batran Naval Academy, 1, Fulgerului Street, Romania.
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Eloge TJ, Nadine O, Solange D, Telefo PB, Annesi-Maesano I. Clinical Manifestations and Changes of Haematological Markers among Active People Living in Polluted City: The Case of Douala, Cameroon. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:E665. [PMID: 33466768 PMCID: PMC7830361 DOI: 10.3390/ijerph18020665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 12/07/2020] [Accepted: 01/07/2021] [Indexed: 12/05/2022]
Abstract
Urban air pollution, despite its dangerous health impact, is poorly studied in sub-Saharan Africa (sSA). Epidemiological data on this silent killer are almost non-existent for cities of Cameroon, which seems to be one of the sSA countries where populations are highly exposed to air pollutants. Objective: The present study was conducted in Douala city, and aimed at determining the association of urban air quality degradation with respiratory and systemic health in active populations exposed to air pollutants on a daily basis. Methods: A cross-sectional study was conducted from 2017 to 2019 in 1182 active people consisting of motorbikes drivers (MD), outdoor urban workers (UW), and fuel station sellers (FSS). A standardized questionnaire was used to document participants' data. One hundred and twenty-six (126) motorbike drivers were selected to evaluate the relationship between haematological (white blood cells, platelets) and inflammatory (C-reactive protein-CRP) biomarkers, and air pollution; compared with those of a sixty-five (65) motorbike drivers' control group enrolled in Dschang, another town situated at about 216.3 km from Douala. Results: Among those recruited in urban Douala, some respiratory disorders such as running nostrils, colds, common fever, sore throats, dry cough, wheezing, chest pain, shortness of breath and systemic symptoms such as headaches, eye irritation, conjunctivitis, watery eyes and general tiredness were very common among MD, UW, and FSS. Regarding biological data, blood monocytes, lymphocytes and CRP were found to be significantly increased among selected MD in Douala, compared to control groups in Dschang. Conversely, a more significant decrease in blood neutrophil level was observed among MD in Douala than control groups in Dschang. These changes of haematological markers were significantly associated with place of residence, site of activity, and daily duration. Conclusion: Our results suggest the risk of suffering from respiratory impairments and systemic symptoms with exposure to urban air pollution among active people working near highways in Douala.
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Affiliation(s)
- Tiekwe Joseph Eloge
- Department of Biochemistry, University of Dschang, Dschang, P.O Box 67 Dschang, Cameroon; (T.J.E.); (O.N.); (D.S.)
| | - Ongbayokolak Nadine
- Department of Biochemistry, University of Dschang, Dschang, P.O Box 67 Dschang, Cameroon; (T.J.E.); (O.N.); (D.S.)
| | - Dabou Solange
- Department of Biochemistry, University of Dschang, Dschang, P.O Box 67 Dschang, Cameroon; (T.J.E.); (O.N.); (D.S.)
| | - Phélix Bruno Telefo
- Department of Biochemistry, University of Dschang, Dschang, P.O Box 67 Dschang, Cameroon; (T.J.E.); (O.N.); (D.S.)
| | - Isabella Annesi-Maesano
- Department of Epidemiology of Allergic and Respiratory Diseases (EPAR), IPLESP INSERM et Sorbonne Université, 15-21 Rue de l’École de Médecine, 75006 Paris, France;
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Yang Chan EY, Shahzada TS, Sham TST, Dubois C, Huang Z, Liu S, Ho JYE, Hung KKC, Kwok KO, Shaw R. Narrative review of non-pharmaceutical behavioural measures for the prevention of COVID-19 (SARS-CoV-2) based on the Health-EDRM framework. Br Med Bull 2020; 136:46-87. [PMID: 33030513 PMCID: PMC7665374 DOI: 10.1093/bmb/ldaa030] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/07/2020] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Non-pharmaceutical measures to facilitate a response to the COVID-19 pandemic, a disease caused by novel coronavirus SARS-CoV-2, are urgently needed. Using the World Health Organization (WHO) health emergency and disaster risk management (health-EDRM) framework, behavioural measures for droplet-borne communicable diseases and their enabling and limiting factors at various implementation levels were evaluated. SOURCES OF DATA Keyword search was conducted in PubMed, Google Scholar, Embase, Medline, Science Direct, WHO and CDC online publication databases. Using the Oxford Centre for Evidence-Based Medicine review criteria, 10 bottom-up, non-pharmaceutical prevention measures from 104 English-language articles, which published between January 2000 and May 2020, were identified and examined. AREAS OF AGREEMENT Evidence-guided behavioural measures against transmission of COVID-19 in global at-risk communities were identified, including regular handwashing, wearing face masks and avoiding crowds and gatherings. AREAS OF CONCERN Strong evidence-based systematic behavioural studies for COVID-19 prevention are lacking. GROWING POINTS Very limited research publications are available for non-pharmaceutical measures to facilitate pandemic response. AREAS TIMELY FOR RESEARCH Research with strong implementation feasibility that targets resource-poor settings with low baseline health-EDRM capacity is urgently needed.
