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Tufts J, Guan N, Zemedikun DT, Subramanian A, Gokhale K, Myles P, Williams T, Marshall T, Calvert M, Matthews K, Nirantharakumar K, Jackson LJ, Haroon S. The cost of primary care consultations associated with long COVID in non-hospitalised adults: a retrospective cohort study using UK primary care data. BMC PRIMARY CARE 2023; 24:245. [PMID: 37986044 PMCID: PMC10662438 DOI: 10.1186/s12875-023-02196-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 10/28/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND The economic impact of managing long COVID in primary care is unknown. We estimated the costs of primary care consultations associated with long COVID and explored the relationship between risk factors and costs. METHODS Data were obtained on non-hospitalised adults from the Clinical Practice Research Datalink Aurum primary care database. We used propensity score matching with an incremental cost method to estimate additional primary care consultation costs associated with long COVID (12 weeks after COVID-19) at an individual and UK national level. We applied multivariable regression models to estimate the association between risk factors and consultations costs beyond 12 weeks from acute COVID-19. RESULTS Based on an analysis of 472,173 patients with COVID-19 and 472,173 unexposed individuals, the annual incremental cost of primary care consultations associated with long COVID was £2.44 per patient and £23,382,452 at the national level. Among patients with COVID-19, a long COVID diagnosis and reporting of longer-term symptoms were associated with a 43% and 44% increase in primary care consultation costs respectively, compared to patients without long COVID symptoms. Older age, female sex, obesity, being from a white ethnic group, comorbidities and prior consultation frequency were all associated with increased primary care consultation costs. CONCLUSIONS The costs of primary care consultations associated with long COVID in non-hospitalised adults are substantial. Costs are significantly higher among those diagnosed with long COVID, those with long COVID symptoms, older adults, females, and those with obesity and comorbidities.
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Affiliation(s)
- Jake Tufts
- University Hospitals of Morecambe Bay NHS Foundation Trust, Lancashire, LA9 7RG, UK
| | - Naijie Guan
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
| | - Dawit T Zemedikun
- School of Population and Global Health (M431), The University of Western Australia, 35 Stirling Highway, Perth, WA, 6009, Australia
| | - Anuradhaa Subramanian
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Krishna Gokhale
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Puja Myles
- Clinical Practice Research Datalink, Medicines and Healthcare Products Regulatory Agency, London, E14 4PU, UK
| | - Tim Williams
- Clinical Practice Research Datalink, Medicines and Healthcare Products Regulatory Agency, London, E14 4PU, UK
| | - Tom Marshall
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Melanie Calvert
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, B15 2TT, UK
- Applied Research Collaboration (ARC) West Midlands, National Institute for Health Research (NIHR), Birmingham, CV4 7AJ, UK
- NIHR Birmingham Biomedical Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, B15 2TH, UK
- NIHR Birmingham-Oxford Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, B15 2TT, UK
| | - Karen Matthews
- Long Covid SOS, Charity Registered in England & Wales, 11A Westland Road, Faringdon, SN7 7EX, Oxfordshire, UK
| | | | - Louise J Jackson
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Shamil Haroon
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
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2
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Aiyegbusi OL, Davies EH, Myles P, Williams T, Frost C, Haroon S, Hughes SE, Wilson R, McMullan C, Subramanian A, Nirantharakumar K, Calvert MJ. Digitally enabled decentralised research: opportunities to improve the efficiency of clinical trials and observational studies. BMJ Evid Based Med 2023; 28:328-331. [PMID: 36810190 PMCID: PMC10579468 DOI: 10.1136/bmjebm-2023-112253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/07/2023] [Indexed: 02/23/2023]
Affiliation(s)
- Olalekan Lee Aiyegbusi
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcome Research, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | | | - Puja Myles
- Clinical Practice Research Datalink, Medicines and Healthcare Products Regulatory Agency, London, UK
| | - Tim Williams
- Clinical Practice Research Datalink, Medicines and Healthcare Products Regulatory Agency, London, UK
| | | | - Shamil Haroon
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Sarah E Hughes
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcome Research, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | - Roger Wilson
- Centre for Patient Reported Outcome Research, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | - Christel McMullan
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcome Research, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | | | | | - Melanie J Calvert
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcome Research, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
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3
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Aiyegbusi OL, McMullan C, Hughes SE, Turner GM, Subramanian A, Hotham R, Davies EH, Frost C, Alder Y, Agyen L, Buckland L, Camaradou J, Chong A, Jeyes F, Kumar S, Matthews KL, Moore P, Ormerod J, Price G, Saint-Cricq M, Stanton D, Walker A, Haroon S, Denniston AK, Calvert MJ. Considerations for patient and public involvement and engagement in health research. Nat Med 2023; 29:1922-1929. [PMID: 37474660 DOI: 10.1038/s41591-023-02445-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 06/07/2023] [Indexed: 07/22/2023]
Abstract
Patient and public involvement and engagement (PPIE) can provide valuable insights into the experiences of those living with and affected by a disease or health condition. Inclusive collaboration between patients, the public and researchers can lead to productive relationships, ensuring that health research addresses patient needs. Guidelines are available to support effective PPIE; however, evaluation of the impact of PPIE strategies in health research is limited. In this Review, we evaluate the impact of PPIE in the 'Therapies for Long COVID in non-hospitalised individuals' (TLC) Study, using a combination of group discussions and interviews with patient partners and researchers. We identify areas of good practice and reflect on areas for improvement. Using these insights and the results of a survey, we synthesize two checklists of considerations for PPIE, and we propose that research teams use these checklists to optimize the impact of PPIE for both patients and researchers in future studies.
