1
|
Menkir TF, Citarella BW, Sigfrid L, Doshi Y, Reyes LF, Calvache JA, Kildal AB, Nygaard AB, Holter JC, Panda PK, Jassat W, Merson L, Donnelly CA, Santillana M, Buckee C, Verguet S, Hejazi NS. Modeling the relative influence of socio-demographic variables on post-acute COVID-19 quality of life. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.21.24303099. [PMID: 39040190 PMCID: PMC11261939 DOI: 10.1101/2024.02.21.24303099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
Importance Post-acute sequelae of SARS-CoV-2, referred to as "long COVID", are a globally pervasive threat. While their many clinical determinants are commonly considered, their plausible social correlates are often overlooked. Objective To compare social and clinical predictors of differences in quality of life (QoL) with long COVID. Additionally, to measure how much adjusted associations between social factors and long COVID-associated quality of life are unexplained by important clinical intermediates. Design Setting and Participants Data from the ISARIC long COVID multi-country prospective cohort study. Subjects from Norway, the United Kingdom (UK), and Russia, aged 16 and above, with confirmed acute SARS-CoV-2 infection reporting >= 1 long COVID-associated symptoms 1+ month following infection. Exposure The social exposures considered were educational attainment (Norway), employment status (UK and Russia), and female vs male sex (all countries). Main outcome and measures Quality of life-adjusted days, or QALDs, with long COVID. Results This cohort study included a total of 3891 participants. In all three countries, educational attainment, employment status, and female sex were important predictors of long COVID QALDs. Furthermore, a majority of the estimated relationships between each of these social correlates and long COVID QALDs could not be attributed to key long COVID-predicting comorbidities. In Norway, 90% (95% CI: 77%, 100%) of the adjusted association between the top two quintiles of educational attainment and long COVID QALDs was not explained by clinical intermediates. The same was true for 86% (73%, 100%) and 93% (80%,100%) of the adjusted associations between full-time employment and long COVID QALDs in the United Kingdom (UK) and Russia. Additionally, 77% (46%,100%) and 73% (52%, 94%) of the adjusted associations between female sex and long COVID QALDs in Norway and the UK were unexplained by the clinical mediators. Conclusions and Relevance This study highlights the role of socio-economic status indicators and female sex, in line with or beyond commonly cited clinical conditions, as predictors of long COVID-associated QoL, and further reveal that other (non-clinical) mechanisms likely drive their observed relationships. Our findings point to the importance of COVID interventions which go further than an exclusive focus on comorbidity management in order to help redress inequalities in experiences with this chronic disease.
Collapse
Affiliation(s)
- Tigist F Menkir
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Harvard University, USA
- ISARIC, Pandemic Sciences Institute, University of Oxford, UK
| | | | - Louise Sigfrid
- ISARIC, Pandemic Sciences Institute, University of Oxford, UK
- Policy and Practice Research Group, Pandemic Sciences Institute, University of Oxford, Oxford UK
| | - Yash Doshi
- Terna Speciality Hospital & Research Centre, Mumbai, India
| | - Luis Felipe Reyes
- ISARIC, Pandemic Sciences Institute, University of Oxford, UK
- Universidad de La Sabana, Chia, Colombia
- Clinica Universidad de La Sabana, Chia, Colombia
| | - Jose A Calvache
- Departamento de Anestesiología, Universidad del Cauca, Colombia
- Department of Anesthesiology, Erasmus University Medical Center, Netherlands
| | - Anders Benjamin Kildal
- Department of Anesthesiology and Intensive Care, University Hospital of North Norway, Tromsø, Norway
- Department of Clinical Medicine, Faculty of Health Sciences, UIT The Arctic University of Norway, Tromsø, Norway
| | - Anders B Nygaard
- Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | - Jan Cato Holter
- Department of Microbiology, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Waasila Jassat
- National Institute for Communicable Diseases, South Africa
- Right to Care, South Africa
| | - Laura Merson
- ISARIC, Pandemic Sciences Institute, University of Oxford, UK
| | - Christl A Donnelly
- Department of Statistics, University of Oxford, Oxford, UK
- MRC Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics and Department of Infectious Disease Epidemiology, Imperial College London, London, UK
| | - Mauricio Santillana
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Harvard University, USA
- Machine Intelligence Group for the Betterment of Health and the Environment, Network Science Institute, Northeastern University, Boston, MA, USA
| | - Caroline Buckee
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Harvard University, USA
| | - Stéphane Verguet
- Department of Global Health and Population, Harvard TH Chan School of Public Health, Harvard University, USA
| | - Nima S Hejazi
- Department of Biostatistics, Harvard TH Chan School of Public Health, Harvard University, USA
| |
Collapse
|
2
|
Dun-Dery F, Xie J, Winston K, Burstein B, Emsley J, Sabhaney V, Gravel J, Zemek R, Kam A, Mater A, Beer D, Freire G, Poonai N, Berthelot S, Porter R, Moffatt A, Salvadori M, Dixon A, Freedman SB. No Association between SARS-CoV-2 Infection and Quality of Life 6- and 12-Months After Infection. Acad Pediatr 2024:S1876-2859(24)00273-0. [PMID: 39004300 DOI: 10.1016/j.acap.2024.07.003] [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: 04/11/2024] [Revised: 07/01/2024] [Accepted: 07/04/2024] [Indexed: 07/16/2024]
Abstract
OBJECTIVE To assess the association between Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection and long-term quality of life (QoL). METHODS Prospective cohort study with 6- and 12-months follow-up conducted in 14 Canadian institutions. Children tested for SARS-CoV-2 between August 2020 and February 2022 were eligible. QoL was measured using PedsQL-4.0, overall health status scores 6- and 12-months after testing. RESULTS Among SARS-CoV-2 positive and negative participants eligible for long-term follow-up, 74.8% (505/675) and 71.8% (1106/1541) at 6- and 59.0% (727/1233) and 68.1% (2520/3699) at 12-months, completed follow-up, respectively. Mean ± SD PedsQL scores did not differ between positive and negative groups; difference: -0.86 (95% CI: -2.33, 0.61) at 6- and -0.48 (95% CI: -1.6, 0.64) at 12-months, respectively. SARS-CoV-2 test-positivity was associated with higher social subscale scores. Although in bivariate analysis, overall health status at 6-months was higher among SARS-CoV-2 cases [difference: 2.16 (95% CI: 0.80, 3.53)], after adjustment for co-variates, SARS-CoV-2 infection was not independently associated with total PedsQL or overall health status at either time point. Parental perception of recovery did not differ based on SARS-CoV-2 test-status at either time point. CONCLUSIONS SARS-CoV-2 infection was not associated with QoL, overall health status, or parental perception of recovery 6- and 12-months following infection.