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Affiliation(s)
- Emily Ying Yang Chan
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Nuffield Department of Medicine, University of Oxford, Oxford OX37BN, UK
- JC School of Public Health and Primary Care, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- GX Foundation, Quarry Bay, Hong Kong SAR, China
| | - Tayyab Salim Shahzada
- JC School of Public Health and Primary Care, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- GX Foundation, Quarry Bay, Hong Kong SAR, China
| | - Tiffany Sze Tung Sham
- JC School of Public Health and Primary Care, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- GX Foundation, Quarry Bay, Hong Kong SAR, China
| | - Caroline Dubois
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- GX Foundation, Quarry Bay, Hong Kong SAR, China
| | - Zhe Huang
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- JC School of Public Health and Primary Care, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Sida Liu
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- GX Foundation, Quarry Bay, Hong Kong SAR, China
| | - Janice Ying-en Ho
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Kevin K C Hung
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- JC School of Public Health and Primary Care, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Accident & Emergency Medicine Academic Unit, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Kin On Kwok
- JC School of Public Health and Primary Care, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Rajib Shaw
- Graduate School of Media and Governance, Keio University, Fujisawa 252-0882, Japan
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Temporal Trend of PM10 and Associated Human Health Risk over the Past Decade in Cluj-Napoca City, Romania. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10155331] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The human health risk associated with PM10 exposure was assessed for the residents of Cluj-Napoca city, Romania, for a best case-scenario based on the monthly average PM10 and for a worst-case scenario based on the monthly 90th percentile of PM10 concentration. As no toxicity value for PM10 was available, for the calculation of the hazard quotient, the toxicity value was considered to be equal to the annual limit value (40 µm/m3) set in the European Union (EU), and to air quality guidelines (20 µm/m3) set by the World Health Organization (WHO). The daily PM10 concentrations for the period 2009–2019, at the four monitoring stations existing in Cluj-Napoca, were obtained from the National Air Quality Monitoring Network. The annual PM10 values ranged between 20.3 and 29.5 µg/m3, and were below the annual limit value (40 µg/m3) set by European and national legislation, but above the annual air quality guideline (20 µg/m3) set by WHO. Generally, the monthly PM10 concentrations were higher from October to March than in the rest of the year. The monthly air quality index (AQI) showed the good to moderate quality of the air during the whole decade; however, there were days when the air quality was unhealthy for sensitive population groups. The air quality was more or less constant during the warm months, and improved significantly for the cold months from 2009 to 2019. In the best-case scenario, calculated using the EU annual limit value for PM10, the potential non-carcinogenic chronic health risk was present only in 2009 and 2010, but in the worst-case scenario, in each year there were periods, especially in the cold months, in which health risk was present. When considering the WHO air quality guidelines in the calculation of the health risk, the potential non-carcinogenic chronic health risk was present between October and March in each year in the best-case scenario, and in most of the months in the worst-case scenario.
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Moufid M, Hofmann M, El Bari N, Tiebe C, Bartholmai M, Bouchikhi B. Wastewater monitoring by means of e-nose, VE-tongue, TD-GC-MS, and SPME-GC-MS. Talanta 2020; 221:121450. [PMID: 33076073 DOI: 10.1016/j.talanta.2020.121450] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Revised: 07/18/2020] [Accepted: 07/22/2020] [Indexed: 12/24/2022]
Abstract
The presence of wastewater and air pollution has become an important risk factor for citizens, not only in terms of problems related to health risks, but also because of its negative impact on the country's image. For this reason, malodorous emission monitoring and control techniques are in high demand in urban areas and industries. The aim of this work is first to build an electronic nose (e-nose) and a Voltammetric Electronic tongue (VE-tongue) in order to study their ability to discriminate between polluted and clean environmental samples. Secondly, Thermal Desorption-Gas Chromatography-Mass Spectrometry (TD-GC-MS), and Solid Phase Micro Extraction-Gas Chromatography-Mass Spectrometry (SPME-GC-MS) are utilized to explain this discrimination by identifying specific compounds from these samples. Indeed, the e-nose, consisted of metal oxide semiconductor gas sensors, is used for the assessment of the studied odorous air and headspace samples from water and wastewater sites. Moreover, the VE-tongue, based on metal electrodes, is utilized to determine the patterns of the sensor array responses, which serve as fingerprints profiles of the analyzed liquid samples. Chemometric tools, such as Principal Component Analysis (PCA), Hierarchical Cluster Analysis (HCA), and Support Vector Machines (SVMs) are operated for the processing of data from the e-nose and the VE-tongue. By using the both systems, the analyses of headspace and liquid samples from the seven sites allow better discrimination. To explain the cause of the obtained discrimination, TD-GC-MS and SPME-GC-MS analyses are well performed to identify compounds related sites. According to these outcomes, the proposed e-nose and VE-tongue are proved to be rapid and valuable tools for analysis of environmental polluted matrices.
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Affiliation(s)
- Mohammed Moufid
- Sensor Electronic & Instrumentation Group, Department of Physics, Faculty of Sciences, Moulay Ismaïl University of Meknes, B.P., 11201, Zitoune, Meknes, Morocco; Biotechnology Agroalimentary and Biomedical Analysis Group, Department of Biology, Faculty of Sciences, Moulay Ismaïl University of Meknes, B.P. 11201, Zitoune, 50003 Meknes, Morocco
| | - Michael Hofmann
- Bundesanstalt für Materialforschung und -prüfung (BAM), 8.1 Sensors, Measurement and Testing Methods, Berlin, Germany
| | - Nezha El Bari
- Biotechnology Agroalimentary and Biomedical Analysis Group, Department of Biology, Faculty of Sciences, Moulay Ismaïl University of Meknes, B.P. 11201, Zitoune, 50003 Meknes, Morocco
| | - Carlo Tiebe
- Bundesanstalt für Materialforschung und -prüfung (BAM), 8.1 Sensors, Measurement and Testing Methods, Berlin, Germany
| | - Matthias Bartholmai
- Bundesanstalt für Materialforschung und -prüfung (BAM), 8.1 Sensors, Measurement and Testing Methods, Berlin, Germany
| | - Benachir Bouchikhi
- Sensor Electronic & Instrumentation Group, Department of Physics, Faculty of Sciences, Moulay Ismaïl University of Meknes, B.P., 11201, Zitoune, Meknes, Morocco.
