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Marmett B, Carvalho RB, Nunes RB, Rhoden CR. Exposure to O 3 and NO 2 in physically active adults: an evaluation of physiological parameters and health risk assessment. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2022; 44:4269-4284. [PMID: 34988724 DOI: 10.1007/s10653-021-01194-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 12/23/2021] [Indexed: 06/14/2023]
Abstract
The gaseous air pollutants ozone (O3) and nitrogen dioxide (NO2) have a large public health relevance and trigger environmental health risk. On the other hand, despite the health benefits, exercise practices might increase the susceptibility to air pollutants exposure. However, there are innumerous lifestyle factors besides physical activity habits that must be considered in the daily air pollution exposure and are still not fully comprehended. This study aimed to evaluate the effects of O3 and NO2 exposure on cardiorespiratory fitness, lipid accumulation product (LAP), and environmental health risk during the entire daily routine of physically active adults that exercise in outdoor and indoor environments. One hundred and twenty healthy young men were assigned to untrained (n = 52), indoor exercise (n = 36), and outdoor exercise (n = 32) groups, following their lifestyle exercise habits, and O3 and NO2 were assessed by personal monitoring. Exercised groups demonstrated higher healthy eating index (HEI) (p < 0.001), physical activity (PA) (p < 0.001), metabolic equivalent of task (MET) (p < 0.001), and peak oxygen uptake VO2peak (p < 0.001), while outdoor group had lower LAP index (p < 0.001) and higher O3 concentration (p = 0.0442). Environmental health risk demonstrated no difference (p > 0.05). The higher O3 concentration was positively correlated with the risk quotient (p = 0.003) and MET (p = 0.020), and a negative correlation between LAP and VO2peak was observed (p < 0.001). In conclusion, physically active individuals might have a lower risk of developing cardiovascular and metabolic diseases despite the higher O3 concentration exposure, and the exposure during exercise did not represent an additional health risk.
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Affiliation(s)
- Bruna Marmett
- Laboratory of Atmospheric Pollution, Graduate Program in Health Science, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Rua Sarmento Leite 245, Porto Alegre, RS, 90050-170, Brazil.
| | - Roseana Boek Carvalho
- Laboratory of Atmospheric Pollution, Graduate Program in Health Science, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Rua Sarmento Leite 245, Porto Alegre, RS, 90050-170, Brazil
| | - Ramiro Barcos Nunes
- Research Department-Instituto Federal de Educação, Ciência E Tecnologia Sul-Rio-Grandense, Gravataí, Brazil
| | - Cláudia Ramos Rhoden
- Laboratory of Atmospheric Pollution, Graduate Program in Health Science, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Rua Sarmento Leite 245, Porto Alegre, RS, 90050-170, Brazil
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Meng Y, Wong MS, Xing H, Zhu R, Qin K, Kwan MP, Lee KH, Kwok CYT, Li H. Effects of urban functional fragmentation on nitrogen dioxide (NO 2) variation with anthropogenic-emission restriction in China. Sci Rep 2021; 11:11908. [PMID: 34099757 PMCID: PMC8184851 DOI: 10.1038/s41598-021-91236-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Accepted: 05/18/2021] [Indexed: 02/05/2023] Open
Abstract
Urban functional fragmentation plays an important role in assessing Nitrogen Dioxide (NO2) emissions and variations. While the mediated impact of anthropogenic-emission restriction has not been comprehensively discussed, the lockdown response to the novel coronavirus disease 2019 (COVID-19) provides an unprecedented opportunity to meet this goal. This study proposes a new idea to explore the effects of urban functional fragmentation on NO2 variation with anthropogenic-emission restriction in China. First, NO2 variations are quantified by an Autoregressive Integrated Moving Average with external variables-Dynamic Time Warping (SARIMAX-DTW)-based model. Then, urban functional fragmentation indices including industrial/public Edge Density (ED) and Landscape Shape Index (LSI), urban functional Aggregation Index (AI) and Number of Patches (NP) are developed. Finally, the mediated impacts of anthropogenic-emission restriction are assessed by evaluating the fragmentation-NO2 variation association before and during the lockdown during COVID-19. The findings reveal negative effects of industrial ED, public LSI, urban functional AI and NP and positive effects of public ED and industrial LSI on NO2 variation based on the restricted anthropogenic emissions. By comparing the association analysis before and during lockdown, the mediated impact of anthropogenic-emission restriction is revealed to partially increase the effect of industrial ED, industrial LSI, public LSI, urban functional AI and NP and decrease the effect of public ED on NO2 variation. This study provides scientific findings for redesigning the urban environment in related to the urban functional configuration to mitigating the air pollution, ultimately developing sustainable societies.