Collapse
Affiliation(s)
- Frederick Dun-Dery
- Department of Pediatrics (F Dun-Dery), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Jianling Xie
- Section of Pediatric Emergency Medicine (J Xie), Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kathleen Winston
- Department of Pediatrics (K Winston), Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Brett Burstein
- Division of Pediatric Emergency Medicine (B Burstein), Department of Pediatrics, Montreal Children's Hospital, McGill University Health Centre, Montreal, Quebec, Canada; Department of Epidemiology (B Burstein), Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Jason Emsley
- Department of Emergency Medicine (J Emsley), IWK Children's Health Centre and Queen Elizabeth II Health Sciences Centre, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Vikram Sabhaney
- Department of Pediatrics and British Columbia Children's Hospital Research Institute, BC Children's Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jocelyn Gravel
- Department of Pediatric Emergency Medicine (J Gravel), Centre Hospitalier Universitaire (CHU) Sainte-Justine, Université de Montréal, Montreal, Quebec, Canada
| | - Roger Zemek
- Department of Pediatrics (R Zemek), University of Ottawa, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Department of Emergency Medicine (R Zemek), University of Ottawa, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - April Kam
- Division of Emergency Medicine (A Kam), Department of Pediatrics, McMaster Children's Hospital, Hamilton, Ontario, Canada
| | - Ahmed Mater
- Section of Pediatric Emergency (A Mater), Department of Pediatrics, Jim Pattison Children's Hospital, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Darcy Beer
- Department of Pediatrics and Child Health (D Beer), The Children's Hospital of Winnipeg, Children's Hospital Research Institute of Manitoba, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Gabrielle Freire
- Division of Emergency Medicine (G Freire), Department of Paediatrics, Hospital for Sick Children, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Naveen Poonai
- Department of Paediatrics (N Poonai), Schulich School of Medicine & Dentistry, London, Ontario, Canada; Department of Internal Medicine (N Poonai), Schulich School of Medicine & Dentistry, London, Ontario, Canada; Department of Epidemiology & Biostatistics (N Poonai), Schulich School of Medicine & Dentistry, London, Ontario, Canada
| | - Simon Berthelot
- Département de Médecine de Famille et de Médecine d'Urgence (S Berthelot), CHU de Québec-Université Laval, Québec City, Quebec, Canada
| | - Robert Porter
- Janeway Children's Health and Rehabilitation Centre (R Porter), NL Health Services, St John's, Newfoundland and Labrador, St. John's, Newfoundland, Canada
| | - Anne Moffatt
- Department of Paediatrics (A Moffatt), Kingston Health Sciences Centre, Queen's University, Kingston, Ontario, Canada
| | - Marina Salvadori
- Public Health Agency of Canada (M Salvadori), Ottawa, Ontario, Canada; Department of Pediatrics (M Salvadori), McGill University, Montreal, Quebec, Canada
| | - Andrew Dixon
- Section of Pediatric Emergency Medicine (A Dixon), Departments of Pediatric, Women's and Children's Health Research Institute, University of Alberta, Edmonton, Alberta, Canada
| | - Stephen B Freedman
- Sections of Pediatric Emergency Medicine and Gastroenterology (SB Freedman), Departments of Pediatrics and Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
| |
Collapse
|
3
|
Faux‐Nightingale A, Somayajula G, Bradbury C, Bray L, Burton C, Chew‐Graham CA, Gardner A, Griffin A, Twohig H, Welsh V. Coproducing Health Information Materials With Young People: Reflections and Lessons Learned. Health Expect 2024; 27:e14115. [PMID: 38879786 PMCID: PMC11180295 DOI: 10.1111/hex.14115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 05/22/2024] [Accepted: 05/27/2024] [Indexed: 06/19/2024] Open
Abstract
BACKGROUND This paper describes and critically reflects on how children and young people (CYP) acted as public advisors to coproduce health information materials about Long Covid for younger audiences. This work was underpinned by the Lundy model, a framework which provides guidance on facilitating CYP to actively contribute to matters which affect them. METHODS Coproduction activity sessions took place with CYP in schools as well as video conferences with a CYP stakeholder group and CYP with Long Covid. Activities encouraged CYP to focus on the content, format, and design of materials and used problem-based and collaborative learning to encourage engagement with the project. Using a range of methods and open discussion, CYP codesigned a series of Long Covid health information materials for younger audiences. RESULTS Sixty-six CYP (aged 10-18), and two young adults were involved. CYP codesigned specifications for the final materials and provided feedback on early designs. The project led to the development of a series of health information materials targeted at CYP: a short social media campaign with six short videos and a 12-page illustrated leaflet about Long Covid; released on social media and distributed in local area. All the CYP were positive about the project and their involvement. DISCUSSION Involving CYP led to the development of innovative and engaging information materials (influence). Developing rapport was important when working with CYP and this was facilitated by using approaches and activities to establish an environment (space) where the CYP felt comfortable sharing their views (voice) and being listened to (audience) by the adults in the project. Working with external groups who are willing to share their expertise can help the meaningful involvement of voices 'less heard'. PUBLIC CONTRIBUTION One CYP coapplicant contributed to the project design and facilitation of PPIE sessions, 64 CYP were involved in the PPIE sessions to design and feedback on materials. Two young adult media producers worked with CYP to produce these materials, another CYP supported this process. Three public contributors were involved in the preparation of this manuscript.