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BEKMUKHAMBETOV Y, MAMYRBAYEV A, JARKENOV T, ABILOV T, SULTANOVA G, ISAEVA G, ZHAILYBAYEV M, URAZ R. Interdisciplinary Approaches to Assessing the Health of People Living in Environmentally Adverse Conditions. IRANIAN JOURNAL OF PUBLIC HEALTH 2019; 48:1627-1635. [PMID: 31700818 PMCID: PMC6825659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Accepted: 09/21/2018] [Indexed: 12/02/2022]
Abstract
BACKGROUND The health status of the population of different ages was examined. Since children are very vulnerable to environmental factors, our goal was to examine their health status and compare them with those of the older population. Also one of the important tasks of our study was the installation of carcinogenic and non-carcinogenic risks for children and adults of different sexes. METHODS During our research, we calculated the air pollution index, investigated the incidence statistics of the population, and calculated the lifetime average daily dose (LADD). We investigated the content of sulfur dioxide, hydrogen sulfide, nitrogen oxide, ammonium and hydrogen carbonates and compared it with safe level of exposure. RESULTS In Aktobe, the Republic of Kazakhstan the external environment is polluted with boron and chromium, and in Aktau - with organic hydrocarbons. High morbidity rates in adolescents were found for endocrine disorders, digestive system diseases, and musculoskeletal system disorders. Estimating the prevalence and incidence of newly diagnosed diseases among women in Aktau showed that the overall incidence rate, as well as the incidence of respiratory and skin diseases, declines with age. The incidence of the genitourinary system and the number of nervous disorders increase, and the number of neoplasms increases in men population. A study of carcinogenic risks showed that children with Aktau, especially boys, have the greatest risk of cancer. CONCLUSION The conducted research shows that environmental factors have a big impact on the health of the population.
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Affiliation(s)
- Yerbol BEKMUKHAMBETOV
- Administration, West Kazakhstan Marat Ospanov State Medical University, Aktobe, Kazakhstan
| | - Arstan MAMYRBAYEV
- Department of Hygiene and Occupational Diseases, West Kazakhstan Marat Ospanov State Medical University, Aktobe, Kazakhstan
| | - Timur JARKENOV
- Administration, West Kazakhstan Marat Ospanov State Medical University, Aktobe, Kazakhstan
| | - Talgar ABILOV
- Department of Molecular Biology and Medical Genetics, West Kazakhstan Marat Ospanov State Medical University, Aktobe, Kazakhstan
| | - Gulnar SULTANOVA
- Department of Children and Surgical Dentistry, West Kazakhstan Marat Ospanov State Medical University, Aktobe, Kazakhstan
| | - Gulnar ISAEVA
- Department of Children and Surgical Dentistry, West Kazakhstan Marat Ospanov State Medical University, Aktobe, Kazakhstan
| | - Mukhtar ZHAILYBAYEV
- Department of Clinical Anatomy with Operational Surgery, West Kazakhstan Marat Ospanov State Medical University, Aktobe, Kazakhstan
| | - Raisa URAZ
- Department of Therapeutic and Prosthetic Dentistry, West Kazakhstan Marat Ospanov State Medical University, Aktobe, Kazakhstan
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Kelkar H, Sharma AK, Chaturvedi S. Association of Air Pollution and Lung Function of Young Adult Females in New Delhi. J Health Pollut 2019; 9:190611. [PMID: 31259087 PMCID: PMC6555251 DOI: 10.5696/2156-9614-9.22.190611] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 05/08/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND Lung function tests reflect the underlying physiological condition of the airways and the alveoli. Therefore, they help to evaluate the respiratory health of an individual. Lung functions are compromised far before appearance of the signs and symptoms of chronic respiratory diseases. Air pollution adversely affects lung function. Exposure to sources of pollution differ between men and women due to commuting and smoking habits. The present study was carried out in Delhi to assess the association of exposure to air pollution sources with lung function of young adult females, as this younger age group is expected to have a different exposure profile than older women. METHODS The present study was conducted on the campus of a central university in Delhi among 18- to 25-year old females (n=200). A pre-tested, close-ended and interviewer-administered questionnaire was used that consisted of information on sociodemographic details of the participants and self-reported exposure to air pollution sources at the residence of participants, during their commute to and from college, and at school. Both active and passive smoking status were recorded. Lung function was assessed using a digital spirometer. RESULTS A significant association was observed between percentage of predicted value of forced expiratory volume in one second (FEV1)/forced vital capacity (FVC) and peak expiratory flow (PEF) with the number of years the participant had resided in Delhi (p<0.05). Forced vital capacity and FEV1 of those using closed transport methods such as car, metro, and air-conditioned (A/C) bus were significantly better than those who used open transport methods such as non-A/C bus and scooter (p<0.05). Forced vital capacity and FEV1 were significantly decreased among those who had a smoke-producing factory in the vicinity of their residence (p<0.05). A significant decrease in FVC and FEV1 was observed among active smokers and among those who were exposed to passive smoking by family members in comparison to those who were not exposed (p<0.05). CONCLUSIONS The results of the present study suggest that air pollution exposure plays a role in determining the lung function profile of young adult females. This study provides baseline data on lung function of young adult females which could be used in future longitudinal cohort studies. PARTICIPANT CONSENT Obtained. ETHICS APPROVAL The study was approved by the Institutional Ethics Committee of University College of Medical Sciences. COMPETING INTERESTS The authors declare no completing financial interests.