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Affiliation(s)
- Olalekan Lee Aiyegbusi
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK.
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK.
- Centre for Patient Reported Outcomes Research (CPROR), Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.
- National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK.
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration (ARC) West Midlands, University of Birmingham, Birmingham, UK.
- NIHR Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK.
| | - Christel McMullan
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research (CPROR), Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration (ARC) West Midlands, University of Birmingham, Birmingham, UK
- NIHR Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
- Centre for Trauma Science Research, University of Birmingham, Birmingham, UK
| | - Sarah E Hughes
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research (CPROR), Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration (ARC) West Midlands, University of Birmingham, Birmingham, UK
- NIHR Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
| | - Grace M Turner
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research (CPROR), Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
- Centre for Trauma Science Research, University of Birmingham, Birmingham, UK
| | | | - Richard Hotham
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | | | | | | | - Lisa Agyen
- CPROR, University of Birmingham, Birmingham, UK
| | | | | | - Amy Chong
- CPROR, University of Birmingham, Birmingham, UK
| | | | | | | | | | | | - Gary Price
- CPROR, University of Birmingham, Birmingham, UK
| | | | | | - Anita Walker
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research (CPROR), Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration (ARC) West Midlands, University of Birmingham, Birmingham, UK
- NIHR Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
| | - Shamil Haroon
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | | | - Melanie J Calvert
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research (CPROR), Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration (ARC) West Midlands, University of Birmingham, Birmingham, UK
- NIHR Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
- Centre for Trauma Science Research, University of Birmingham, Birmingham, UK
- Midlands Health Data Research UK, Birmingham, UK
- DEMAND Hub, University of Birmingham, Birmingham, UK
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4
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Angeli F, Verdecchia P, Reboldi G. Long COVID [post-acute sequelae of coronavirus disease 2019]: experimental drugs for cardiopulmonary complications. Expert Opin Investig Drugs 2023; 32:567-570. [PMID: 37358898 DOI: 10.1080/13543784.2023.2230121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 06/23/2023] [Indexed: 06/27/2023]
Abstract
[Figure: see text].
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Affiliation(s)
- Fabio Angeli
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
- Department of Medicine and Cardiopulmonary Rehabilitation, Maugeri Care and Research Institute, IRCCS, Tradate, Italy
| | - Paolo Verdecchia
- Division of Cardiology, Hospital S. Maria della Misericordia, Perugia, Italy
- Fondazione Umbra Cuore E Ipertensione-ONLUS, Perugia, Italy
| | - Gianpaolo Reboldi
- Department of Medicine, and Centro di Ricerca Clinica E Traslazionale (CERICLET), University of Perugia, Perugia, Italy
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5
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Rescalvo-Casas C, Pérez-Tanoira R, Villegas RF, Hernando-Gozalo M, Seijas-Pereda L, Pérez-García F, Moríñigo HM, Gómez-Herruz P, Arroyo T, González R, Expósito CV, Lledó García L, Cabrera JR, Cuadros-González J. Clinical Evolution and Risk Factors in Patients Infected during the First Wave of COVID-19: A Two-Year Longitudinal Study. Trop Med Infect Dis 2023; 8:340. [PMID: 37505636 PMCID: PMC10384910 DOI: 10.3390/tropicalmed8070340] [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: 05/20/2023] [Revised: 06/17/2023] [Accepted: 06/19/2023] [Indexed: 07/29/2023] Open
Abstract
A limited number of longitudinal studies have examined the symptoms associated with long-COVID-19. We conducted an assessment of symptom onset, severity and patient recovery, and determined the percentage of patients who experienced reinfection up to 2 years after the initial onset of the disease. Our cohort comprises 377 patients (≥18 years) with laboratory-confirmed COVID-19 in a secondary hospital (Madrid, Spain), throughout March 3-16, 2020. Disease outcomes and clinical data were followed-up until August 12, 2022. We reviewed the evolution of the 253 patients who had survived as of April 2020 (67.1%). Nine died between April 2020 and August 2022. A multivariate regression analysis performed to detect the risk factors associated with long-COVID-19 revealed that the increased likelihood was associated with chronic obstructive lung disease (OR 14.35, 95% CI 1.89-109.09; p = 0.010), dyspnea (5.02, 1.02-24.75; p = 0.048), higher LDH (3.23, 1.34-7.52; p = 0.006), and lower D-dimer levels (0.164, 0.04-0.678; p = 0.012). Reinfected patients (n = 45) (47.8 years; 39.7-67.2) were younger than non-reinfected patients (64.1 years; 48.6-74.4)) (p < 0.001). Patients who received a combination of vaccines exhibited fewer symptoms (44.4%) compared to those who received a single type of vaccine (77.8%) (p = 0.048). Long-COVID-19 was detected in 27.05% (66/244) of patients. The early detection of risk factors helps predict the clinical course of patients with COVID-19. Middle-aged adults could be susceptible to reinfection, highlighting the importance of prevention and control measures regardless of vaccination status.
