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Hajmohammadi H, Talaei M, Fecht D, Wang W, Vivaldi G, Faustini SE, Richter AG, Shaheen SO, Martineau AR, Sheikh A, Mudway IS, Griffiths CJ. Long-term air pollution exposure and risk of SARS-CoV-2 infection: A UK-wide cohort study. Respir Med 2024; 224:107567. [PMID: 38423343 DOI: 10.1016/j.rmed.2024.107567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 02/14/2024] [Accepted: 02/15/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND The association between air quality and risk of SARS-CoV-2 infection is poorly understood. We investigated this association using serological individual-level data adjusting for a wide range of confounders, in a large population-based cohort (COVIDENCE UK). METHODS We assessed the associations between long-term (2015-19) nitrogen dioxide (NO2) and fine particulate matter with an aerodynamic diameter of ≤2.5 μm (PM2.5), exposures with SARS-CoV-2 infection, level of antibody response among those infected, and COVID-19 disease severity. We used serological data from 10,489 participants in the COVIDENCE UK cohort, and estimated annual average air pollution exposure at each participant's home postcode. RESULTS After controlling for potential confounders, we found a positive association between 5-year NO2 and PM2.5 exposures and the risk of seropositivity: 10 unit increase in NO2 (μg/m3) was associated with an increasing risk of seropositivity by 1.092 (95% CI 1.02 to 1.17; p-for-trend 0.012). For PM2.5, 10 unit increase (μg/m3) was associated with an increasing risk of seropositivity by 1.65 (95% CI 1.015-2.68; p-for-trend 0·049). In addition, we found that NO2 was positively associated with higher antibody titres (p-for-trend 0·013) among seropositive participants, with no evidence of an association for PM2.5. CONCLUSION Our findings suggest that the long-term burden of air pollution increased the risks of SARS-CoV-2 infection and has important implications for future pandemic preparedness. This evidence strengthens the case for reducing long-term air pollution exposures to reduce the vulnerability of individuals to respiratory viruses.
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Affiliation(s)
- Hajar Hajmohammadi
- Asthma UK Centre for Applied Research, Centre for Primary Care, Wolfson Institute of Population Health, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK.
| | - Mohammad Talaei
- Centre for Prevention, Detection and Diagnosis, Wolfson Institute of Population Health, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Daniela Fecht
- MRC Centre for Environment and Health, School of Public Heath, Imperial College London, London, UK; NIHR Health Protection Research Unit in Chemical and Radiation Threats and Hazards, Imperial College London, London, UK
| | - Weiyi Wang
- MRC Centre for Environment and Health, School of Public Heath, Imperial College London, London, UK; NIHR Health Protection Research Unit in Chemical and Radiation Threats and Hazards, Imperial College London, London, UK
| | - Giulia Vivaldi
- Centre for Immunobiology, Blizard Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, UK
| | - Sian E Faustini
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Alex G Richter
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Seif O Shaheen
- Centre for Prevention, Detection and Diagnosis, Wolfson Institute of Population Health, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Adrian R Martineau
- Centre for Immunobiology, Blizard Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, UK
| | - Aziz Sheikh
- Asthma UK Centre for Applied Research, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Ian S Mudway
- MRC Centre for Environment and Health, School of Public Heath, Imperial College London, London, UK; NIHR Health Protection Research Unit in Chemical and Radiation Threats and Hazards, Imperial College London, London, UK; NIHR Health Protection Research Unit in Environmental Exposures and Health, Imperial College London, London, UK
| | - Christopher J Griffiths
- Asthma UK Centre for Applied Research, Centre for Primary Care, Wolfson Institute of Population Health, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
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De Simoni A, Hajmohammadi H, Pfeffer P, Cole J, Griffiths C, Hull SA. Reducing short-acting beta-agonist overprescribing in asthma: lessons from a quality-improvement prescribing project in East London. Br J Gen Pract 2022; 72:BJGP.2021.0725. [PMID: 35995577 PMCID: PMC9423045 DOI: 10.3399/bjgp.2021.0725] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 03/25/2022] [Indexed: 10/31/2022] Open
Abstract
BACKGROUND Excess prescription and use of short-acting beta-agonist (SABA) inhalers is associated with poor asthma control and increased risk of hospital admission. AIM To quantify the prevalence and identify the predictors of SABA overprescribing. DESIGN AND SETTING A cross-sectional study using anonymised clinical and prescribing data from the primary care records in three contiguous East London boroughs. METHOD Primary care medical record data for patients aged 5-80 years, with 'active' asthma were extracted in February 2020. Explanatory variables included demography, asthma management, comorbidities, and prescriptions for asthma medications. RESULTS In the study population of 30 694 people with asthma, >25% (1995/7980), were prescribed ≥6 SABA inhalers in the previous year. A 10-fold variation between practices (<6% to 60%) was observed in the proportion of patients on ≥6 SABA inhalers/year. By converting both SABAs and inhaled corticosteroids (ICSs) to standard units the accuracy of comparisons was improved across different preparations. In total, >25% of those taking ≥6 SABAs/year were underusing ICSs, this rose to >80% (18 170/22 713), for those prescribed <6 SABAs/year. Prescription modality was a strong predictor of SABA overprescribing, with repeat dispensing strongly linked to SABA overprescribing (odds ratio 6.52, 95% confidence interval = 4.64 to 9.41). Increasing severity of asthma and multimorbidity were also independent predictors of SABA overprescribing. CONCLUSION In this multi-ethnic population a fifth of practices demonstrate an overprescribing rate of <20% a year. Based on previous data, supporting practices to enable the SABA ≥12 group to reduce to 4-12 a year could potentially save up to 70% of asthma admissions a year within that group.