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Affiliation(s)
- Harshita Kelkar
- Department Community Medicine, University College of Medical Sciences, New Delhi India
| | - Arun Kumar Sharma
- Department Community Medicine, University College of Medical Sciences, New Delhi India
| | - Sanjay Chaturvedi
- Department Community Medicine, University College of Medical Sciences, New Delhi India
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Kumar P, Singh G, Goyal JP, Khera D, Singh K. Association of common comorbidities with asthma in children: a cross-sectional study. Sudan J Paediatr 2019; 19:88-92. [PMID: 31969736 DOI: 10.24911/sjp.106-1544873451] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Asthma is a common chronic respiratory disease in children. The diagnosis of asthma in children may be associated with other comorbidities, which may influence the disease in several ways, including optimal asthma control. The main objective of this study was to determine the association of common comorbidities with asthma in children between 5 and 15 years. A cross-sectional study was carried out in a tertiary care hospital of western Rajasthan. A set of 23 questions were offered to the children with asthma and/or their parents and their responses were noted manually. A total of 95 children (74 male) were enrolled, allergic rhinitis (AR) was documented in 72 (75%) followed by psychological disturbance in 68 (71%), snoring in 47 (49.5%), gastro-esophageal reflux disease (GERD) in 44 (46.3%), atopic dermatitis in 26 (27.3%), and sinusitis in 19 (20%) children. There was no statistical significant association observed between asthma comorbidities and gender. Allergic rhinitis was the most common comorbidity in children with asthma followed by psychological disturbance, GER, and snoring. Both boys and girls had similar prevalence of asthma comorbidities.
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Affiliation(s)
- Prawin Kumar
- Department of Pediatrics, All India Institute of Medical Sciences, Jodhpur, India
| | - Gourav Singh
- Third Year MBBS Student, All India Institute of Medical Sciences, Jodhpur, India
| | - Jagdish Prasad Goyal
- Department of Pediatrics, All India Institute of Medical Sciences, Jodhpur, India
| | - Daisy Khera
- Department of Pediatrics, All India Institute of Medical Sciences, Jodhpur, India
| | - Kuldeep Singh
- Department of Pediatrics, All India Institute of Medical Sciences, Jodhpur, India
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Bano S, Pervez S, Chow JC, Matawle JL, Watson JG, Sahu RK, Srivastava A, Tiwari S, Pervez YF, Deb MK. Coarse particle (PM 10-2.5) source profiles for emissions from domestic cooking and industrial process in Central India. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 627:1137-1145. [PMID: 29426131 DOI: 10.1016/j.scitotenv.2018.01.289] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 01/06/2018] [Accepted: 01/28/2018] [Indexed: 06/08/2023]
Abstract
To develop coarse particle (PM10-2.5, 2.5 to 10μm) chemical source profiles, real-world source sampling from four domestic cooking and seven industrial processing facilities were carried out in "Raipur-Bhilai" of Central India. Collected samples were analysed for 32 chemical species including 21 elements (Al, As, Ca, Cd, Co, Cr, Cu, Fe, Hg, K, Mg, Mn, Mo, Na, Ni, Pb, S, Sb, Se, V, and Zn) by atomic absorption spectrophotometry (AAS), 8 water-soluble ions (Na+, K+, Mg2+, Ca2+, Cl-, F-, NO3-, and SO42-) by ion chromatography, ammonium (NH4+) by spectrophotometry, and carbonaceous fractions (OC and EC) by thermal/optical transmittance. The carbonaceous fractions were most abundant fraction in household fuel and municipal solid waste combustion emissions while elemental species were more abundant in industrial emissions. Most of the elemental species were enriched in PM2.5 (<2.5μm) size fraction as compared to the PM10-2.5 fraction. Abundant Ca (13-28%) was found in steel-rolling mill (SRM) and cement production industry (CPI) emissions, with abundant Fe (14-32%) in ferro-manganese (FEMNI), steel production industry (SPI), and electric-arc welding emissions. High coefficients of divergence (COD) values (0.46 to 0.88) among the profiles indicate their differences. These region-specific source profiles are more relevant to source apportionment studies in India than profiles measured elsewhere.