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Affiliation(s)
- Carlos Rescalvo-Casas
- Departamento de Biomedicina y Biotecnología, Facultad de Medicina, Universidad de Alcalá, 28805 Madrid, Spain
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
| | - Ramón Pérez-Tanoira
- Departamento de Biomedicina y Biotecnología, Facultad de Medicina, Universidad de Alcalá, 28805 Madrid, Spain
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
| | - Rocío Fernández Villegas
- Departamento de Biomedicina y Biotecnología, Facultad de Medicina, Universidad de Alcalá, 28805 Madrid, Spain
| | - Marcos Hernando-Gozalo
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
- Departamento de Química Orgánica y Química Inorgánica, Facultad de Química, Universidad de Alcalá de Henares, 28805 Madrid, Spain
| | - Laura Seijas-Pereda
- Departamento de Biomedicina y Biotecnología, Facultad de Medicina, Universidad de Alcalá, 28805 Madrid, Spain
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
| | - Felipe Pérez-García
- Departamento de Biomedicina y Biotecnología, Facultad de Medicina, Universidad de Alcalá, 28805 Madrid, Spain
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Helena Moza Moríñigo
- Departamento de Medicina Preventiva y Salud Pública, Hospital Universitario Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Peña Gómez-Herruz
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
| | - Teresa Arroyo
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
| | - Rosa González
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
| | - Cristina Verdú Expósito
- Departamento de Biomedicina y Biotecnología, Facultad de Medicina, Universidad de Alcalá, 28805 Madrid, Spain
| | - Lourdes Lledó García
- Departamento de Biomedicina y Biotecnología, Facultad de Medicina, Universidad de Alcalá, 28805 Madrid, Spain
| | - Juan Romanyk Cabrera
- Departamento de Biomedicina y Biotecnología, Facultad de Medicina, Universidad de Alcalá, 28805 Madrid, Spain
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
| | - Juan Cuadros-González
- Departamento de Biomedicina y Biotecnología, Facultad de Medicina, Universidad de Alcalá, 28805 Madrid, Spain
- Departamento de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, 28805 Madrid, Spain
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6
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Routen A, O'Mahoney L, Aiyegbusi OL, Alder Y, Banerjee A, Buckland L, Brightling C, Calvert M, Camaradou J, Chaturvedi N, Chong A, Dalrymple E, Eggo RM, Elliott P, Evans RA, Gibson A, Haroon S, Herrett E, Houchen-Wolloff L, Hughes SE, Jeyes F, Matthews K, McMullan C, Morley J, Shafran R, Smith N, Stanton D, Stephenson T, Sterne J, Turner GM, Ward H, Khunti K. Patient and public involvement within epidemiological studies of long COVID in the UK. Nat Med 2023; 29:771-773. [PMID: 36932242 DOI: 10.1038/s41591-023-02251-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2023]
Affiliation(s)
- Ash Routen
- Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK.
| | - Lauren O'Mahoney
- Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
| | - Olalekan Lee Aiyegbusi
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- National Institute for Health Research (NIHR) Applied Research Collaboration (ARC) West Midlands, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre (BBRC), University of Birmingham, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- NIHR Oxford-Birmingham Blood and Transplant Research Unit (BTRU) in Precision Therapeutics, Birmingham, UK
| | - Yvonne Alder
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Amitava Banerjee
- Institute of Health Informatics, Faculty of Population Health Sciences, University College London (UCL), London, UK
| | - Lewis Buckland
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Chris Brightling
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
| | - Melanie Calvert
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- National Institute for Health Research (NIHR) Applied Research Collaboration (ARC) West Midlands, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre (BBRC), University of Birmingham, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- NIHR Oxford-Birmingham Blood and Transplant Research Unit (BTRU) in Precision Therapeutics, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre (SRMRC), University of Birmingham, Birmingham, UK
| | - Jenny Camaradou
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Nishi Chaturvedi
- Department of Population Science and Experimental Medicine, UCL, London, UK
| | - Amy Chong
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Emma Dalrymple
- Great Ormond Street Institute of Child Health, UCL, London, UK
| | - Rosalind M Eggo
- Department of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Paul Elliott
- Faculty of Medicine, School of Public Health, Imperial College London, London, UK
| | - Rachael A Evans
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
| | - Andy Gibson
- Department of Health and Social Sciences, University of West England, Bristol, UK
| | - Shamil Haroon
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Emily Herrett
- Department of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | | | - Sarah E Hughes
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- National Institute for Health Research (NIHR) Applied Research Collaboration (ARC) West Midlands, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre (BBRC), University of Birmingham, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- NIHR Oxford-Birmingham Blood and Transplant Research Unit (BTRU) in Precision Therapeutics, Birmingham, UK
| | - Flic Jeyes
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Karen Matthews
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Christel McMullan
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre (BBRC), University of Birmingham, Birmingham, UK
- NIHR Oxford-Birmingham Blood and Transplant Research Unit (BTRU) in Precision Therapeutics, Birmingham, UK
- Department of Population Science and Experimental Medicine, UCL, London, UK
- Centre for Trauma Science Research, University of Birmingham, Birmingham, UK
| | - Jessica Morley
- Bennett Institute for Applied Data Science, University of Oxford, Oxford, UK
| | - Roz Shafran
- Great Ormond Street Institute of Child Health, UCL, London, UK
| | | | - David Stanton
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | | | - Jonathan Sterne