Collapse
Affiliation(s)
| | | | | | - Lucy Bray
- Faculty of Health, Social Care and MedicineEdge HillOrmskirkUK
| | - Claire Burton
- School of MedicineKeele UniversityNewcastle‐under‐LymeUK
| | | | - Aaliyah Gardner
- Media Studies, School of HumanitiesKeele UniversityNewcastle‐under‐LymeUK
| | - Alex Griffin
- Media Studies, School of HumanitiesKeele UniversityNewcastle‐under‐LymeUK
| | - Helen Twohig
- School of MedicineKeele UniversityNewcastle‐under‐LymeUK
| | - Victoria Welsh
- School of MedicineKeele UniversityNewcastle‐under‐LymeUK
| |
Collapse
|
4
|
Mitsikostas DD, Caronna E, De Tommaso M, Deligianni CI, Ekizoglu E, Bolay H, Göbel CH, Kristoffersen ES, Lampl C, Moro E, Pozo‐Rosich P, Sellner J, Terwindt G, Irimia‐Sieira P. Headaches and facial pain attributed to SARS-CoV-2 infection and vaccination: a systematic review. Eur J Neurol 2024; 31:e16251. [PMID: 38415282 PMCID: PMC11235838 DOI: 10.1111/ene.16251] [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: 09/12/2023] [Revised: 01/23/2024] [Accepted: 02/01/2024] [Indexed: 02/29/2024]
Abstract
BACKGROUND AND PURPOSE The aim was to provide insights to the characteristics of headache in the context of COVID-19 on behalf of the Headache Scientific Panel and the Neuro-COVID-19 Task Force of the European Academy of Neurology (EAN) and the European Headache Federation (EHF). METHODS Following the Delphi method the Task Force identified six relevant questions and then conducted a systematic literature review to provide evidence-based answers and suggest specific diagnostic criteria. RESULTS No data for facial pain were identified in the literature search. (1) Headache incidence during acute COVID-19 varies considerably, with higher prevalence rates in prospective compared to retrospective studies (28.9%-74.6% vs. 6.5%-34.0%). (2) Acute COVID-19 headache is usually bilateral or holocranial and often moderate to severe with throbbing pain quality lasting 2-14 days after first signs of COVID-19; photo-phonophobia, nausea, anosmia and ageusia are common associated features; persistent headache shares similar clinical characteristics. (3) Acute COVID-19 headache is presumably caused by immune-mediated mechanisms that activate the trigeminovascular system. (4) Headache occurs in 13.3%-76.9% following SARS-CoV-2 vaccination and occurs more often amongst women with a pre-existing primary headache; the risk of developing headache is higher with the adenoviral-vector-type vaccines than with other preparations. (5) Headache related to SARS-CoV-2 vaccination is mostly bilateral, and throbbing, pressing, jolting or stabbing. (6) No studies have been conducted investigating the underlying mechanism of headache attributed to SARS-CoV-2 vaccines. CONCLUSION The results of this joint EAN/EHF initiative provide a framework for a better understanding of headache in the context of SARS-CoV-2 infection and vaccination.
Collapse
Affiliation(s)
| | - Edoardo Caronna
- Headache Unit, Neurology DepartmentHospital Universitari Vall d'HebronBarcelonaSpain
- Headache and Neurological Pain Research Group, Department of MedicineVall d'Hebron Research Institute, Universitat Autònoma de BarcelonaBarcelonaSpain
| | - Marina De Tommaso
- Neurophysiopathology Unit, DiBrain DepartmentAldo Moro UniversityBariItaly
| | | | - Esme Ekizoglu
- Department of Neurology, Faculty of MedicineIstanbul University, IstanbulIstanbulTurkey
| | - Hayrunnisa Bolay
- Department of Neurology and Algology, NÖROMGazi University AnkaraAnkaraTurkey
| | - Carl H. Göbel
- Department of NeurologyUniversity Hospital Schleswig‐HolsteinLübeckGermany
| | - Espen Saxhaug Kristoffersen
- Department of NeurologyAkershus University HospitalLørenskogNorway
- NorHEAD, Norwegian Centre for Headache ResearchAkershus University HospitalLørenskogNorway
- Department of General Practice, HELSAMUniversity of OsloOsloNorway
| | - Christian Lampl
- Department of Neurology and Stroke UnitKonventhospital Barmherzige Brüder LinzLinzAustria
- Headache Medical Center LinzLinzAustria
| | - Elena Moro
- Division of Neurology, CHU of Grenoble, Grenoble Institute of Neurosciences, Grenoble Alpes UniversityGrenobleFrance
| | - Patricia Pozo‐Rosich
- Headache Unit, Neurology DepartmentHospital Universitari Vall d'HebronBarcelonaSpain
- Headache and Neurological Pain Research Group, Department of MedicineVall d'Hebron Research Institute, Universitat Autònoma de BarcelonaBarcelonaSpain
| | - Johann Sellner
- Department of NeurologyLandesklinikum Mistelbach‐GänserndorfMistelbachAustria
| | - Gisela Terwindt
- Department of NeurologyLeiden University Medical CenterLeidenThe Netherlands
| | | |
Collapse
|
5
|
Mao Z, Li X, Jit M, Beutels P. COVID-19-related health utility values and changes in COVID-19 patients and the general population: a scoping review. Qual Life Res 2024; 33:1443-1454. [PMID: 38206454 DOI: 10.1007/s11136-023-03584-x] [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] [Accepted: 12/07/2023] [Indexed: 01/12/2024]
Abstract
PURPOSE To summarise the diverse literature reporting the impact of COVID-19 on health utility in COVID-19 patients as well as in general populations being affected by COVID-19 control policies. METHODS A literature search up to April 2023 was conducted to identify papers reporting health utility in COVID-19 patients or in COVID-19-affected general populations. We present a narrative synthesis of the health utility values/losses of the retained studies to show the mean health utility values/losses with 95% confidence intervals. Mean utility values/losses for categories defined by medical attendance and data collection time were calculated using random-effects models. RESULTS In total, 98 studies-68 studies on COVID-19 patients and 30 studies on general populations-were retained for detailed review. Mean (95% CI) health utility values were 0.83 (0.81, 0.86), 0.78 (0.73, 0.83), 0.82 (0.78, 0.86) and 0.71 (0.65, 0.78) for general populations, non-hospitalised, hospitalised and ICU patients, respectively, irrespective of the data collection time. Mean utility losses in patients and general populations ranged from 0.03 to 0.34 and from 0.02 to 0.18, respectively. CONCLUSIONS This scoping review provides a summary of the health utility impact of COVID-19 and COVID-19 control policies. COVID-19-affected populations were reported to have poor health utility, while a high degree of heterogeneity was observed across studies. Population- and/or country-specific health utility is recommended for use in future economic evaluation on COVID-19-related interventions.
Collapse
Affiliation(s)
- Zhuxin Mao
- Centre for Health Economics Research and Modelling Infectious Diseases (CHERMID), University of Antwerp, Antwerp, Belgium.
