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Muszyński P, Pawluczuk E, Januszko T, Kruszyńska J, Duzinkiewicz M, Kurasz A, Bonda TA, Tomaszuk-Kazberuk A, Dobrzycki S, Kożuch M. Exploring the Relationship between Acute Coronary Syndrome, Lower Respiratory Tract Infections, and Atmospheric Pollution. J Clin Med 2024; 13:5037. [PMID: 39274250 PMCID: PMC11396614 DOI: 10.3390/jcm13175037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 08/20/2024] [Accepted: 08/23/2024] [Indexed: 09/16/2024] Open
Abstract
Background: Respiratory infections were found to be connected with the incidence of acute coronary syndrome (ACS). The proposed pathway of this connection includes inflammation, oxidative stress, pro-coagulation, and atherosclerotic plaque destabilization. This can cause rapture and thrombus formation, leading to ACS. Our study aimed to assess the risk factors for coronary artery thrombosis as a manifestation of ACS and for lower respiratory tract infections (LRTIs) in patients with ACS. Methods: The study included 876 patients with ACS from January 2014 to December 2018. Both the clinical data and air pollution data were analyzed. Statistical tests used for analysis included Student's t-test, the Mann-Whitney U-test, the Chi-squared test, and the odds ratio Altman calculation. Results: LRTIs were found in 9.13% patients with ACS. The patients with LRTI had a higher risk of coronary artery thrombosis (OR: 2.4903; CI: 1.3483 to 4.5996). Moreover, they had increased values of inflammatory markers, were older, had a lower BMI, and a higher rate of atrial fibrillation. The average atmospheric aerosols with a maximum diameter of 2.5 μm (PM2.5 concentration) from three consecutive days before hospitalization for ACS were higher in patients with LRTI. Conclusions: The occurrence of coronary artery thrombosis was higher among the patients with LRTI during ACS. PM2.5 exposition was higher in the three consecutive days before hospitalization in patients with LRTI during ACS.
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Affiliation(s)
- Paweł Muszyński
- Department of Invasive Cardiology, Medical University of Bialystok, M. Skłodowskiej-Curie 24A, 15-276 Bialystok, Poland
- Department of General and Experimental Pathology, Medical University of Bialystok, Mickiewicza 2C, 15-230 Bialystok, Poland
- Department of Cardiology, Lipidology and Internal Diseases, Medical University of Bialystok, Żurawia 14, 15-569 Bialystok, Poland
| | - Elżbieta Pawluczuk
- Department of General and Experimental Pathology, Medical University of Bialystok, Mickiewicza 2C, 15-230 Bialystok, Poland
| | - Tomasz Januszko
- Department of Invasive Cardiology, Medical University of Bialystok, M. Skłodowskiej-Curie 24A, 15-276 Bialystok, Poland
| | - Joanna Kruszyńska
- Department of Invasive Cardiology, Medical University of Bialystok, M. Skłodowskiej-Curie 24A, 15-276 Bialystok, Poland
| | - Małgorzata Duzinkiewicz
- Department of Invasive Cardiology, Medical University of Bialystok, M. Skłodowskiej-Curie 24A, 15-276 Bialystok, Poland
| | - Anna Kurasz
- Department of Invasive Cardiology, Medical University of Bialystok, M. Skłodowskiej-Curie 24A, 15-276 Bialystok, Poland
| | - Tomasz A Bonda
- Department of General and Experimental Pathology, Medical University of Bialystok, Mickiewicza 2C, 15-230 Bialystok, Poland
| | - Anna Tomaszuk-Kazberuk
- Department of Cardiology, Lipidology and Internal Diseases, Medical University of Bialystok, Żurawia 14, 15-569 Bialystok, Poland
| | - Sławomir Dobrzycki
- Department of Invasive Cardiology, Medical University of Bialystok, M. Skłodowskiej-Curie 24A, 15-276 Bialystok, Poland
| | - Marcin Kożuch
