The effects of air pollution on kidneys function in Isfahan city
Subject Areas : Environmental Planning and ManagementSamaneh Mohammadsoleimani 1 , Mozhgan Ahmadi Nadoushan 2 , Mozhgan Mortazavi 3 , Firouzeh Moeinzadeh 4 , Roya Kelishadi 5
1 - Department of Environmental Sciences, Isfahan (Khorasgan) Branch, Islamic Azad University, Khorasgan, Isfahan, Iran
2 - Department of Environmental Sciences, Waste and Wastewater Research Center, Isfahan (Khorasgan) Branch, Islamic Azad University, Isfahan, Iran
3 - Isfahan kidney diseases research center, Isfahan University of medical sciences, Isfahan, Iran
4 - Isfahan kidney diseases research center, Isfahan University of medical sciences, Isfahan, Iran
5 - Child Growth and Development Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
Keywords: kidneys function, Sentinel P5, linear regression, Creatinine,
Abstract :
Ambient air pollution is recognized as one of the most serious issues around the world. Some effects of air pollution on human health is due to the penetration of pollutants into the body, which can lead to effects on the body's internal system. In order to carry out this study in Isfahan city, the spatial distribution of nitrogen dioxide, carbon monoxide, sulfur dioxide and ozone obtained from the annual average (2023) of Sentinel-P5 satellite products was obtained in terms of moles per cubic meter. The results of the pollutant density accuracy assessment were within the acceptable range of R2 > 0.366 > 0.738. Also, the level of blood creatinine and the geographical coordinates of the residence of 92 patients were also calculated and their spatial relationship with the concentration of pollutants was investigated by linear regression model. The results showed that with the increase in the concentration of each pollutant, the amount of blood creatinine also increased. The best regression model (R2 = 0.234) was obtained for carbon monoxide. The model made for ozone also showed a very low value of detection coefficient equal to (0.023). Based on the results, it seems that the increase in the concentration of these pollutants has caused an increase in blood pressure and stimulation of the renin-angiotensin-aldosterone system, which can lead to kidney dysfunction and an increase in the level of creatine in the blood.
Ahn, H., Lee, J., & Hong, A. (2022). Urban Form And Air Pollution: Clustering Patterns of Urban form Factors Related to Particulate Matter in Seoul, Korea. Sustainable Cities and Society, 81, 103859.
Almetwally, A. A., Bin-Jumah, M., & Allam, A. A. (2020). Ambient Air Pollution and Its Influence on Human Health and Welfare: an Overview. Environmental Science and Pollution Research, 27, 24815-24830.
Ayoobi, A. W., Ahmadi, H., Inceoglu, M., & Pekkan, E. (2022). Seasonal Impacts of Buildings’ Energy Consumption on the Variation and Spatial Distribution of Air Pollutant over Kabul City: Application of Sentinel—5P TROPOMI Products. Air Quality, Atmosphere & Health, 15(1), 73-83.
Bowe, B., Xie, Y., Yan, Y., Xian, H., & Al-Aly, Z. (2020). Diabetes Minimally Mediated the Association Between PM2. 5 Air Pollution and Kidney Outcomes. Scientific Reports, 10(1), 4586.
Brück, K., Stel, V. S., Gambaro, G., Hallan, S., Völzke, H., Ärnlöv, J., Kastarinen, M., Guessous, I., Vinhas, J., Stengel, B., & Brenner, H. (2016). CKD Prevalence Varies Across the European General Population. Journal of The American Society of Nephrology, 27(7), 2135-2147.
Charles, C., & Ferris, A. H. (2020). Chronic Kidney Disease. Primary Care: Clinics in Office Practice, 47(4), 585-595.
Chen, Y., Cao, F., Xiao, J. P., Fang, X. Y., Wang, X. R., Ding, L. H., & Pan, H. F. (2021). Emerging Role of Air Pollution in Chronic Kidney Disease. Environmental Science and Pollution Research, 28(38), 52610-52624.
Chicco, D., Warrens, M. J., & Jurman, G. (2021). The Coefficient of Determination R-Squared Is More Informative than SMAPE, MAE, MAPE, MSE and RMSE in Regression Analysis Evaluation. Peerj Computer Science, 7, E623.
Daraei, H., Toolabian, K., Kazempour, M., & Javanbakht, M. (2020). The Role of the Environment and Its Pollution in the Prevalence of COVID-19. Journal of Infection, 81(2), E168-E169.
Diener, A., & Mudu, P. (2021). How Can Vegetation Protect Us from Air Pollution? a Critical Review on Green Spaces' Mitigation Abilities for Air-Borne Particles from a Public Health Perspective-With Implications for Urban Planning. Science of the Total Environment, 796, 148605.
Ghasempour, F., Sekertekin, A., & Kutoglu, S. H. (2021). Google Earth Engine based Spatio-Temporal Analysis of Air Pollutants before and During the First Wave COVID-19 Outbreak over Turkey Via Remote Sensing. Journal of Cleaner Production, 319, 128599.
Guo, H., Chang, Z., Wu, J., & Li, W. (2019). Air Pollution and Lung Cancer Incidence in China: Who Are Faced With a Greater Effect?. Environment International, 132, 105077.
Hajizadeh, Y., Jafari, N., Fanaei, F., Ghanbari, R., Mohammadi, A., Behnami, A., ... & Abdolahnejad, A. (2021). Spatial Patterns and Temporal Variations of Traffic-Related Air Pollutants and Estimating Its Health Effects in Isfahan City, Iran. Journal of Environmental Health Science and Engineering, 19, 781-791.