| | - Xiao Li
- Centre for Health Economics Research and Modelling Infectious Diseases (CHERMID), University of Antwerp, Antwerp, Belgium
| | - Mark Jit
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
- Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Philippe Beutels
- Centre for Health Economics Research and Modelling Infectious Diseases (CHERMID), University of Antwerp, Antwerp, Belgium
| |
Collapse
|
6
|
Carlile O, Briggs A, Henderson AD, Butler-Cole BF, Tazare J, Tomlinson LA, Marks M, Jit M, Lin LY, Bates C, Parry J, Bacon SC, Dillingham I, Dennison WA, Costello RE, Walker AJ, Hulme W, Goldacre B, Mehrkar A, MacKenna B, Herrett E, Eggo RM. Impact of long COVID on health-related quality-of-life: an OpenSAFELY population cohort study using patient-reported outcome measures (OpenPROMPT). THE LANCET REGIONAL HEALTH. EUROPE 2024; 40:100908. [PMID: 38689605 PMCID: PMC11059448 DOI: 10.1016/j.lanepe.2024.100908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/22/2024] [Accepted: 04/04/2024] [Indexed: 05/02/2024]
Abstract
Background Long COVID is a major problem affecting patient health, the health service, and the workforce. To optimise the design of future interventions against COVID-19, and to better plan and allocate health resources, it is critical to quantify the health and economic burden of this novel condition. We aimed to evaluate and estimate the differences in health impacts of long COVID across sociodemographic categories and quantify this in Quality-Adjusted Life-Years (QALYs), widely used measures across health systems. Methods With the approval of NHS England, we utilised OpenPROMPT, a UK cohort study measuring the impact of long COVID on health-related quality-of-life (HRQoL). OpenPROMPT invited responses to Patient Reported Outcome Measures (PROMs) using a smartphone application and recruited between November 2022 and October 2023. We used the validated EuroQol EQ-5D questionnaire with the UK Value Set to develop disutility scores (1-utility) for respondents with and without Long COVID using linear mixed models, and we calculated subsequent Quality-Adjusted Life-Months (QALMs) for long COVID. Findings The total OpenPROMPT cohort consisted of 7575 individuals who consented to data collection, with which we used data from 6070 participants who completed a baseline research questionnaire where 24.6% self-reported long COVID. In multivariable regressions, long COVID had a consistent impact on HRQoL, showing a higher likelihood or odds of reporting loss in quality-of-life (Odds Ratio (OR): 4.7, 95% CI: 3.72-5.93) compared with people who did not report long COVID. Reporting a disability was the largest predictor of losses of HRQoL (OR: 17.7, 95% CI: 10.37-30.33) across survey responses. Self-reported long COVID was associated with an 0.37 QALM loss. Interpretation We found substantial impacts on quality-of-life due to long COVID, representing a major burden on patients and the health service. We highlight the need for continued support and research for long COVID, as HRQoL scores compared unfavourably to patients with conditions such as multiple sclerosis, heart failure, and renal disease. Funding This research was supported by the National Institute for Health and Care Research (NIHR) (OpenPROMPT: COV-LT2-0073).
Collapse
Affiliation(s)
- Oliver Carlile
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Andrew Briggs
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | | | - Ben F.C. Butler-Cole
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, OX2 6GG, UK
| | - John Tazare
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Laurie A. Tomlinson
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Michael Marks
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
- Hospital for Tropical Diseases, University College London Hospital, London, WC1E 6JD, UK
- Division of Infection and Immunity, University College London, London, WC1E 6BT, UK
| | - Mark Jit
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Liang-Yu Lin
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Chris Bates
- TPP, TPP House, 129 Low Lane, Horsforth, Leeds, LS18 5PX, UK
| | - John Parry
- TPP, TPP House, 129 Low Lane, Horsforth, Leeds, LS18 5PX, UK
| | - Sebastian C.J. Bacon
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, OX2 6GG, UK
| | - Iain Dillingham
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, OX2 6GG, UK
| | | | - Ruth E. Costello
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Alex J. Walker
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, OX2 6GG, UK
| | - William Hulme
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, OX2 6GG, UK
| | - Ben Goldacre
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, OX2 6GG, UK
| | - Amir Mehrkar
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, OX2 6GG, UK
| | - Brian MacKenna
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, OX2 6GG, UK
| | - Emily Herrett
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Rosalind M. Eggo
- London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| |
Collapse
|
7
|
Faux-Nightingale A, Saunders B, Burton C, Chew-Graham CA, Somayajula G, Twohig H, Welsh V. Experiences and care needs of children with long COVID: a qualitative study. BJGP Open 2024; 8:BJGPO.2023.0143. [PMID: 37914226 PMCID: PMC11169971 DOI: 10.3399/bjgpo.2023.0143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/10/2023] [Accepted: 10/26/2023] [Indexed: 11/03/2023] Open
Abstract
BACKGROUND Long COVID, the patient-preferred term, describes symptoms persisting after an acute episode of COVID-19 infection. Symptoms in children and young people (CYP) can affect daily routine, with broader impacts on education, health-related quality of life, and social activities, which may have long-term effects on health and wellbeing. AIM To explore the lived experiences and care needs of CYP with long COVID from the perspectives of CYP with long COVID, their parents, and professionals associated with the care of children and families living with the condition. DESIGN & SETTING CYP and their parent or carer were invited for interview following participation in a cohort study, which recruited the sample from a primary care setting. METHOD Interviews were carried out with four CYP with long COVID (all female, aged 10-17 years); three interviews included a parent. Two focus groups were conducted, which included seven professionals involved with care of CYP or long COVID, from a range of disciplines. Interviews and focus groups were transcribed verbatim, and data analysed thematically using constant comparison techniques. RESULTS The three main themes presented are as follows: living with long COVID; uncertainty surrounding long COVID; and seeking help for symptoms. CONCLUSION Long COVID can severely impact the lives of CYP and their families. CYP and their families need to be listened to by professionals and have any uncertainties acknowledged. It is imperative that agencies working with them understand the condition and its impact, and are able to offer support where needed.
Collapse
Affiliation(s)
| | | | - Claire Burton
- School of Medicine, Keele University, Staffordshire, UK
| | | | | | - Helen Twohig
- School of Medicine, Keele University, Staffordshire, UK
| | | |
Collapse
|
8
|
Calcaterra V, Tagi VM, D'Auria E, Lai A, Zanelli S, Montanari C, Biganzoli EM, Marano G, Borghi E, Massa V, Riva A, Zuccotti G. Long-term effects of SARS-CoV-2 infection in hospitalized children: findings from an Italian single-center study. Ital J Pediatr 2024; 50:27. [PMID: 38355648 PMCID: PMC10865522 DOI: 10.1186/s13052-024-01596-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 01/15/2024] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND Limited evidence exists regarding the association between COVID-19 and Long COVID manifestations in children, particularly concerning variants of concern (VOCs). We aimed to characterize a cohort of pediatric patients hospitalized with confirmed acute SARS-CoV-2 and monitor them for Long COVID symptoms. Additionally, it seeks to explore any potential correlations between VOCs and clinical symptoms. METHODS We conducted a prospective study involving children hospitalized from November 2021 to March 2023, with confirmed acute SARS-CoV-2 infection. A telephone survey was conducted at 3-6-12 months after discharge. RESULTS We included 167 patients (77 F/90 M). Upon hospital admission, 95.5% of patients presented as symptomatic. Regarding patients for whom it was feasible to determine the SARS-CoV-2 variant (n = 51), the Delta variant was identified in 11 children (21.6%) and Omicron variant in the remaining 40 patients (78.4%: 27.5% BA.1 variant; 15% BA.2 variant; 57.5% BA.5 variant). 19 patients (16.5%) reported experiencing at least one symptom indicative of Long COVID (weight loss 31.6%, inappetence 26.3%, chronic cough 21.1%, fatigue 21.1%, and sleep disturbances, wheezing, abdominal pain and mood disorders 15.8%). In only 4 patients with Long COVID we could identified a specific SARS-CoV-2 variant (3 Omicron: 2 BA.1 and 1 BA.2; 1 Delta). CONCLUSIONS this study underscores that long COVID is a significant concern in the pediatric population. Our data reinforce the importance of continuously monitoring the impact of long-COVID in infants, children, and adolescents. A follow-up following SARS-CoV-2 infection is therefore advisable, with symptom investigation tailored to the patient's age.