- Department of Invasive Cardiology, Medical University of Bialystok, M. Skłodowskiej-Curie 24A, 15-276 Bialystok, Poland
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Meraz-Cruz N, Manzano-León N, Sandoval-Colin DE, García de León Méndez MDC, Quintana-Belmares R, Tapia LS, Osornio-Vargas AR, Buxton MA, O’Neill MS, Vadillo-Ortega F. Effects of PM 10 Airborne Particles from Different Regions of a Megacity on In Vitro Secretion of Cytokines by a Monocyte Line during Different Seasons. TOXICS 2024; 12:149. [PMID: 38393244 PMCID: PMC10892217 DOI: 10.3390/toxics12020149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Revised: 01/30/2024] [Accepted: 02/01/2024] [Indexed: 02/25/2024]
Abstract
Several epidemiological studies have demonstrated that particulate matter (PM) in air pollution can be involved in the genesis or aggravation of different cardiovascular, respiratory, perinatal, and cancer diseases. This study assessed the in vitro effects of PM10 on the secretion of cytokines by a human monocytic cell line (THP-1). We compared the chemotactic, pro-inflammatory, and anti-inflammatory cytokines induced by PM10 collected for two years during three different seasons in five different Mexico City locations. MIP-1α, IP-10, MCP-1, TNF-α, and VEGF were the main secretion products after stimulation with 80 μg/mL of PM10 for 24 h. The THP-1 cells showed a differential response to PM10 obtained in the different sites of Mexico City. The PM10 from the north and the central city areas induced a higher pro-inflammatory cytokine response than those from the south. Seasonal pro-inflammatory cytokine secretion always exceeded anti-inflammatory secretion. The rainy-season-derived particles caused the lowest pro-inflammatory effects. We concluded that toxicological assessment of airborne particles provides evidence supporting their potential role in the chronic exacerbation of local or systemic inflammatory responses that may worsen the evolution of some chronic diseases.
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Affiliation(s)
- Noemi Meraz-Cruz
- Unidad de Vinculación Científica de la Facultad de Medicina, UNAM en el Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico; (N.M.-C.); (D.E.S.-C.); (M.d.C.G.d.L.M.)
| | - Natalia Manzano-León
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología, Mexico City 14080, Mexico; (N.M.-L.); (R.Q.-B.); (L.S.T.)
| | - Daniel Eduardo Sandoval-Colin
- Unidad de Vinculación Científica de la Facultad de Medicina, UNAM en el Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico; (N.M.-C.); (D.E.S.-C.); (M.d.C.G.d.L.M.)
| | - María del Carmen García de León Méndez
- Unidad de Vinculación Científica de la Facultad de Medicina, UNAM en el Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico; (N.M.-C.); (D.E.S.-C.); (M.d.C.G.d.L.M.)
| | - Raúl Quintana-Belmares
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología, Mexico City 14080, Mexico; (N.M.-L.); (R.Q.-B.); (L.S.T.)
| | - Laura Sevilla Tapia
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología, Mexico City 14080, Mexico; (N.M.-L.); (R.Q.-B.); (L.S.T.)
| | - Alvaro R. Osornio-Vargas
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 1C9, Canada;
| | - Miatta A. Buxton
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA; (M.A.B.); (M.S.O.)
| | - Marie S. O’Neill
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA; (M.A.B.); (M.S.O.)
- Department of Environmental Sciences, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
| | - Felipe Vadillo-Ortega
- Unidad de Vinculación Científica de la Facultad de Medicina, UNAM en el Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico; (N.M.-C.); (D.E.S.-C.); (M.d.C.G.d.L.M.)