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Affiliation(s)
- Shahina Bano
- School of Studies in Chemistry, Pt. Ravishankar Shukla University, Raipur 492010, Chhattisgarh, India
| | - Shamsh Pervez
- School of Studies in Chemistry, Pt. Ravishankar Shukla University, Raipur 492010, Chhattisgarh, India.
| | - Judith C Chow
- Division of Atmospheric Sciences, Desert Research Institute, Reno, NV 89512, USA; Institute of Earth and Environment, Chinese Academy of Science, Xian, China
| | - Jeevan Lal Matawle
- School of Studies in Chemistry, Pt. Ravishankar Shukla University, Raipur 492010, Chhattisgarh, India; Directorate of Geology and Mining, Chhattisgarh, Regional Laboratory, Jagdalpur 494001, Chhattisgarh, India
| | - John G Watson
- Division of Atmospheric Sciences, Desert Research Institute, Reno, NV 89512, USA; Institute of Earth and Environment, Chinese Academy of Science, Xian, China
| | - Rakesh Kumar Sahu
- School of Studies in Chemistry, Pt. Ravishankar Shukla University, Raipur 492010, Chhattisgarh, India
| | - Anjali Srivastava
- National Environmental Engineering Research Institute, Nehru Marg, Nagpur 440020, Maharashtra, India
| | - Suresh Tiwari
- Indian Institute of Tropical and Meteorology, New Delhi 110060, India
| | - Yasmeen Fatima Pervez
- Department of Engineering Chemistry, CSIT, Kolihapuri, Durg, Chhattisgarh 491010, India
| | - Manas Kanti Deb
- School of Studies in Chemistry, Pt. Ravishankar Shukla University, Raipur 492010, Chhattisgarh, India
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Liu PF, Yan P, Zhao DH, Shi WF, Meng S, Liu Y, Liu B, Li GF, Xie LX. The effect of environmental factors on the differential expression of miRNAs in patients with chronic obstructive pulmonary disease: a pilot clinical study. Int J Chron Obstruct Pulmon Dis 2018. [PMID: 29535514 PMCID: PMC5836692 DOI: 10.2147/copd.s156865] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Objective The objective of the study was to analyze the effect of environmental factors on the differential expression of microRNAs in the peripheral blood of migratory and local patients in northern People’s Republic of China and on clinical symptoms of local patients in northern People’s Republic of China with COPD. Methods A total of 118 patients in the northern region and 8 migratory patients were enrolled in this prospective study. We collected general information. Blood samples were collected from 9 patients in the Beijing group, from 8 patients in the migratory group and from 9 healthy control subjects. After extracting the total RNA from these 3 groups, serum miRNA was identified by Solexa sequencing. We collected COPD assessment test (CAT) and Modified British Medical Research Council (mMRC) scores at different levels of air pollution and also collected the number of exacerbations over the year prior to the baseline and in the year preceding the follow-up. Results In total 9 miRNAs were differentially expressed. When air quality index (AQI) >100, the CAT and mMRC scores at baseline were significantly higher than those when the AQI ≤100 (P<0.001). When AQI >100, the follow-up CAT and mMRC scores were significantly higher than those when AQI ≤100 (P<0.001). Follow-up mMRC scores were significantly higher than baseline scores (P=0.04). When AQI ≤100, the baseline CAT score of the group with fewer symptoms was 6.50 (4.00–8.75). However, when AQI >100, the baseline CAT score of this fewer symptoms group was 10.00 (6.25–12.00). The median CAT score was close to 10. When AQI ≤100, the follow-up CAT score of the fewer symptoms group was 8.00 (4.25–12.00). However, when AQI >100, the follow-up CAT score of the fewer symptoms group was 9.50 (6.00–16.75). The median CAT score was close to 10. Conclusion Environmental factors may cause differential expression of miRNAs in the peripheral blood of migratory and local patients in northern People’s Republic of China. Air pollution may aggravate clinical symptoms of patients with COPD.
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Affiliation(s)
- Peng-Fei Liu
- Department of Pulmonary and Critical Care Medicine, Chinese PLA General Hospital, Beijing
| | - Peng Yan
- Department of Pulmonary and Critical Care Medicine, Chinese PLA General Hospital, Beijing
| | - Da-Hui Zhao
- Department of Pulmonary and Critical Care Medicine, Chinese PLA General Hospital, Beijing
| | - Wen-Fang Shi
- Department of Pulmonary and Critical Care Medicine, Chinese PLA General Hospital, Beijing
| | - Song Meng
- Department of Pulmonary and Critical Care Medicine, Chinese PLA General Hospital, Beijing
| | - Yang Liu
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Logistic University of Chinese People's Armed Police Force, Tianjin, People's Republic of China
| | - Bin Liu
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Logistic University of Chinese People's Armed Police Force, Tianjin, People's Republic of China
| | - Guo-Feng Li
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Logistic University of Chinese People's Armed Police Force, Tianjin, People's Republic of China
| | - Li-Xin Xie
- Department of Pulmonary and Critical Care Medicine, Chinese PLA General Hospital, Beijing
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Kunikullaya KU, Vijayaraghava A, Asha P, Kunnavil R, MuraliMohan BV. Meteorological parameters and pollutants on asthma exacerbation in Bangalore, India - an ecological retrospective time-series study. J Basic Clin Physiol Pharmacol 2017; 28:133-141. [PMID: 28076315 DOI: 10.1515/jbcpp-2016-0074] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Accepted: 10/27/2016] [Indexed: 11/15/2022]
Abstract
BACKGROUND Literature has shown a significant association between asthma exacerbations and pollutant levels during that time. There is very limited evidence in India, especially Bangalore, for impacts of meteorological changes and pollution on asthma hospital admissions in adults. The objective was to study the impact of air pollution and meteorological parameters on asthma exacerbation in Bangalore. METHODS This study quantitatively analyzed the relation between acute exacerbations of asthma and related admissions to the hospital with the air pollution and the meteorological conditions during that time. Data regarding the daily hospital admissions in about 13 tertiary care centers in Bangalore, Karnataka and air pollutant levels and the meteorological conditions prevailing during each day over a year were collected from the Karnataka State pollution control board and meteorology departments, respectively. RESULTS An average daily asthma admission of 4.84±2.91, with clear seasonal variation and autocorrelations between meteorological parameters and pollutants was observed. Multiple linear regression analysis revealed that average temperature (p=0.005) and nitrogen dioxide (NO2) (p=0.034) were the two factors that were affecting the number of admissions. Quasi-poisson regression analysis using multi-pollutants and meteorological variables showed that particulate matter and NO2 had significant lag effect for up to 5 days (p<0.05) and rainfall for 1 day (p<0.001). CONCLUSIONS In Bangalore city, levels of NO2 and particulate matter, temperature, rainfall, and season increase asthma exacerbations.