Collapse
Affiliation(s)
- Valeria Calcaterra
- Department of Internal Medicine and Therapeutics, University of Pavia, Via Aselli 2, 27100, Pavia, Italy.
- Pediatric Department, Buzzi Children's Hospital, 20154, Milano, Italy.
| | - Veronica Maria Tagi
- Pediatric Department, Buzzi Children's Hospital, 20154, Milano, Italy
- Department of Biomedical and Clinical Sciences, University of Milan, 20157, Milan, Italy
| | - Enza D'Auria
- Pediatric Department, Buzzi Children's Hospital, 20154, Milano, Italy
| | - Alessia Lai
- Department of Biomedical and Clinical Sciences, University of Milan, 20157, Milan, Italy
| | - Sara Zanelli
- Pediatric Department, Buzzi Children's Hospital, 20154, Milano, Italy
| | - Chiara Montanari
- Pediatric Department, Buzzi Children's Hospital, 20154, Milano, Italy
- Department of Biomedical and Clinical Sciences, University of Milan, 20157, Milan, Italy
| | - Elia Maria Biganzoli
- Department of Biomedical and Clinical Sciences, University of Milan, 20157, Milan, Italy
| | - Giuseppe Marano
- Department of Biomedical and Clinical Sciences, University of Milan, 20157, Milan, Italy
| | - Elisa Borghi
- Department of Health Sciences, University of Milan, 20142, Milan, Italy
| | - Valentina Massa
- Department of Health Sciences, University of Milan, 20142, Milan, Italy
| | - Agostino Riva
- Department of Biomedical and Clinical Sciences, University of Milan, 20157, Milan, Italy
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, 20157, Milan, Italy
| | - Gianvincenzo Zuccotti
- Pediatric Department, Buzzi Children's Hospital, 20154, Milano, Italy
- Department of Biomedical and Clinical Sciences, University of Milan, 20157, Milan, Italy
| |
Collapse
|
9
|
Soare IA, Ansari W, Nguyen JL, Mendes D, Ahmed W, Atkinson J, Scott A, Atwell JE, Longworth L, Becker F. Health-related quality of life in mild-to-moderate COVID-19 in the UK: a cross-sectional study from pre- to post-infection. Health Qual Life Outcomes 2024; 22:12. [PMID: 38287294 PMCID: PMC10826014 DOI: 10.1186/s12955-024-02230-5] [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: 06/20/2023] [Accepted: 01/09/2024] [Indexed: 01/31/2024] Open
Abstract
BACKGROUND The aim of this study was to estimate the impact of mild-to-moderate COVID-19 on health-related quality of life (HRQoL) over time among individuals in the United Kingdom, adding to the evidence base that had focussed on severe COVID-19. METHODS A bespoke online survey was administered to individuals who self-reported a positive COVID-19 test. An amended version of a validated generic HRQoL instrument (EQ-5D-5L) was used to measure HRQoL retrospectively at different timepoints over the course of an infection: pre-COVID-19, acute COVID-19, and long COVID. In addition, HRQoL post-COVID-19 was captured by the original EQ-5D-5L questionnaire. A mixed-effects model was used to estimate changes in HRQoL over time, adjusted for a range of variables correlated with HRQoL. RESULTS The study recruited 406 participants: (i) 300 adults and 53 adolescents with mild-to-moderate COVID-19 who had not been hospitalised for COVID-19 during acute COVID-19, and (ii) 53 adults who had been hospitalised for COVID-19 in the acute phase and who had been recruited for validation purposes. Data were collected between January and April 2022. Among participants included in the base-case analysis, EQ-5D-5L utility scores were lower during both acute COVID-19 (β=-0.080, p = 0.001) and long COVID (β=-0.072, p < 0.001) compared to pre COVID-19. In addition, EQ-5D-5L utility scores post-COVID-19 were found to be similar to the EQ-5D-5L utility scores before COVID-19, including for patients who had been hospitalised for COVID-19 during the acute phase or for those who had experienced long COVID. Moreover, being hospitalised in the acute phase was associated with additional utility decrements during both acute COVID-19 (β=-0.147, p = 0.026) and long (β=-0.186, p < 0.001) COVID. CONCLUSION Patients perceived their HRQoL to have varied significantly over the course of a mild-to-moderate COVID-19 infection. However, HRQoL was found to return to pre-COVID-19 levels, even for patients who had been hospitalised for COVID-19 during the acute phase or for those who had experienced long COVID.
Collapse
Affiliation(s)
| | | | | | | | - Waqas Ahmed
- PHMR Limited, Ashby Business Park, Nottingham Road, LE651NG, Ashby-De-La-Zouch, UK
| | | | | | | | - Louise Longworth
- PHMR Limited, Ashby Business Park, Nottingham Road, LE651NG, Ashby-De-La-Zouch, UK
| | - Frauke Becker
- PHMR Limited, Ashby Business Park, Nottingham Road, LE651NG, Ashby-De-La-Zouch, UK
| |
Collapse
|
10
|
Franco JVA, Garegnani LI, Metzendorf MI, Heldt K, Mumm R, Scheidt-Nave C. Post-covid-19 conditions in adults: systematic review and meta-analysis of health outcomes in controlled studies. BMJ MEDICINE 2024; 3:e000723. [PMID: 38293681 PMCID: PMC10826558 DOI: 10.1136/bmjmed-2023-000723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 12/27/2023] [Indexed: 02/01/2024]
Abstract
Objective To assess the impact of post-covid-19 conditions among adults. Design Systematic review and meta-analysis of health outcomes in controlled studies. Data sources Two sources were searched from database inception to 20 October 2022: Cochrane covid-19 study register (comprising Cochrane Central Register of Controlled Trials, Medline, Embase, clinicalTrials.gov, World Health Organization's International Clinical Trials Registry Platform, medRxiv) and WHO's covid-19 research database. Eligibility criteria Cohort studies recruiting more than 100 participants with a control group and a follow-up of at least 12 weeks were included. Adults who were documented to have SARS-CoV-2 infection based on clinical, imaging, or laboratory criteria were included. Data extraction and synthesis Two independent reviewers extracted data. The main outcomes included quality of life, functionality in daily activities, use of resources, recovery rates (cluster of symptoms), and the incidence of new medical diagnoses. Data were pooled using a random effects model. The risk of bias was assessed with the Joanna Briggs Institute critical appraisal tool for cohort studies. Results We included 63 controlled cohort studies, encompassing more than 96 million participants. Based on five studies, we found a reduction in overall quality of life between individuals with confirmed SARS-CoV-2 infection versus controls at six to 24 months follow-up, although heterogeneity was very high (mean difference in EQ-5D scale -5.28 (95% confidence interval -7.88 to 2.68; I2=93.81%). Evidence from ten studies, which could not be pooled in a meta-analysis, indicated that an increased rate of functional impairment associated with SARS-CoV-2 infection. Use of care increased compared with controls at six to 24 months follow-up at intensive care units (risk ratio 2.00 (95% confidence interval 0.69 to 5.80), five studies, I2=91.96%) and in outpatient care (1.12 (1.01 to 1.24), seven studies, I2=99.51%). Regarding persistent symptoms, individuals with documented SARS-CoV-2 infection had an increased risk of having two or more persistent symptoms at follow-up, especially those related to neurological clusters (ie, risk ratio 1.51 (95% confidence interval 1.17 to 1.93), I2=98.91%). Evidence also showed an increased incidence of a wide variety of metabolic, cardiovascular, neurological, respiratory, haematological and other incident diagnoses. Conclusion Evidence suggests functional impairment after SARS-CoV-2 infection, in addition to a higher use of resources and a higher incidence of widely varying medical diagnoses. These results should be interpreted with caution, considering the high heterogeneity across studies and study limitations related to outcome measurement and attrition of participants. Systematic review registration Open Science Framework, osf.io/drm39.