- Department of Environmental Sciences, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
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Levesque T, Koning R, Gillibert A, Hohweyer J, Bonnet P, Lesault PF, Motreff P, Eltchaninoff H, Rangé G, Durand E. Impact of the Lubrizol factory fire in Rouen on coronary events: A retrospective study from the France PCI registry. Arch Cardiovasc Dis 2022; 115:467-475. [PMID: 35872078 DOI: 10.1016/j.acvd.2022.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 05/12/2022] [Accepted: 05/17/2022] [Indexed: 11/02/2022]
Abstract
BACKGROUND On 26 September 2019, an industrial fire occurred in the Lubrizol factory in Rouen (France), exposing the population to the inhalation of many volatile toxic agents secondary to combustion. AIM To assess the impact of the Lubrizol factory fire on the incidence of coronary artery events. METHODS All coronary angiograms performed in Rouen (exposed) and Le Havre (unexposed) from May 2019 to December 2019 were extracted from the prospective France Percutaneous Coronary Intervention (France PCI) registry. To study the impact of the fire on coronary events, an interrupted time series analysis was performed in Rouen, with adjustment on Le Havre in an autoregressive moving average (ARMA)(1,1) model with the precision of 1 week. The primary outcome was the incidence of acute coronary syndrome, and the secondary outcome was the incidence of ST-segment elevation myocardial infarction. RESULTS The mean number of acute coronary syndromes per week in the exposed zone (Rouen) increased non-significantly from 37.5±9.4 before the fire to 43.2±6.2 after the fire, for an estimated effect of +5.5 (95% confidence interval -0.7 to 11.8; P=0.09) events per week. In municipalities exposed to the plume of smoke (subgroup of Rouen), the mean number of acute coronary syndromes increased non-significantly from 7.3±2.8 before the fire to 8.7±3.6 after the fire, for an estimated effect of +1.0 (95% confidence interval -2.0 to 4.0; P=0.51) events per week. The results were similar when taking into account only ST-segment elevation myocardial infarctions or all coronary events. CONCLUSIONS Our study did not find a significant effect of the Lubrizol factory fire on the incidence of acute coronary syndrome. Further studies are needed to investigate the impact of industrial accidents on air pollution and coronary events.
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Affiliation(s)
- Thomas Levesque
- U1096, Department of Cardiology, FHU CARNAVAL, CHU de Rouen, Normandie University UNIROUEN, 76000 Rouen, France
| | - René Koning
- Department of Cardiology, Clinique Saint-Hilaire, 76031 Rouen, France
| | - André Gillibert
- U1096, Department of Biostatistics, FHU CARNAVAL, CHU de Rouen, Normandie University UNIROUEN, 76000 Rouen, France
| | - Jeanne Hohweyer
- Department of Cardiology, Clinique Saint-Hilaire, 76031 Rouen, France
| | - Philippe Bonnet
- Department of Cardiology, Groupe Hospitalier du Havre, 76600 Le Havre, France
| | | | - Pascal Motreff
- Department of Cardiology, Clermont-Ferrand University Hospital, 63000 Clermont-Ferrand, France
| | - Hélène Eltchaninoff
- U1096, Department of Cardiology, FHU CARNAVAL, CHU de Rouen, Normandie University UNIROUEN, 76000 Rouen, France
| | - Gregoire Rangé
- Department of Cardiology, Les Hôpitaux de Chartres, 28630 Le Coudray, France
| | - Eric Durand
- U1096, Department of Cardiology, FHU CARNAVAL, CHU de Rouen, Normandie University UNIROUEN, 76000 Rouen, France.