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Saygın M, Gonca T, Öztürk Ö, Has M, Çalışkan S, Has ZG, Akkaya A. To Investigate the Effects of Air Pollution (PM10 and SO 2) on the Respiratory Diseases Asthma and Chronic Obstructive Pulmonary Disease. Turk Thorac J 2017; 18:33-39. [PMID: 29404157 DOI: 10.5152/turkthoracj.2017.16016] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 02/03/2017] [Indexed: 11/22/2022]
Abstract
OBJECTIVES Effects of air pollution parameters of sulfur dioxide (SO2) and particulate matter (PM10) values on the respiratory system were investigated. MATERIAL AND METHODS Data of SO2 and PM10 were obtained daily for air pollution and classified into two groups: Group I (2006-2007), coal burning years and Group II (2008-2009), natural gas+ coal burning. Groups I and II were divided into two subgroups according to the months of combustion as combustible (November-April) and noncombustible (May-October). The number of patients with asthma and chronic obstructive pulmonary disorder (COPD) was recorded between 2006 and 2009. RESULTS There was no statistically significant difference between Groups I and II for PM10 and SO2 (p>0.05). Within the years, the values of SO2 and PM10 were statistically different between the groups defined by month (p<0.01). The number of patients in the combustible and noncombustible subgroups were found to be different for every 4 years, and the numbers of patients with COPD or asthma were not changed through the years. There was a strong correlation between PM10 and COPD (r=0.59, p<0.01) and a weak correlation between PM10 and asthma (r=0.25, p>0.05). A correlation was found between SO2 and COPD (p<0.01) but not between SO2 and asthma (p>0.05). The number of visits for COPD and asthma was statistically different between combustible and noncombustible subgroups (X2:58.61, p=0.000; X2:34.55, p=0.000, respectively). The r2 values for SO2 and PM10 for COPD patients were 17% and 24%, respectively, in contrast to 8% and 5%, respectivley for asthma patients. CONCLUSION Air pollution is known to increase respiratory disease occurrences. With decrease in the usage of solid fuel, air pollution could be reduced and may be effective in preventing respiratory diseases.
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Affiliation(s)
- Mustafa Saygın
- Department of Physiology, Süleyman Demirel University School of Medicine, Isparta, Turkey
| | - Taner Gonca
- Clinic of Chest Diseases, Isparta State Hospital, Isparta, Turkey
| | - Önder Öztürk
- Department of Chest Diseases, Süleyman Demirel University School of Medicine, Isparta, Turkey
| | - Mehmet Has
- Clinic of Chest Diseases, Şanlıurfa Training and Research Hospital, Şanlıurfa, Turkey
| | - Sadettin Çalışkan
- Department of Physiology, Pamukkale University School of Medicine, Denizli, Turkey
| | | | - Ahmet Akkaya
- Department of Chest Diseases, Süleyman Demirel University School of Medicine, Isparta, Turkey
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Ghorani-Azam A, Riahi-Zanjani B, Balali-Mood M. Effects of air pollution on human health and practical measures for prevention in Iran. JOURNAL OF RESEARCH IN MEDICAL SCIENCES 2016; 21:65. [PMID: 27904610 PMCID: PMC5122104 DOI: 10.4103/1735-1995.189646] [Citation(s) in RCA: 173] [Impact Index Per Article: 19.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2016] [Revised: 03/01/2016] [Accepted: 05/24/2016] [Indexed: 01/27/2023]
Abstract
Air pollution is a major concern of new civilized world, which has a serious toxicological impact on human health and the environment. It has a number of different emission sources, but motor vehicles and industrial processes contribute the major part of air pollution. According to the World Health Organization, six major air pollutants include particle pollution, ground-level ozone, carbon monoxide, sulfur oxides, nitrogen oxides, and lead. Long and short term exposure to air suspended toxicants has a different toxicological impact on human including respiratory and cardiovascular diseases, neuropsychiatric complications, the eyes irritation, skin diseases, and long-term chronic diseases such as cancer. Several reports have revealed the direct association between exposure to the poor air quality and increasing rate of morbidity and mortality mostly due to cardiovascular and respiratory diseases. Air pollution is considered as the major environmental risk factor in the incidence and progression of some diseases such as asthma, lung cancer, ventricular hypertrophy, Alzheimer's and Parkinson's diseases, psychological complications, autism, retinopathy, fetal growth, and low birth weight. In this review article, we aimed to discuss toxicology of major air pollutants, sources of emission, and their impact on human health. We have also proposed practical measures to reduce air pollution in Iran.