Collapse
Affiliation(s)
- Juan Victor Ariel Franco
- Institute of General Practice, Medical Faculty, Heinrich-Heine-Universitat Dusseldorf, Dusseldorf, Nordrhein-Westfalen, Germany
| | | | - Maria-Inti Metzendorf
- Institute of General Practice, Medical Faculty, Heinrich-Heine-Universitat Dusseldorf, Dusseldorf, Nordrhein-Westfalen, Germany
| | - Katharina Heldt
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Rebekka Mumm
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Christa Scheidt-Nave
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| |
Collapse
|
11
|
Kim Y, Bae S, Chang HH, Kim SW. Characteristics of long COVID and the impact of COVID-19 vaccination on long COVID 2 years following COVID-19 infection: prospective cohort study. Sci Rep 2024; 14:854. [PMID: 38191556 PMCID: PMC10774352 DOI: 10.1038/s41598-023-50024-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 12/14/2023] [Indexed: 01/10/2024] Open
Abstract
This prospective cohort study aimed to identify characteristics of long COVID and any potential mitigating effects of COVID-19 vaccinations in patients 24 months following COVID-19 infection. Adult patients diagnosed with COVID-19 between February 17, 2020, and March 24, 2020, were scheduled to visit the study hospital four times (6, 12, 18, and 24 months after infection) to assess their symptoms, quality of life, and mental health. Among the 235 patients, 121 (51.5%) completed the study visits. Of these, 59.5% were female, with a median age of 52 years. Mild to moderate disease severity were identified in 101 (83.4%) patients. A total of 75 participants (62.0%) were still experiencing long COVID symptoms 24 months after acute infection. Fatigue, amnesia, difficulty concentrating, and insomnia were the most common symptoms. The frequency of neuropsychiatric symptoms did not differ based on vaccination status or the number of doses received. Quality of life improved over time for the participants, but 32.2% of respondents still reported anxiety/depression at the end of the study. Overall, our cohort demonstrates that long COVID can persist up to 24 months after COVID-19 infection, affecting mental health and quality of life.
Collapse
Affiliation(s)
- Yoonjung Kim
- Division of Infectious Diseases, Department of Internal Medicine, School of Medicine, Kyungpook National University Hospital, Kyungpook National University, 130, Dongdeok-ro, Jung-gu, Daegu, 41944, Republic of Korea
| | - Sohyun Bae
- Division of Infectious Diseases, Department of Internal Medicine, School of Medicine, Kyungpook National University Hospital, Kyungpook National University, 130, Dongdeok-ro, Jung-gu, Daegu, 41944, Republic of Korea
| | - Hyun-Ha Chang
- Division of Infectious Diseases, Department of Internal Medicine, School of Medicine, Kyungpook National University Hospital, Kyungpook National University, 130, Dongdeok-ro, Jung-gu, Daegu, 41944, Republic of Korea
| | - Shin-Woo Kim
- Division of Infectious Diseases, Department of Internal Medicine, School of Medicine, Kyungpook National University Hospital, Kyungpook National University, 130, Dongdeok-ro, Jung-gu, Daegu, 41944, Republic of Korea.
| |
Collapse
|
12
|
Joshi K, Scholz S, Maschio M, Kohli M, Lee A, Fust K, Ultsch B, Van de Velde N, Beck E. Clinical impact and cost-effectiveness of the updated COVID-19 mRNA Autumn 2023 vaccines in Germany. J Med Econ 2024; 27:39-50. [PMID: 38050685 DOI: 10.1080/13696998.2023.2290388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 11/29/2023] [Indexed: 12/06/2023]
Abstract
OBJECTIVES To assess the potential clinical impact and cost-effectiveness of coronavirus disease 2019 (COVID-19) mRNA vaccines updated for Autumn 2023 in adults aged ≥60 years and high-risk persons aged 30-59 years in Germany over a 1-year analytic time horizon (September 2023-August 2024). METHODS A compartmental Susceptible-Exposed-Infected-Recovered model was updated and adapted to the German market. Numbers of symptomatic infections, a number of COVID-19 related hospitalizations and deaths, costs, and quality-adjusted life-years (QALYs) gained were calculated using a decision tree model. The incremental cost-effectiveness ratio of an Autumn 2023 Moderna updated COVID-19 (mRNA-1273.815) vaccine was compared to no additional vaccination. Potential differences between the mRNA-1273.815 and the Autumn Pfizer-BioNTech updated COVID-19 (XBB.1.5 BNT162b2) vaccines, as well as societal return on investment for the mRNA-1273.815 vaccine relative to no vaccination, were also examined. RESULTS Compared to no autumn vaccination, the mRNA-1273.815 campaign is predicted to prevent approximately 1,697,900 symptomatic infections, 85,400 hospitalizations, and 4,100 deaths. Compared to an XBB.1.5 BNT162b2 campaign, the mRNA-1273.815 campaign is also predicted to prevent approximately 90,100 symptomatic infections, 3,500 hospitalizations, and 160 deaths. Across both analyses we found the mRNA-1273.815 campaign to be dominant. CONCLUSIONS The mRNA-1273.815 vaccine can be considered cost-effective relative to the XBB.1.5 BNT162b2 vaccine and highly likely to provide more benefits and save costs compared to no vaccine in Germany, and to offer high societal return on investment.