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Grace M Turner
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Helen Ward
- Faculty of Medicine, School of Public Health, Imperial College London, London, UK
| | - Kamlesh Khunti
- Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
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7
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Turner GM, McMullan C, Aiyegbusi OL, Hughes SE, Walker A, Jeyes F, Adler Y, Chong A, Buckland L, Stanton D, Davies EH, Haroon S, Calvert M. Co-production of a feasibility trial of pacing interventions for Long COVID. RESEARCH INVOLVEMENT AND ENGAGEMENT 2023; 9:18. [PMID: 36997975 PMCID: PMC10061378 DOI: 10.1186/s40900-023-00429-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 03/22/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND The high incidence of COVID-19 globally has led to a large prevalence of Long COVID but there is a lack of evidence-based treatments. There is a need to evaluate existing treatments for symptoms associated with Long COVID. However, there is first a need to evaluate the feasibility of undertaking randomised controlled trials of interventions for the condition. We aimed to co-produce a feasibility study of non-pharmacological interventions to support people with Long COVID. METHODS A consensus workshop on research prioritisation was conducted with patients and other stakeholders. This was followed by the co-production of the feasibility trial with a group of patient partners, which included the design of the study, the selection of interventions, and the production of dissemination strategies. RESULTS The consensus workshop was attended by 23 stakeholders, including six patients. The consensus from the workshop was to develop a clinical trial platform that focused on testing different pacing interventions and resources. For the co-production of the feasibility trial, patient partners selected three pacing resources to evaluate (video, mobile application, and book) and co-designed feasibility study processes, study materials and undertook usability testing of the digital trial platform. CONCLUSION In conclusion, this paper reports the principles and process used to co-produce a feasibility study of pacing interventions for Long COVID. Co-production was effective and influenced important aspects of the study.
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Affiliation(s)
- Grace M Turner
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
| | - Christel McMullan
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK.
- Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK.
- NIHR Surgical Reconstruction and Microbiology Research Centre, University of Birmingham, Birmingham, UK.
- NIHR Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK.
- NIHR Birmingham-Oxford Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK.
| | - Olalekan Lee Aiyegbusi
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
- NIHR Birmingham-Oxford Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration West Midlands, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
| | - Sarah E Hughes
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration West Midlands, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
| | - Anita Walker
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
- NIHR Birmingham-Oxford Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration West Midlands, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
| | - Felicity Jeyes
- Patient Partner, Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
| | - Yvonne Adler
- Patient Partner, Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
| | - Amy Chong
- Patient Partner, Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
| | - Lewis Buckland
- Patient Partner, Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
| | - David Stanton
- Patient Partner, Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
| | | | - Shamil Haroon
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Melanie Calvert
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
- NIHR Birmingham-Oxford Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration West Midlands, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
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8
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Hernández-Aceituno A, García-Hernández A, Larumbe-Zabala E. COVID-19 long-term sequelae: Omicron versus Alpha and Delta variants. Infect Dis Now 2023; 53:104688. [PMID: 36858287 PMCID: PMC9970656 DOI: 10.1016/j.idnow.2023.104688] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 02/10/2023] [Accepted: 02/17/2023] [Indexed: 03/02/2023]
Abstract
BACKGROUND The study aimed to assess the association between three predominant SARS-CoV-2 variants (Alpha, Delta, and Omicron) and the risk of developing long COVID (persistence of physical, medical, and cognitive symptoms more than 4 weeks after infection), post-COVID-19 syndrome (symptoms extending beyond 12 weeks), and viral persistence (testing positive beyond 4 weeks despite clinical resolution). METHODS Retrospective study of 325 patients hospitalized for COVID-19 with genomic sequencing information. For each SARS-CoV-2 variant, sample characteristics, frequency of symptoms, and long-term sequelae were compared using Chi-squared test, Fisher's exact test, Kruskal-Wallis test, and Dunn's test as appropriate. Odds ratios (OR) were calculated using logistic regression models to assess the association of risk factors and sequelae. RESULTS The adjusted model showed that the Omicron (vs Alpha) variant (OR, 0.30; 95% CI0.16-0.56), admission to ICU (OR, 1.14; 95% CI 1.05-1.23), and being treated with antiviral or immunomodulatory drugs (OR, 2.01; 95% CI 1.23-3.27) predicted long COVID and post-COVID-19 syndrome. Viral persistence showed no difference between variants. CONCLUSIONS The Omicron variant was associated with significantly lower odds of developing long-term sequelae from COVID-19 compared with previous variants, while severity of illness indicators increased the risk. Vaccination status, age, sex, and comorbidities were not found to predict sequelae development. This information has implications for both health managers and clinicians when deciding on the appropriate clinical management and subsequent outpatient follow-up of these patients. More studies with non-hospitalized patients are still necessary.