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Affiliation(s)
- Anna De Simoni
- Wolfson Institute of Population Health, Queen Mary University of London, London
| | - Hajar Hajmohammadi
- Wolfson Institute of Population Health, Queen Mary University of London, London
| | - Paul Pfeffer
- Wolfson Institute of Population Health, Queen Mary University of London, London and Department of Respiratory Medicine, Barts Health NHS Trust, London
| | - Jim Cole
- Wolfson Institute of Population Health, Queen Mary University of London, London
| | - Chris Griffiths
- Wolfson Institute of Population Health, Queen Mary University of London, London
| | - Sally A Hull
- Wolfson Institute of Population Health, Queen Mary University of London, London
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Salehi H, Karde V, Hajmohammadi H, Dissanayake S, Larsson SH, Heng JYY, Bradley M. Understanding flow properties of mannitol powder at a range of temperature and humidity. Int J Pharm 2021; 596:120244. [PMID: 33484920 DOI: 10.1016/j.ijpharm.2021.120244] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 12/28/2020] [Accepted: 12/29/2020] [Indexed: 11/18/2022]
Abstract
Inadequate flowability of powders in industries during handling can cause many problems. For example, lack of flow from hoppers, poor tablet weight consistency, and low production rate in tableting. Many factors are known to commonly affect flow properties of powders, such as temperature, humidity and conditioning duration. In this paper, flow properties of a mannitol powder, which was conditioned between 24 and 72 h at various high relative humidities and temperature, were measured using a shear tester. A statistical model was developed to investigate the relative importance of these variables on the mannitol flow properties. The developed model showed all independent variables are significant in estimating bulk cohesion. Two separate approaches were used to evaluate inter-particle forces in the bulk, and how these changed with environmental conditions. First, inter-particle forces were inferred from the measured bulk properties using the Rumpf model approach. Secondly, inter-particle forces were predicted based on a model of moisture present on the particle surface using a combination of Kelvin model with the Laplace-Young (KLY) equation. The second approach also involved a new method to measure surface energy of mannitol powder based on measurements using Finite Dilution Inverse Gas Chromatography (FD-IGC). The surface energies of the mannitol powder were measured at high temperature (35 °C) and at different range of relative humidities. In spite of the fundamentally different approaches to the two ways of inferring inter-particles forces, these forces came out within less than 1.5:1 in magnitude. The Rumpf approach from bulk behaviour data obviously reflected the measured change in behaviour with humidity in particular, but this was not predicted from the KLY approach, however the likely reasons for this are postulated and recommendations for improvement are made.
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Affiliation(s)
- Hamid Salehi
- Wolfson Centre for Bulk Solids Handling Technology, Faculty of Engineering & Science, University of Greenwich, Chatham, United Kingdom.
| | - Vikram Karde
- Department of Chemical Engineering, Imperial College London, London, United Kingdom
| | - Hajar Hajmohammadi
- Centre For Clinical Effectiveness and Health Data Sciences, Institute of Population Health Sciences, Queen Mary University of London, United Kingdom
| | - Susantha Dissanayake
- Wolfson Centre for Bulk Solids Handling Technology, Faculty of Engineering & Science, University of Greenwich, Chatham, United Kingdom
| | - Sylvia H Larsson
- Biomass Technology Centre, Department of Forest Biomaterials and Technology, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Jerry Y Y Heng
- Department of Chemical Engineering, Imperial College London, London, United Kingdom
| | - Mike Bradley
- Wolfson Centre for Bulk Solids Handling Technology, Faculty of Engineering & Science, University of Greenwich, Chatham, United Kingdom
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