Collapse
Affiliation(s)
| | | | | | - Michele Kohli
- Quadrant Health Economics Inc, Cambridge, ON, Canada
| | - Amy Lee
- Quadrant Health Economics Inc, Cambridge, ON, Canada
| | - Kelly Fust
- Quadrant Health Economics Inc, Cambridge, ON, Canada
| | | | | | | |
Collapse
|
13
|
Harrison C, Butfield R, Yarnoff B, Yang J. Modeling the potential public health and economic impact of different COVID-19 booster dose vaccination strategies with an adapted vaccine in the United Kingdom. Expert Rev Vaccines 2024; 23:730-739. [PMID: 39072472 DOI: 10.1080/14760584.2024.2383343] [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: 05/29/2024] [Revised: 07/15/2024] [Accepted: 07/18/2024] [Indexed: 07/30/2024]
Abstract
BACKGROUND Updating vaccines is essential for combatting emerging coronavirus disease 2019 (COVID-19) variants. This study assessed the public health and economic impact of a booster dose of an adapted vaccine in the United Kingdom (UK). METHODS A Markov-decision tree model estimated the outcomes of vaccination strategies targeting various age and risk groups in the UK. Age-specific data derived from published sources were used. The model estimated case numbers, deaths, hospitalizations, medical costs, and societal costs. Scenario analyses were conducted to explore uncertainty. RESULTS Vaccination targeting individuals aged ≥ 65 years and the high-risk population aged 12-64 years was estimated to avert 701,549 symptomatic cases, 5,599 deaths, 18,086 hospitalizations, 56,326 post-COVID condition cases, and 38,263 lost quality-adjusted life years (QALYs), translating into direct and societal cost savings of £112,174,054 and £542,758,682, respectively. The estimated economically justifiable price at willingness-to-pay thresholds of £20,000 and £30,000 per QALY was £43 and £61, respectively, from the payer perspective and £64 and £82, respectively, from the societal perspective. Expanding to additional age groups improved the public health impact. CONCLUSIONS Targeting individuals aged ≥ 65 years and those aged 12-64 years at high risk yields public health gains, but expansion to additional age groups provides additional gains.
Collapse
Affiliation(s)
| | | | - Ben Yarnoff
- Modelling and Simulatio, Evidera Inc, Bethseda, MD, USA
| | | |
Collapse
|
14
|
Chuang HJ, Lin CW, Hsiao MY, Wang TG, Liang HW. Long COVID and rehabilitation. J Formos Med Assoc 2024; 123 Suppl 1:S61-S69. [PMID: 37061399 PMCID: PMC10101546 DOI: 10.1016/j.jfma.2023.03.022] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 03/28/2023] [Accepted: 03/29/2023] [Indexed: 04/17/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) has caused tremendous morbidity and mortality worldwide. The large number of post-COVID survivors has drawn attention to the management of post-COVID condition, known as long COVID. This review examines current knowledge of long COVID, regarding its epidemiology, mechanism, and clinical presentations in both adults and children. We also review the rehabilitation principles, modules, and effects, and share Taiwan's efforts to provide a top-down, nationwide care framework for long COVID patients. Dyspnea, chronic cough, and fatigue are the most commonly reported symptoms in the first 6 months after infection, but cognitive impairment and psychological symptoms may persist beyond this time. Several possible mechanisms behind these symptoms were proposed, but remained unconfirmed. These symptoms negatively impact individuals' function, activities, participation and quality of life. Rehabilitation is a key element of management to achieve functional improvement. Early management should start with comprehensive evaluation and identification of red flags. Exercise-based therapy, an essential part of management of long COVID, can be conducted with different modules, including telerehabilitation. Post-exertional symptom exacerbation and orthostatic hypotension should be carefully monitored during exercise. Randomized control trials with a large sample size are needed to determine the optimal timing, dosage, and modules.
Collapse
Affiliation(s)
- Hung-Jui Chuang
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital and College Medicine, Taipei, Taiwan, ROC
| | - Chia-Wei Lin
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital and College Medicine, Taipei, Taiwan, ROC
| | - Ming-Yen Hsiao
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital and College Medicine, Taipei, Taiwan, ROC
| | - Tyng-Guey Wang
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital and College Medicine, Taipei, Taiwan, ROC
| | - Huey-Wen Liang
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital and College Medicine, Taipei, Taiwan, ROC; Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan, ROC.
| |
Collapse
|
15
|
Aiyegbusi OL. COVID-19 related headaches: epidemiology, pathophysiology, impacts, and management. Curr Opin Neurol 2023; 36:609-614. [PMID: 37865841 DOI: 10.1097/wco.0000000000001219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2023]
Abstract
PURPOSE OF REVIEW This is an expert overview of the recent literature on the nature, epidemiology, pathophysiology, impact, and management of COVID-19 related headache, in the acute phase of infection and in post-COVID-19 syndrome. RECENT FINDINGS Headache is one of the commonest symptoms of COVID-19 during acute infection and it is often experienced by individuals who go on to develop long COVID. There is a higher prevalence of headache in individuals with long COVID who contracted the Delta variant than in those who were infected with the Wuhan or Alpha variants. Headaches related to COVID-19 infection are commoner and may be more intense in women.There are indications that presence of headache might indicate a more benign COVID-19 infection and a better chance of survival. However, the impact of COVID-19 related headache could be substantial leading to poor quality of life in individuals affected. Headache that changes in its nature in terms of frequency and severity should be investigated to exclude cerebrovascular complications. There are promising new therapies for its treatment, but further research is needed. SUMMARY The findings of this review can promote a better understanding of COVID-19 related headache and guide clinicians in the management of patients.