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Affiliation(s)
- Ana Hernández-Aceituno
- Dirección General de Salud Pública, Canary Islands, Spain; Hospital Universitario de Canarias, Santa Cruz de Tenerife, Spain.
| | - Abigail García-Hernández
- Dirección General de Salud Pública, Canary Islands, Spain,Hospital Universitario de Canarias, Santa Cruz de Tenerife, Spain
| | - Eneko Larumbe-Zabala
- Dirección General de Salud Pública, Canary Islands, Spain,Fundación Canaria Instituto de Investigación Sanitaria de Canarias (FIISC), Canary Islands, Spain
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9
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Chandan JS, Brown KR, Simms-Williams N, Bashir NZ, Camaradou J, Heining D, Turner GM, Rivera SC, Hotham R, Minhas S, Nirantharakumar K, Sivan M, Khunti K, Raindi D, Marwaha S, Hughes SE, McMullan C, Marshall T, Calvert MJ, Haroon S, Aiyegbusi OL. Non-Pharmacological Therapies for Post-Viral Syndromes, Including Long COVID: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3477. [PMID: 36834176 PMCID: PMC9967466 DOI: 10.3390/ijerph20043477] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 02/11/2023] [Accepted: 02/13/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Post-viral syndromes (PVS), including Long COVID, are symptoms sustained from weeks to years following an acute viral infection. Non-pharmacological treatments for these symptoms are poorly understood. This review summarises the evidence for the effectiveness of non-pharmacological treatments for PVS. METHODS We conducted a systematic review to evaluate the effectiveness of non-pharmacological interventions for PVS, as compared to either standard care, alternative non-pharmacological therapy, or placebo. The outcomes of interest were changes in symptoms, exercise capacity, quality of life (including mental health and wellbeing), and work capability. We searched five databases (Embase, MEDLINE, PsycINFO, CINAHL, MedRxiv) for randomised controlled trials (RCTs) published between 1 January 2001 to 29 October 2021. The relevant outcome data were extracted, the study quality was appraised using the Cochrane risk-of-bias tool, and the findings were synthesised narratively. FINDINGS Overall, five studies of five different interventions (Pilates, music therapy, telerehabilitation, resistance exercise, neuromodulation) met the inclusion criteria. Aside from music-based intervention, all other selected interventions demonstrated some support in the management of PVS in some patients. INTERPRETATION In this study, we observed a lack of robust evidence evaluating the non-pharmacological treatments for PVS, including Long COVID. Considering the prevalence of prolonged symptoms following acute viral infections, there is an urgent need for clinical trials evaluating the effectiveness and cost-effectiveness of non-pharmacological treatments for patients with PVS. REGISTRATION The study protocol was registered with PROSPERO [CRD42021282074] in October 2021 and published in BMJ Open in 2022.
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Affiliation(s)
- Joht Singh Chandan
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Kirsty R. Brown
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Nikita Simms-Williams
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Nasir Z. Bashir
- School of Oral and Dental Sciences, University of Bristol, Bristol BS8 1TH, UK
| | - Jenny Camaradou
- School of Health Sciences, University of East Anglia, Norwich NR4 7TJ, UK
| | - Dominic Heining
- Department of Microbiology, Royal Wolverhampton NHS Trust, Wolverhampton WV10 0QP, UK
| | - Grace M. Turner
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Samantha Cruz Rivera
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham B15 2TT, UK
| | - Richard Hotham
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Sonica Minhas
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Krishnarajah Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Midlands Health Data Research UK, Birmingham B15 2TT, UK
| | - Manoj Sivan
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK
| | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester LE1 7RH, UK
| | - Devan Raindi
- School of Dentistry, Institute of Clinical Sciences, University of Birmingham, Birmingham B5 7EG, UK
| | - Steven Marwaha
- Institute for Mental Health, University of Birmingham, Birmingham B15 2TT, UK
- Birmingham and Solihull Mental Health NHS Foundation Trust, Unit 1, B1, 50 Summer Hill Road, Birmingham B1 3RB, UK
| | - Sarah E. Hughes
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham B15 2TT, UK
- National Institute for Health Research (NIHR), Applied Research Collaboration, Birmingham B15 2TT, UK
| | - Christel McMullan
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Tom Marshall
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Melanie J. Calvert
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham B15 2TT, UK
- National Institute for Health Research (NIHR), Applied Research Collaboration, Birmingham B15 2TT, UK
- NIHR Birmingham Biomedical Research Centre, University of Birmingham, Birmingham B15 2TT, UK
- Health Data Research UK, London WC1E 6BT, UK
| | - Shamil Haroon
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Olalekan Lee Aiyegbusi
- Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham B15 2TT, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham B15 2TT, UK
- National Institute for Health Research (NIHR), Applied Research Collaboration, Birmingham B15 2TT, UK
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10
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Crook H, Ramirez A, Hosseini AA, Vavougyios G, Lehmann C, Bruchfeld J, Schneider A, d'Avossa G, Lo Re V, Salmoiraghi A, Mukaetova-Ladinska E, Katshu M, Boneschi FM, Håkansson K, Geerlings M, Pracht E, Ruiz A, Jansen JF, Snyder H, Kivipelto M, Edison P. European Working Group on SARS-CoV-2: Current Understanding, Unknowns, and Recommendations on the Neurological Complications of COVID-19. Brain Connect 2023; 13:178-210. [PMID: 36719785 DOI: 10.1089/brain.2022.0058] [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] [Indexed: 02/01/2023] Open