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Affiliation(s)
- Yuan Meng
- Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - Man Sing Wong
- Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hung Hom, Hong Kong.
- Research Institute for Sustainable Urban Development, The Hong Kong Polytechnic University, Hung Hom, Hong Kong.
| | - Hanfa Xing
- School of Geography, South China Normal University, Guangzhou, Guangdong, China
- College of Geography and Environment, Shandong Normal University, Jinan, Shandong, China
| | - Rui Zhu
- Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - Kai Qin
- School of Environment and Spatial Informatics, China University of Mining and Technology, Xuzhou, China
| | - Mei-Po Kwan
- Department of Geography and Resource Management, and Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Sha Tin, Hong Kong
- Department of Human Geography and Spatial Planning, Utrecht University, 3584 CB, Utrecht, The Netherlands
| | - Kwon Ho Lee
- Department of Atmospheric and Environmental Sciences, Gangneung-Wonju National University, Gangneung, 25457, South Korea
| | - Coco Yin Tung Kwok
- Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - Hon Li
- Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
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Marmett B, Carvalho RB, Dorneles GP, da Silva IM, Romão PRT, Nunes RB, Rhoden CR. Air pollution inhalation during acute exercise is dependent of the body mass index and ventilation of young men. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:39019-39028. [PMID: 32642897 DOI: 10.1007/s11356-020-10019-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 07/06/2020] [Indexed: 06/11/2023]
Abstract
Obesity and physical inactivity threaten human health, and both could be solved with exercise. However, a higher amount of pollutants is inhaled during exercise. Exposure to air pollution increases the incidence and progression of diseases. Therefore, the aim of the study was to investigate the rate of pollution inhalation of lean, overweight, and obese individuals in a low and high-intensity hypothetical exercise session. Healthy sedentary men (n = 135) classified as lean, overweight, or obese were enrolled in our study. All participants performed a cardiopulmonary exercise testing (CPX) to collect ventilation rate (VE) data, which was used to predict total ventilation and pollutant inhalation of a 5-km running session. Air pollutant concentration of São Paulo City, Brazil was evaluated and the toxicological risk was estimated based on the potential intake dose. The concentrations of PM2.5 were 29.57 μg/m3 and 51.71 μg/m3, PM10 were 45.85 μg/m3 and 74 μg/m3, NO2 were 63.71 μg/m3 and 66.65 μg/m3, and O3 were 69 μg/m3 and 37 μg/m3, respectively in the summer and winter. In the hypothetical exercise session, total VE and time in both the first and second threshold were increased in the obese group (p < 0.001) (p < 0.001). The inhalation of PM2.5, PM10, NO2, and O3, during the hypothetical session, was increased in obese individuals (p < 0.001). Obese individuals should be considered a susceptible population, once they are more exposed to air pollution during exercise.
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Affiliation(s)
- Bruna Marmett
- Laboratory of Atmospheric Pollution, Graduate Program in Health Science, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Rua Sarmento Leite, 245, Porto Alegre, RS, 90050-170, Brazil.
| | - Roseana Böek Carvalho
- Laboratory of Atmospheric Pollution, Graduate Program in Health Science, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Rua Sarmento Leite, 245, Porto Alegre, RS, 90050-170, Brazil
| | - Gilson Pires Dorneles
- Laboratory of Cellular and Molecular Immunology, Graduate Program in Health Science, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
| | - Igor Martins da Silva
- Laboratory of Cellular and Molecular Immunology, Graduate Program in Health Science, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
| | - Pedro Roosevelt Torres Romão
- Laboratory of Cellular and Molecular Immunology, Graduate Program in Health Science, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
| | - Ramiro Barcos Nunes
- Research Department - Instituto Federal de Educação, Ciência e Tecnologia Sul-rio-grandense, Gravataí, Brazil
| | - Cláudia Ramos Rhoden
- Laboratory of Atmospheric Pollution, Graduate Program in Health Science, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Rua Sarmento Leite, 245, Porto Alegre, RS, 90050-170, Brazil
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Marmett B, Carvalho RB, Dorneles GP, Nunes RB, Rhoden CR. Should I stay or should I go: Can air pollution reduce the health benefits of physical exercise? Med Hypotheses 2020; 144:109993. [DOI: 10.1016/j.mehy.2020.109993] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 06/05/2020] [Accepted: 06/10/2020] [Indexed: 12/16/2022]
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