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Sivakumar B, Kurian GA. PM 2.5 Exposure Lowers Mitochondrial Endurance During Cardiac Recovery in a Rat Model of Myocardial Infarction. Cardiovasc Toxicol 2022; 22:545-557. [PMID: 35404004 DOI: 10.1007/s12012-022-09737-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 03/25/2022] [Indexed: 11/28/2022]
Abstract
Many studies have reported the negative effect of PM2.5 exposure on heart function which is likely to impair postcardiac surgery rehabilitation that is involved in recovery and wound healing, yet the direct effects of PM2.5 from diesel exhaust (DPM) on cardiac recovery is unknown. To study the impact of DPM on cardiac recovery and repair, we utilized isoproterenol induced myocardial infarction (MI) model where female rats were exposed to DPM prior and after MI induction. The experimental groups comprise of normal, ISO control, DPM control (42 days of exposure), DPM exposed prior (21 days) and after (21 days) MI induction (D + I + D) and DPM exposed (21 days) after MI (I + D). Post-MI rat hearts from D + I + D group exhibited higher fibrosis, elevated cardiac injury and altered electrophysiology, where this pathology was also observed in I + D group animals which was mild. Loss of mitochondrial quality was evident in DPM exposed animals with and without MI, where severe mitochondrial damage persisted in D + I + D group. In addition, these animals showed striking decline in ETC enzyme activity, ATP levels, mitochondrial copy number and down regulation of PGC1-α, TFAM and POLG along with the genes involved in mitophagy and mitofusion. Besides, the MI associated inactivation of cardio protective signalling pathways like PI3K and Akt were persistent in D + I + D group. In fact, I + D group animals also showed a similar pattern of change, but in a mild form. Taken together, exposure to PM2.5 increases the risk, frequency or progression of MI by impairing the recovery potential of the myocardium.
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Affiliation(s)
- Bhavana Sivakumar
- Vascular Biology Laboratory, School of Chemical and Biotechnology, SASTRA Deemed University, Thanjavur, India
| | - Gino A Kurian
- Vascular Biology Laboratory, School of Chemical and Biotechnology, SASTRA Deemed University, Thanjavur, India. .,School of Chemical and Biotechnology, SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, 613401, India.
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Particulate Matter-Induced Acute Coronary Syndrome: MicroRNAs as Microregulators for Inflammatory Factors. Mediators Inflamm 2021; 2021:6609143. [PMID: 34931116 PMCID: PMC8684514 DOI: 10.1155/2021/6609143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 11/18/2021] [Indexed: 12/03/2022] Open
Abstract
The most prevalent cause of mortality and morbidity worldwide is acute coronary syndrome (ACS) and its consequences. Exposure to particulate matter (PM) from air pollution has been shown to impair both. Various plausible pathogenic mechanisms have been identified, including microRNAs (miRNAs), an epigenetic regulator for gene expression. Endogenous miRNAs, average 22-nucleotide RNAs (ribonucleic acid), regulate gene expression through mRNA cleavage or translation repression and can influence proinflammatory gene expression posttranscriptionally. However, little is known about miRNA responses to fine PM (PM2.5, PM10, ultrafine particles, black carbon, and polycyclic aromatic hydrocarbon) from air pollution and their potential contribution to cardiovascular consequences, including systemic inflammation regulation. For the past decades, microRNAs (miRNAs) have emerged as novel, prospective diagnostic and prognostic biomarkers in various illnesses, including ACS. We wanted to outline some of the most important studies in the field and address the possible utility of miRNAs in regulating particulate matter-induced ACS (PMIA) on inflammatory factors in this review.
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Aoyagi T, Chiba Y, Kitaoka H. Association between acute coronary syndrome onset risk and climate change. ARCHIVES OF ENVIRONMENTAL & OCCUPATIONAL HEALTH 2021; 77:779-788. [PMID: 34907855 DOI: 10.1080/19338244.2021.2016567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
This study aimed to clarify the association between the onset of acute coronary syndrome (ACS) and weather conditions in summer and winter in the same region. At a general hospital inJapan, weather conditions during the onset of 2,381 cases diagnosed with ACS over 25 years were analyzed using a generalized additive model adopting log-quasi-Poisson distribution as the link function, with "the occurrence of ACS" as the dependent variable and "weather data" as the independent variable. In conclusion, we found that ACS occurred at about the same frequency in winter and summer, and the season did not affect the onset. The onset rate decreased 0.960-fold per 1 °C increase in the minimum temperature one day before the day of onset and decreased 0.987-fold per 1 hPa increase in the mean station pressure of the previous day.