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Affiliation(s)
- Adel Ghorani-Azam
- Medical Toxicology Research Center, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Bamdad Riahi-Zanjani
- Medical Toxicology Research Center, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mahdi Balali-Mood
- Medical Toxicology Research Center, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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Abstract
Air pollution has become the world's single biggest environmental health risk, linked to around 7 million deaths in 2012 according to a recent World Health Organisation (WHO) report. The new data further reveals a stronger link between, indoor and outdoor air pollution exposure and cardiovascular diseases, such as strokes and ischemic heart disease, as well as between air pollution and cancer. The role of air pollution in the development of respiratory diseases, including acute respiratory infections and chronic obstructive pulmonary diseases, is well known. While both indoor and outdoor pollution affect health, recent statistics on the impact of household indoor pollutants (HAP) is alarming. The WHO factsheet on HAP and health states that 3.8 million premature deaths annually - including stroke, ischemic heart disease, chronic obstructive pulmonary disease (COPD) and lung cancer are attributed to exposure to household air pollution. Use of air cleaners and filters are one of the suggested strategies to improve indoor air quality. This review discusses the impact of air pollutants with special focus on indoor air pollutants and the benefits of air filters in improving indoor air quality.
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Affiliation(s)
- Vannan Kandi Vijayan
- Advisor to Director General, ICMR Bhopal Memorial Hospital and Research Centre and National Institute for Research in Environmental Health, Bhopal, Madhya Pradesh, India
| | - Haralappa Paramesh
- Pediatric Pulmonologist and Environmentalist, Advisor Rajiv Gandhi Institute of Public Health and Center for Disease Control of Rajiv Gandhi University of Health Sciences, Bangalore, Karnataka, India
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25
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Hashim D, Boffetta P. Occupational and environmental exposures and cancers in developing countries. Ann Glob Health 2015; 80:393-411. [PMID: 25512155 DOI: 10.1016/j.aogh.2014.10.002] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Over the past few decades, there has been a decline in cancers attributable to environmental and occupational carcinogens of asbestos, arsenic, and indoor and outdoor air pollution in high-income countries. For low- to middle-income countries (LMICs), however, these exposures are likely to increase as industrialization expands and populations grow. OBJECTIVE The aim of this study was to review the evidence on the cancer risks and burdens of selected environmental and occupational exposures in less-developed economies. FINDINGS A causal association has been established between asbestos exposure and mesothelioma and lung cancer. For arsenic exposure, there is strong evidence of bladder, skin, lung, liver, and kidney cancer effects. Women are at the highest risk for lung cancer due to indoor air pollution exposure; however, the carcinogenic effect on the risk for cancer in children has not been studied in these countries. Cancer risks associated with ambient air pollution remain the least studied in LMICs, although reported exposures are higher than World Health Organization, European, and US standards. Although some associations between lung cancer and ambient air pollutants have been reported, studies in LMICs are weak or subject to exposure misclassification. For pulmonary cancers, tobacco smoking and respiratory diseases have a positive synergistic effect on cancer risks. CONCLUSIONS A precise quantification of the burden of human cancer attributable to environmental and occupational exposures in LMICs is uncertain. Although the prevalence of carcinogenic exposures has been reported to be high in many such countries, the effects of the exposures have not been studied due to varying country-specific limitations, some of which include lack of resources and government support.
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Affiliation(s)
- Dana Hashim
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Paolo Boffetta
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY
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26
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Zaky A, Ahmad A, Dell'Italia LJ, Jahromi L, Reisenberg LA, Matalon S, Ahmad S. Inhaled matters of the heart. ACTA ACUST UNITED AC 2015; 2. [PMID: 26665179 DOI: 10.14800/crm.997] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Inhalations of atmospheric pollutants, especially particulate matters, are known to cause severe cardiac effects and to exacerbate preexisting heart disease. Heart failure is an important sequellae of gaseous inhalation such as that of carbon monoxide. Similarly, other gases such as sulphur dioxide are known to cause detrimental cardiovascular events. However, mechanisms of these cardiac toxicities are so far unknown. Increased susceptibility of the heart to oxidative stress may play a role. Low levels of antioxidants in the heart as compared to other organs and high levels of reactive oxygen species produced due to the high energetic demand and metabolic rate in cardiac muscle are important in rendering this susceptibility. Acute inhalation of high concentrations of halogen gases is often fatal. Severe respiratory injury and distress occurs upon inhalation of halogens gases, such as chlorine and bromine; however, studies on their cardiac effects are scant. We have demonstrated that inhalation of high concentrations of halogen gases cause significant cardiac injury, dysfunction, and failure that can be critical in causing mortalities following exposures. Our studies also demonstrated that cardiac dysfunction occurs as a result of a direct insult independent of coexisting hypoxia, since it is not fully reversed by oxygen supplementation. Therefore, studies on offsite organ effects of inhaled toxic gases can impact development of treatment strategies upon accidental or deliberate exposures to these agents. Here we summarize the knowledge of cardiovascular effects of common inhaled toxic gases with the intent to highlight the importance of consideration of cardiac symptoms while treating the victims.