Abstract
The emergence of COVID-19 was rapidly followed by infection and the deaths of millions of people across the globe. With much of the research and scientific advancement rightly focused on reducing the burden of severe and critical acute COVID-19 infection, the long-term effects endured by those who survived the acute infection has been previously overlooked. Now, an appreciation for the post-COVID-19 condition, including its neurological manifestations, is growing, although there remain many unknowns regarding the aetiology and risk factors of the condition, as well as how to effectively diagnose and treat it. Here, drawing upon the experiences and expertise of the clinicians and academics of the European working group on COVID-19, we have reviewed the current literature to provide a comprehensive overview of the neurological sequalae of the post-COVID-19 condition. In this review, we provide a summary of the neurological symptoms associated with the post-COVID-19 condition, before discussing the possible mechanisms which may underly and manifest these symptoms. Following this, we explore the risk factors for developing neurological symptoms as a result of COVID-19 and the post-COVID-19 condition, as well as how COVID-19 infection may itself be a risk factor for the development of neurological disease in the future. Lastly, we evaluate how the post-COVID condition could be accurately diagnosed and effectively treated, including examples of the current guidelines, clinical outcomes and tools that have been developed to aid in this process, as well as addressing the protection provided by COVID-19 vaccines against post-COVID-19 condition. Overall, this review provides a comprehensive overview of the neurological sequalae of the post-COVID-19 condition.
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Affiliation(s)
- Harry Crook
- Imperial College London, 4615, Brain Sciences, London, London, United Kingdom of Great Britain and Northern Ireland;
| | - Alfredo Ramirez
- University of Cologne, 14309, Department of Psychiatry and Psychotherapy, Koln, Nordrhein-Westfalen, Germany
- University of Bonn, 9374, Department of Neurodegenerative diseases and Geriatric Psychiatry, Bonn, Nordrhein-Westfalen, Germany
- Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, Department of Psychiatry , San Antonio, Texas, United States
- German Centre for Neurodegenerative Diseases, 172279, Bonn, Nordrhein-Westfalen, Germany;
| | - Akram A Hosseini
- Nottingham University Hospitals NHS Trust, 9820, Department of Neurology, Nottingham, Nottingham, United Kingdom of Great Britain and Northern Ireland;
| | - Georgios Vavougyios
- University of Cyprus, 54557, Department of Neurology, Nicosia, Nicosia, Cyprus;
| | - Clara Lehmann
- University of Cologne, 14309, Department of Internal Medicine, Koln, Nordrhein-Westfalen, Germany
- University of Cologne, 14309, Center for Molecular Medicine Cologne (CMMC), Koln, Nordrhein-Westfalen, Germany
- German Centre for Infection Research, 459706, Braunschweig, Niedersachsen, Germany;
| | - Judith Bruchfeld
- Karolinska University Hospital, 59562, Department of Infectious Diseases, Stockholm, Sweden;
| | - Anja Schneider
- University Hospital Bonn, 39062, Department of Neurodegenerative diseases and Geriatric Psychiatry, Bonn, Nordrhein-Westfalen, Germany
- German Centre for Neurodegenerative Diseases, 172279, Bonn, Nordrhein-Westfalen, Germany;
| | - Giovanni d'Avossa
- Bangor University, 1506, School of Psychology, Bangor, Gwynedd, United Kingdom of Great Britain and Northern Ireland;
| | | | - Alberto Salmoiraghi
- Betsi Cadwaladr University Health Board, 1507, Bangor, Gwynedd, United Kingdom of Great Britain and Northern Ireland
- Glyndwr University, 8725, Wrexham, Clwyd, United Kingdom of Great Britain and Northern Ireland;
| | - Elizabeta Mukaetova-Ladinska
- University of Leicester, 4488, Neuroscience, Psychology and Behaviour, University Road, Leicester, United Kingdom of Great Britain and Northern Ireland, LE1 7RH;
| | - Mohammad Katshu
- University of Nottingham, 6123, School of Medicine, Nottingham, Nottinghamshire, United Kingdom of Great Britain and Northern Ireland;
| | - Filippo M Boneschi
- University of Milan, 9304, Division of Neuroscience and INSPE, San Raffaele Scientific Institute, Milano, Lombardia, Italy;
| | - Krister Håkansson
- Karolinska Institute, 27106, Department of Neurobiology, Care Sciences and Society, Stockholm, Stockholm, Sweden;
| | - Mirjam Geerlings
- Utrecht University, 8125, University Medical Center Utrecht, Utrecht, Utrecht, Netherlands;
| | - Elisabeth Pracht
- University of Cologne, 14309, Department of Psychiatry and Psychotherapy, Koln, Nordrhein-Westfalen, Germany;
| | - Agustín Ruiz
- Universitat Internacional de Catalunya, 16760, Institut Català de Neurociències Aplicades, Barcelona, Catalunya, Spain;
| | - Jacobus Fa Jansen
- Maastricht University Medical Centre+, 199236, Department of Radiology and Nuclear Medicine, Maastricht, Limburg, Netherlands;
| | - Heather Snyder
- Alzheimer's Association, 44027, Chicago, Illinois, United States;
| | - Miia Kivipelto
- Karolinska Institute, 27106, Department of Neurobiology, Care Sciences and Society, Stockholm, Stockholm, Sweden;
| | - Paul Edison
- Imperial College London, 4615, Brain Sciences, Neurology Imaging Unit, 1st Floor, B - Block, Hammersmith Hospital Campus, Du Cane Road, London, United Kingdom of Great Britain and Northern Ireland, SW7 2AZ;
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11
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Abstract
The German Society of Pneumology initiated 2021 the AWMF S1 guideline Long COVID/Post-COVID. In a broad interdisciplinary approach, this S1 guideline was designed based on the current state of knowledge.The clinical recommendations describe current Long COVID/Post-COVID symptoms, diagnostic approaches, and therapies.In addition to the general and consensus introduction, a subject-specific approach was taken to summarize the current state of knowledge.The guideline has an explicit practical claim and will be developed and adapted by the author team based on the current increase in knowledge.