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Affiliation(s)
- Tomokazu Aoyagi
- General Internal Medicine Nurse Practitioner, Mito Saiseikai General Hospital, Mito City, Ibaraki Prefecture, Japan
| | - Yoshiro Chiba
- Department of Cardiology, Mito Saiseikai General Hospital, Mito City, Ibaraki Prefecture, Japan
| | - Hiroaki Kitaoka
- Department of Cardiology and Geriatrics, Kochi Medical School, Nankoku, Kochi, Japan
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Kuźma Ł, Wańha W, Kralisz P, Kazmierski M, Bachórzewska-Gajewska H, Wojakowski W, Dobrzycki S. Impact of short-term air pollution exposure on acute coronary syndrome in two cohorts of industrial and non-industrial areas: A time series regression with 6,000,000 person-years of follow-up (ACS - Air Pollution Study). ENVIRONMENTAL RESEARCH 2021; 197:111154. [PMID: 33872649 DOI: 10.1016/j.envres.2021.111154] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 04/01/2021] [Accepted: 04/07/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND There is a lack of studies directly comparing the effect of air pollution on acute coronary syndrome (ACS) occurrence in industrial and non-industrial areas. OBJECTIVES A comparison of association of air pollution exposure with ACS in two cohorts of industrially different areas. MATERIALS AND METHODS The study covered 6,000,000 person-years of follow-up and five pollutants between 2008 and 2017. A time series regression analysis with 7-lag was used to assess the effects air pollution on ACS. RESULTS A total of 9046 patients with ACS were included in the analysis, of whom 3895 (43.06%) had ST-elevation myocardial infarction (STEMI) - 45.39% from non-industrial area, and 42.37% from industrial area; and 5151 (56.94%) had non-ST-elevation myocardial infarction (NSTEMI) - 54.61% from non-industrial area and 57.63% from industrial area. The daily concentrations of PM2.5, PM10, NO2, SO2, CO were higher in industrial than in non-industrial area (P < 0.001). In non-industrial area, an increase of 10 μg/m3 of NO2 concentration (Odds Ratio (OR) = 1.126, 95%CI = 1.009-1.257; P = 0.034, lag-0) and an increase of 1 mg/m3 in CO concentration (RR = 1.055, 95%CI = 1.010-1.103; P = 0.017, lag-0) were associated with an increase in the number of hospitalization due to NSTEMI (for industrial area increase of 10 μg/m3 in NO2 (OR = 1.062, 95%CI = 1.020-1.094; P = 0.005, lag-0), SO2 (OR = 1.061, 95%CI = 1.010-1.116; P = 0.018, lag-4), PM10 (OR = 1.010, 95%CI = 1.001-1.030; P = 0.047, lag-6). In STEMI patients in industrial area, an increased hospitalization was found to be associated with an increase of 10 μg/m3 in SO2 (OR = 1.094, 95%CI = 1.030-1.162; P = 0.002, lag-1), PM2.5 (OR = 1.041, 95%CI = 1.020-1.073; P < 0.001, lag-1), PM10 (OR = 1.030, 95%CI = 1.010-1.051; P < 0.001, lag-1). No effects of air pollution on the number of hospitalization due to STEMI were noted from non-industrial area. CONCLUSION The risk of air pollution-related ACS was higher in industrial over non-industrial area. The effect of NO2 on the incidence of NSTEMI was observed in both areas. In industrial area, the effect of PMs and SO2 on NSTEMI and STEMI were also observed. A clinical effect was more delayed in time in patients with NSTEMI, especially after exposure to PM10. Chronic exposure to air pollution may underlie the differences in the short-term effect between particulate air pollution impact on the incidence of STEMI.