Hsu, S., Bi, J., & De Boer, I. H. (2023). Invited Perspective: Still Hazy? Air Pollution and Acute Kidney Injury. Environmental Health Perspectives, 131(4), 041302.
Jeong, S.-M., Park, J.-H., Kim, H.-J., Kwon, H., & Hwang, S. E. (2020). Effects of Abdominal Obesity on the Association between Air Pollution and Kidney Function. International Journal of Obesity, 44(7), 1568-1576.
Kang, J., Zhang, B., Zhang, J., & Dang, A. (2023). Quantifying the Effects of Different Containment Policies on Urban NO2 Decline: Evidence from Remote Sensing and Ground-Station Data. Remote Sensing, 15(4), 1068.
Kaplan, G., Avdan, Z. Y., & Avdan, U. (2019). Spaceborne Nitrogen Dioxide Observations from the Sentinel-5P TROPOMI over Turkey. in International Electronic Conference on Remote Sensing (P. 4). MDPI.
Lee, W., Wu, X., Heo, S., Kim, J. M., Fong, K. C., Son, J. Y., ... & Bell, M. L. (2023). Air Pollution and Acute Kidney Injury in the US Medicare Population: A Longitudinal Cohort Study. Environmental Health Perspectives, 131(4), 047008.
Liang, Z., Wang, W., Wang, Y., Ma, L., Liang, C., Li, P., ... & Zhang, L. (2021). Urbanization, Ambient Air Pollution, And Prevalence of Chronic Kidney Disease: A Nationwide Cross-Sectional Study. Environment International, 156, 106752.
Mahpour, A., & El-Diraby, T. (2021). Incorporating Climate Change in Pavement Maintenance Policies: Application to Temperature Rise in the Isfahan County, Iran. Sustainable Cities and Society, 71, 102960.
Mckinley, J., Mueller, U., Atkinson, P., Ofterdinger, U., Cox, S., Doherty, R., ... & Pawlowsky-Glahn, V. (2021, June). Exploring the Effects of Environmental Toxins from Air Pollution on Chronic Kidney Disease. in Geoenv2020.
Paoin, K., Ueda, K., Vathesatogkit, P., Ingviya, T., Buya, S., Dejchanchaiwong, R., ... & Tekasakul, P. (2022). Long-Term Air Pollution Exposure and Decreased Kidney Function: A Longitudinal Cohort Study in Bangkok Metropolitan Region, Thailand from 2002 To 2012. Chemosphere, 287, 132117.
Pathakoti M., Muppalla A., Hazra S., Dangeti M., Shekhar R., Jella S., Mullapudi S.S., Andugulapati P., Vijayasundaram U. (2020). An assessment of the impact of a nation-wide lockdown on air pollution – a remote sensing perspective over India. Atmos. Chem. Phys. doi: 10.5194/acp-2020-621.
Pourmohammadi, S., Lotfi, A., & Alranaee, M. (2022). Investigating the Effects of Land Changes on Some Pollutants in the Mahshahr Industrial Zone Using Remote Sensing and Analysis of Variance (ANOVA) Images. Geography and Environmental Planning, 33(4), 79-96. Doi: 10.22108/Gep.2022.133195.1510. [In Persian]
Shahne, M. Z., Noori, A., & Attar, M. A. (2023). Investigation of Air Pollution During COVID-19 Pandemic Using Satellite and on-Site Measurment Data in Six Provinces in Iran. available at Research Square [https://doi.org/10.21203/rs.3.rs-2692377/v1] [In Persian]
Shogrkhodaei, Z., Fathnia, A., & Razavi Termeh, V. (2022). Relationship between Covid-19 and Changes in Air Pollutants Using Satellite Imagery (Case Study: Tehran, Isfahan and Mashhad Metropolises). Journal of Spatial Analysis Environmental Hazards, 9 (1): 21-40. [In Persian]
Razavi Termeh, V. (2022). Relationship between Covid-19 and Changes in Air Pollutants Using Satellite Imagery (Case Study: Tehran, Isfahan and Mashhad Metropolises). Journal of Spatial Analysis Environmental Hazarts, 9(1), 21-40.
Shubham, S., Kumar, M., Sarma, D. K., Kumawat, M., Verma, V., Samartha, R., & Tiwari, R. (2022). Role of Air Pollution in Chronic Kidney Disease: An Update on Evidence, Mechanisms and Mitigation Strategies. International Archives of Occupationaland Environmental Health, 95(5), 897-908.
Tran, V. V., Park, D., & Lee, Y.-C. (2020). Indoor Air Pollution, Related Human Diseases, and Recent Trends in the Control and Improvement of Indoor Air Quality. International Journal of Environmental Research and Public Health, 17(8), 2927.
Wei, J., Li, Z., Lyapustin, A., Sun, L., Peng, Y., Xue, W., ... & Cribb, M. (2021). Reconstructing 1-Km-Resolution High-Quality PM2. 5 Data Records From 2000 to 2018 in China: Spatiotemporal Variations and Policy Implications. Remote Sensing of Environment, 252, 112136.
Zaporozhets, A. O., & Khaidurov, V. V. (2020). Mathematical Models of Inverse Problems for Finding the Main Characteristics of Air Pollution Sources. Water, Air, & Soil Pollution, 231(12), 563.