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12
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13
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Subramanian A, Nirantharakumar K, Hughes S, Myles P, Williams T, Gokhale KM, Taverner T, Chandan JS, Brown K, Simms-Williams N, Shah AD, Singh M, Kidy F, Okoth K, Hotham R, Bashir N, Cockburn N, Lee SI, Turner GM, Gkoutos GV, Aiyegbusi OL, McMullan C, Denniston AK, Sapey E, Lord JM, Wraith DC, Leggett E, Iles C, Marshall T, Price MJ, Marwaha S, Davies EH, Jackson LJ, Matthews KL, Camaradou J, Calvert M, Haroon S. Symptoms and risk factors for long COVID in non-hospitalized adults. Nat Med 2022; 28:1706-1714. [PMID: 35879616 PMCID: PMC9388369 DOI: 10.1038/s41591-022-01909-w] [Citation(s) in RCA: 361] [Impact Index Per Article: 180.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 06/21/2022] [Indexed: 01/11/2023]
Abstract
Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection is associated with a range of persistent symptoms impacting everyday functioning, known as post-COVID-19 condition or long COVID. We undertook a retrospective matched cohort study using a UK-based primary care database, Clinical Practice Research Datalink Aurum, to determine symptoms that are associated with confirmed SARS-CoV-2 infection beyond 12 weeks in non-hospitalized adults and the risk factors associated with developing persistent symptoms. We selected 486,149 adults with confirmed SARS-CoV-2 infection and 1,944,580 propensity score-matched adults with no recorded evidence of SARS-CoV-2 infection. Outcomes included 115 individual symptoms, as well as long COVID, defined as a composite outcome of 33 symptoms by the World Health Organization clinical case definition. Cox proportional hazards models were used to estimate adjusted hazard ratios (aHRs) for the outcomes. A total of 62 symptoms were significantly associated with SARS-CoV-2 infection after 12 weeks. The largest aHRs were for anosmia (aHR 6.49, 95% CI 5.02-8.39), hair loss (3.99, 3.63-4.39), sneezing (2.77, 1.40-5.50), ejaculation difficulty (2.63, 1.61-4.28) and reduced libido (2.36, 1.61-3.47). Among the cohort of patients infected with SARS-CoV-2, risk factors for long COVID included female sex, belonging to an ethnic minority, socioeconomic deprivation, smoking, obesity and a wide range of comorbidities. The risk of developing long COVID was also found to be increased along a gradient of decreasing age. SARS-CoV-2 infection is associated with a plethora of symptoms that are associated with a range of sociodemographic and clinical risk factors.
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Affiliation(s)
| | - Krishnarajah Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK.
- Midlands Health Data Research UK, Birmingham, UK.
- DEMAND Hub, University of Birmingham, Birmingham, UK.