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Affiliation(s)
- Ahmed Zaky
- Department of Anesthesiology and Perioperative Medicine, University of Alabama at Birmingham, Alabama ; Department of Medicine, Birmingham Veteran Affairs Medical Center, Birmingham, Alabama and Division of Cardiovascular Disease, University of Alabama Medical Center, Birmingham, Alabama
| | - Aftab Ahmad
- Department of Anesthesiology and Perioperative Medicine, University of Alabama at Birmingham, Alabama
| | - Louis J Dell'Italia
- Department of Medicine, Birmingham Veteran Affairs Medical Center, Birmingham, Alabama and Division of Cardiovascular Disease, University of Alabama Medical Center, Birmingham, Alabama
| | - Leila Jahromi
- Department of Anesthesiology and Perioperative Medicine, University of Alabama at Birmingham, Alabama
| | - Lee Ann Reisenberg
- Department of Anesthesiology and Perioperative Medicine, University of Alabama at Birmingham, Alabama
| | - Sadis Matalon
- Department of Anesthesiology and Perioperative Medicine, University of Alabama at Birmingham, Alabama
| | - Shama Ahmad
- Department of Anesthesiology and Perioperative Medicine, University of Alabama at Birmingham, Alabama
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Artyukhov IP, Arshukova IL, Dobretsova EA, Dugina TA, Shulmin AV, Demko IV. Epidemiology of chronic obstructive pulmonary disease: a population-based study in Krasnoyarsk region, Russia. Int J Chron Obstruct Pulmon Dis 2015; 10:1781-6. [PMID: 26366070 PMCID: PMC4562723 DOI: 10.2147/copd.s79601] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Krasnoyarsk region is a territory with the widespread risk factors for chronic obstructive pulmonary disease (COPD) such as tobacco smoke, air pollution, and occupational exposure. An assessment of COPD prevalence based on medical diagnosis statistics underestimates the true COPD prevalence. This study aims to evaluate how medical examinations may increase the accuracy of estimates of COPD prevalence. METHODS True COPD prevalence was estimated as a number of patients with the established disease diagnosis supplemented by the additional disease cases detected during medical examinations per 1,000 inhabitants of the region. Official medical statistics data and the data collected from the Global Alliance against Chronic Respiratory Diseases program 2011 among 15,000 inhabitants of the region aged 18 years and older were analyzed. RESULTS This study revealed the COPD cases without official medical diagnosis. The true prevalence of COPD is estimated to be two times higher than the prevalence estimates based on medical diagnosis statistics. CONCLUSION Undiagnosed and untreated cases of COPD result in severe COPD forms as well as addition of severe comorbidities. Because of this, there is an increase in the index of potential years of life lost. Conducting special medical examinations may increase the number of COPD cases detected at the early stages of the disease. This, in turn, may reduce the overall burden of the disease for the population of the region.
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Affiliation(s)
- Ivan P Artyukhov
- Department of Health Care Management, Krasnoyarsk State Medical University, Krasnoyarsk, Russia
| | - Irina L Arshukova
- Department of Public Health and Health Care, Krasnoyarsk State Medical University, Krasnoyarsk, Russia
| | - Elena A Dobretsova
- Department of Public Health and Health Care, Krasnoyarsk State Medical University, Krasnoyarsk, Russia
| | - Tatyana A Dugina
- Department of Public Health and Health Care, Krasnoyarsk State Medical University, Krasnoyarsk, Russia
| | - Andrey V Shulmin
- Department of Public Health and Health Care, Krasnoyarsk State Medical University, Krasnoyarsk, Russia
| | - Irina V Demko
- Department of Internal Diseases, Krasnoyarsk State Medical University, Krasnoyarsk, Russia
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Akhmat G, Zaman K, Shukui T, Abdul Malik I, Begum S, Ahmed A. A contemporary landscape of air pollution and greenhouse gas emissions leads to inevitable phenomena of low birthweight. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2014; 21:9408-9414. [PMID: 24756678 DOI: 10.1007/s11356-014-2867-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2014] [Accepted: 04/02/2014] [Indexed: 06/03/2023]
Abstract
The objective of the study is to empirically examine the air pollution, greenhouse gas (GHG) emissions and low birth weight in Pakistan through the cointegration and error correction model over a 36-year time period, i.e., between 1975 and 2012. The study employed the Johansen cointegration technique to estimate the long-run relationship between the variables, while an error correction model was used to determine the short-run dynamics of the system. The study was limited to the following variables, including carbon dioxide emissions, methane emissions, nitrous oxide emissions, GHG emissions, and low birth weight in order to manage robust data analysis. The results reveal that air pollution and GHG emissions significantly affects the low birth weight in Pakistan. In the long run, carbon dioxide emissions act as a strong contributor for low birth weight, as the coefficient value indicates there is a more elastic relationship (i.e., -1.214, p<0.000) between them, whereas in the short run, this results has been evaporated. Subsequently, in the short run, GHG emissions have a one-to-one corresponding relationship with the low birth weight in Pakistan. Nitrous oxide emissions, both in the short and long run, have a significant and less elastic relationship (i.e., -0.517 with p<0.001 and -0.335 with p<0.090). Methane emissions have no significant relationship with the low birth weight in Pakistan.
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Affiliation(s)
- Ghulam Akhmat
- College of Public Administration, Huazhong University of Science and Technology (HUST), 1037, Luoyu Road, Wuhan, People's Republic of China,
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