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Affiliation(s)
- Łukasz Kuźma
- Department of Invasive Cardiology, Medical University of Bialystok, 24A M. Skłodowskiej-Curie St., 15-276, Białystok, Poland.
| | - Wojciech Wańha
- Department of Cardiology and Structural Heart Diseases, Medical University of Silesia, 45/47 Ziolowa St., 40-635, Katowice, Poland
| | - Paweł Kralisz
- Department of Invasive Cardiology, Medical University of Bialystok, 24A M. Skłodowskiej-Curie St., 15-276, Białystok, Poland
| | - Maciej Kazmierski
- Department of Cardiology and Structural Heart Diseases, Medical University of Silesia, 45/47 Ziolowa St., 40-635, Katowice, Poland
| | - Hanna Bachórzewska-Gajewska
- Department of Invasive Cardiology, Medical University of Bialystok, 24A M. Skłodowskiej-Curie St., 15-276, Białystok, Poland
| | - Wojciech Wojakowski
- Department of Cardiology and Structural Heart Diseases, Medical University of Silesia, 45/47 Ziolowa St., 40-635, Katowice, Poland
| | - Sławomir Dobrzycki
- Department of Invasive Cardiology, Medical University of Bialystok, 24A M. Skłodowskiej-Curie St., 15-276, Białystok, Poland
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Pant G, Garlapati D, Gaur A, Hossain K, Singh SV, Gupta AK. Air quality assessment among populous sites of major metropolitan cities in India during COVID-19 pandemic confinement. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:44629-44636. [PMID: 33040289 PMCID: PMC7547912 DOI: 10.1007/s11356-020-11061-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 09/29/2020] [Indexed: 05/21/2023]
Abstract
The present study aims to determine the impact of COVID-19 pandemic confinement on air quality among populous sites of four major metropolitan cities in India (Delhi, Mumbai, Kolkata, and Chennai) from January 1, 2020 to May 31, 2020 by analyzing particulate matter (PM2.5 and PM10), nitrogen dioxide (NO2), ammonia (NH3), sulfur dioxide (SO2), carbon monoxide (CO), and ozone levels. The most prominent pollutant concerning air quality index (AQI) was determined by Pearson's correlation analysis and unpaired Welch's two-sample t test was carried out to measure the statistically significant reduction in average AQI for all the four sites. AQI significantly plummeted by 44%, 59%, 59%, and 6% in ITO-Delhi, Worli-Mumbai, Jadavpur-Kolkata, and Manali Village-Chennai respectively. The findings conclude a significant improvement in air quality with respect to reduction of 49-73%, 17-63%, 30-74%, and 15-58% in the mean concentration of PM2.5, PM10, NH3, and SO2 respectively during the confinement for the studied locations. The p values for all of the four studied locations were found significantly less than the 5% level of significance for Welch's t test analysis. In addition, reduced AQI values were highly correlated with prominent pollutants (PM2.5 and PM10) during Pearson's correlation analysis. These positive results due to pandemic imprisonment might aid to alter the current policies and strategies of pollution control for a safe and sustainable environment. Graphical abstract.
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Affiliation(s)
- Gaurav Pant
- Department of Biotechnology, Institute of Applied Sciences & Humanities, G.L.A. University, Mathura, Uttar Pradesh, India.
| | - Deviram Garlapati
- National Centre for Coastal Research, Ministry of Earth Sciences (MoES), Govt. of India, Chennai, India
| | - Ashish Gaur
- Department of Biotechnology, Institute of Applied Sciences & Humanities, G.L.A. University, Mathura, Uttar Pradesh, India
| | - Kaizar Hossain
- Department of Environmental Science, Asutosh College (Estd. - 1916), Kolkata, West Bengal, India
| | - Shoor Vir Singh
- Department of Biotechnology, Institute of Applied Sciences & Humanities, G.L.A. University, Mathura, Uttar Pradesh, India
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