| | - Sarah Hughes
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient-Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration (ARC) - West Midlands, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- NIHR Birmingham-Oxford Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
| | - Puja Myles
- Clinical Practice Research Datalink, Medicines and Healthcare products Regulatory Agency, London, UK
| | - Tim Williams
- Clinical Practice Research Datalink, Medicines and Healthcare products Regulatory Agency, London, UK
| | - Krishna M Gokhale
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Tom Taverner
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Joht Singh Chandan
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Kirsty Brown
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, UK
| | | | - Anoop D Shah
- Institute of Health Informatics, Faculty of Population Health Sciences, University College London, London, UK
| | - Megha Singh
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Farah Kidy
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Warwick Medical School, University of Warwick, Coventry, UK
| | - Kelvin Okoth
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Richard Hotham
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Nasir Bashir
- School of Oral and Dental Sciences, University of Bristol, Bristol, UK
| | - Neil Cockburn
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Siang Ing Lee
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Grace M Turner
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient-Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
| | - Georgios V Gkoutos
- Midlands Health Data Research UK, Birmingham, UK
- DEMAND Hub, University of Birmingham, Birmingham, UK
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Olalekan Lee Aiyegbusi
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient-Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration (ARC) - West Midlands, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- NIHR Birmingham-Oxford Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
| | - Christel McMullan
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient-Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- NIHR Birmingham-Oxford Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- Centre for Trauma Science Research, University of Birmingham, Birmingham, UK
| | - Alastair K Denniston
- Midlands Health Data Research UK, Birmingham, UK
- DEMAND Hub, University of Birmingham, Birmingham, UK
- Centre for Patient-Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Elizabeth Sapey
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- MRC-Versus Arthritis Centre for Musculoskeletal Ageing Research, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- PIONEER HDR-UK Data Hub in acute care, University of Birmingham, Birmingham, UK
| | - Janet M Lord
- NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- MRC-Versus Arthritis Centre for Musculoskeletal Ageing Research, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- UK SPINE, University of Birmingham, Birmingham, UK
| | - David C Wraith
- NIHR Birmingham Biomedical Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Edward Leggett
- Clinical Practice Research Datalink, Medicines and Healthcare products Regulatory Agency, London, UK
| | - Clare Iles
- Clinical Practice Research Datalink, Medicines and Healthcare products Regulatory Agency, London, UK
| | - Tom Marshall
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Malcolm J Price
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
| | - Steven Marwaha
- Institute for Mental Health, University of Birmingham, Birmingham, UK
- Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, UK
| | | | - Louise J Jackson
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | | | | | - Melanie Calvert
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Midlands Health Data Research UK, Birmingham, UK
- DEMAND Hub, University of Birmingham, Birmingham, UK
- Centre for Patient-Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration (ARC) - West Midlands, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- NIHR Birmingham-Oxford Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- PIONEER HDR-UK Data Hub in acute care, University of Birmingham, Birmingham, UK
| | - Shamil Haroon
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
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14
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Sivan M, Greenhalgh T, Darbyshire JL, Mir G, O'Connor RJ, Dawes H, Greenwood D, O'Connor D, Horton M, Petrou S, de Lusignan S, Curcin V, Mayer E, Casson A, Milne R, Rayner C, Smith N, Parkin A, Preston N, Delaney B. LOng COvid Multidisciplinary consortium Optimising Treatments and servIces acrOss the NHS (LOCOMOTION): protocol for a mixed-methods study in the UK. BMJ Open 2022; 12:e063505. [PMID: 35580970 PMCID: PMC9114312 DOI: 10.1136/bmjopen-2022-063505] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 04/29/2022] [Indexed: 12/26/2022] Open
Abstract
INTRODUCTION Long COVID, a new condition whose origins and natural history are not yet fully established, currently affects 1.5 million people in the UK. Most do not have access to specialist long COVID services. We seek to optimise long COVID care both within and outside specialist clinics, including improving access, reducing inequalities, helping self-management and providing guidance and decision support for primary care. We aim to establish a 'gold standard' of care by systematically analysing current practices, iteratively improving pathways and systems of care. METHODS AND ANALYSIS This mixed-methods, multisite study is informed by the principles of applied health services research, quality improvement, co-design, outcome measurement and learning health systems. It was developed in close partnership with patients (whose stated priorities are prompt clinical assessment; evidence-based advice and treatment and help with returning to work and other roles) and with front-line clinicians. Workstreams and tasks to optimise assessment, treatment and monitoring are based in three contrasting settings: workstream 1 (qualitative research, up to 100 participants), specialist management in 10 long COVID clinics across the UK, via a quality improvement collaborative, experience-based co-design and targeted efforts to reduce inequalities of access, return to work and peer support; workstream 2 (quantitative research, up to 5000 participants), patient self-management at home, technology-supported monitoring and validation of condition-specific outcome measures and workstream 3 (quantitative research, up to 5000 participants), generalist management in primary care, harnessing electronic record data to study population phenotypes and develop evidence-based decision support, referral pathways and analysis of costs. Study governance includes an active patient advisory group. ETHICS AND DISSEMINATION LOng COvid Multidisciplinary consortium Optimising Treatments and servIces acrOss the NHS study is sponsored by the University of Leeds and approved by Yorkshire & The Humber-Bradford Leeds Research Ethics Committee (ref: 21/YH/0276). Participants will provide informed consent. Dissemination plans include academic and lay publications, and partnerships with national and regional policymakers. TRIAL REGISTRATION NUMBER NCT05057260, ISRCTN15022307.
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Affiliation(s)
- Manoj Sivan
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
| | - Trisha Greenhalgh
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | - Ghazala Mir
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Rory J O'Connor
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
| | - Helen Dawes
- College of Medicine and Health, University of Exeter, Exeter, UK
| | - Darren Greenwood
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
| | | | - Mike Horton
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
| | - Stavros Petrou
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Simon de Lusignan
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- Department of Clinical and Experimental Medicine, University of Surrey, Guildford, UK
| | - Vasa Curcin
- Department of Primary Care and Public Health Sciences, King's College London, London, UK
| | - Erik Mayer
- Department of Biosurgery and Surgical Technology, Imperial College London, London, UK
| | - Alexander Casson
- Department of Electrical and Electronic Engineering, The University of Manchester, Manchester, UK
| | - Ruairidh Milne
- Public Health, Wessex Institute, University of Southampton, Southampton, UK
| | | | | | - Amy Parkin
- Department of Occupational Therapy, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Nick Preston
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
| | - Brendan Delaney
- Department of Surgery and Cancer, Imperial College London, London, UK
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