Collapse
Affiliation(s)
- Olalekan Lee Aiyegbusi
- Centre for Patient Reported Outcomes Research, University of Birmingham, Edgbaston
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, University of Birmingham
- NIHR Applied Research Collaboration (ARC) West Midlands
- NIHR Blood and Transplant Research Unit (BTRU) in Precision Therapeutics, Birmingham, UK
| |
Collapse
|
16
|
Virrantaus H, Liira H, Posharina T, Sulg A, Mäntylä T, Kanerva M, Laakso S, Sainio M, Malmivaara A, Vuokko A, Varonen M, Venäläinen M, Arokoski J. Prognosis of patients with long COVID symptoms: a protocol for a longitudinal cohort study at a primary care referred outpatient clinic in Helsinki, Finland. BMJ Open 2023; 13:e072935. [PMID: 37848295 PMCID: PMC10582861 DOI: 10.1136/bmjopen-2023-072935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 09/21/2023] [Indexed: 10/19/2023] Open
Abstract
INTRODUCTION After COVID-19, many continue to experience persistent debilitating symptoms, that is, long COVID. Its most prevalent symptoms are chest pain, difficulties with breathing, painful muscles, ageusia or anosmia, tingling extremities and general tiredness. This paper describes the protocol of the Long COVID Cohort Study to assess the prognosis and prognostic determinants of patients with long COVID by implementing patient-reported outcome measures (PROMs), patient-reported experience measures (PREMs) and clinical examinations during a 1-year follow-up. METHODS AND ANALYSIS This is a prospective, single-site cohort study consisting of administering questionnaires and clinical examinations to adult patients referred to the Clinic for Long-Term Effects of COVID-19 at Helsinki University Hospital (Hospital district of Helsinki and Uusimaa). The referrals are from all healthcare units within HUS and other hospital districts during years 2021-2023. All admitted patients have had laboratory-confirmed COVID-19. The targeted study sample size is 500 participants. The questionnaires are administered at 0, 3, 6 and 12 months. The main outcome variables are the changes in self-reported functional abilities and quality of life. In addition, we will evaluate functional abilities at baseline using neurocognitive evaluation, a 6MWT and a measurement of hand grip strength. The Long COVID Cohort Study will form a quality register for the clinic and characterise the first systematic collection of PROMs, PREMs, questionnaire and clinical examinations related to long COVID in Finland. The Study belongs to a study consortium Long COVID-HORIZON-HLTH-2021-DISEASE-04 that aims to reveal the biomechanisms of long COVID. ETHICS AND DISSEMINATION This study has been approved by the Helsinki University Hospital research ethics committee board, ID HUS/1493/2021 on 6 March 2021. All study participants sign written informed consent for participation. The study findings will be reported for publication in peer-reviewed journals. TRIAL REGISTRATION NUMBER NCT05699512; Pre-results.
Collapse
Affiliation(s)
- Hélène Virrantaus
- Outpatient Clinic for Long-Term Effects of COVID-19, Helsinki University Central Hospital, Helsinki, Finland
| | - Helena Liira
- Outpatient Clinic for Long-Term Effects of COVID-19, Helsinki University Central Hospital, Helsinki, Finland
| | - Tatiana Posharina
- Outpatient Clinic for Long-Term Effects of COVID-19, Helsinki University Central Hospital, Helsinki, Finland
| | - Aleksandra Sulg
- Outpatient Clinic for Long-Term Effects of COVID-19, Helsinki University Central Hospital, Helsinki, Finland
| | - Teemu Mäntylä
- Outpatient Clinic for Long-Term Effects of COVID-19, Helsinki University Central Hospital, Helsinki, Finland
- Brain Centre, Psychiatry, Helsinki University Central Hospital, Helsinki, Finland
| | - Mari Kanerva
- Department of Hospital Hygiene and Infection Control, TYKS Turku University Hospital, Turku, Finland
| | - Sini Laakso
- Clinical Neurosciences, Neurology, Helsinki University Central Hospital, Helsinki, Finland
| | - Markku Sainio
- Outpatient Clinic for Functional Disorders, Helsinki University Central Hospital, Helsinki, Finland
| | - Antti Malmivaara
- Centre for Health and Social Economics, National Institute for Health and Welfare, Helsinki, Finland
| | - Aki Vuokko
- Occupational Medicine, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Mikko Varonen
- Outpatient Clinic for Long-Term Effects of COVID-19, Helsinki University Central Hospital, Helsinki, Finland
| | - Mikko Venäläinen
- Department of Medical Physics, University of Turku, Turku, Finland
| | - Jari Arokoski
- Department of Physical and Rehabilitation Medicine, Helsinki University Central Hospital, Helsinki, Finland
- Department of Surgery, Helsingin yliopisto, Helsinki, Finland
| |
Collapse
|
17
|
Lau B, Wentz E, Ni Z, Yenokyan K, Vergara C, Mehta SH, Duggal P. Physical Health and Mental Fatigue Disability Associated with Long COVID: Baseline Results from a US Nationwide Cohort. Am J Med 2023:S0002-9343(23)00540-5. [PMID: 37690503 PMCID: PMC10924070 DOI: 10.1016/j.amjmed.2023.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 07/28/2023] [Accepted: 08/02/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND Persistent symptoms after severe acute respiratory disease coronavirus 2 (SARS-COV-2; long COVID) occur in 10%-55% of individuals, but the impact on daily functioning and disability remains unquantified. METHODS To characterize disability associated with long COVID, we analyzed baseline data from an online, US-based cohort study. Adult participants included those reporting a history of COVID-19 (n = 8874) or never having COVID-19 (n = 633) without prior disability. The main outcomes were self-reported physical mobility, instrumental activities of daily living (IADL), and mental fatigue disability, assessed by measuring 5 disability components: difficulty walking a quarter mile or climbing 10 stairs (mobility), difficulty doing light or heavy housework (IADL), and Wood Mental Fatigue Inventory score (mental fatigue). RESULTS Of 7926 participants with long COVID, 65% were classified with at least one disability, as compared with 6% and 14% for resolved COVID and no COVID, respectively. Additionally, 22% were classified as disabled in all 3 categories. Age, prior comorbidity, increased body mass index, female sex, COVID-19 hospitalization, non-white/multi-race were associated with higher disability burden. Dizziness and heavy limbs at infection were associated with disability regardless of hospitalization. Dyspnea and tremors were associated with disability in non-hospitalized individuals. Vaccination was protective against disability. CONCLUSIONS We observed a high burden of new disability associated with long COVID, which has serious implications for individual and societal health. Longitudinal evaluation of COVID-19 patients is necessary to identify patterns of recovery and treatment options.
Collapse
Affiliation(s)
- Bryan Lau
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md
| | - Eryka Wentz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md
| | - Zhanmo Ni
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md
| | - Karine Yenokyan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md
| | - Candelaria Vergara
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md
| | - Shruti H Mehta
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md
| | - Priya Duggal
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md.
| |
Collapse
|
18
|
Kitano T, Thompson DA, Engineer L, Dudley MZ, Salmon DA. Risk and Benefit of mRNA COVID-19 Vaccines for the Omicron Variant by Age, Sex, and Presence of Comorbidity: A Quality-Adjusted Life Years Analysis. Am J Epidemiol 2023; 192:1137-1147. [PMID: 36920222 DOI: 10.1093/aje/kwad058] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 02/07/2023] [Accepted: 03/10/2023] [Indexed: 03/16/2023] Open
Abstract
The development of the mutant omicron variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) during the coronavirus disease 2019 (COVID-19) pandemic raised the importance of reevaluating the risk and benefit of COVID-19 vaccines. With a decision tree model, we calculated the benefit-risk ratio and the benefit-risk difference of receiving monovalent messenger RNA (mRNA) COVID-19 vaccine (primary 2 doses, a third dose, and a fourth dose) in the 4-5 months after vaccination using quality-adjusted life years. The analysis was stratified by age, sex, and the presence of comorbidity. Evidence from peer-reviewed publications and gray literature was reviewed on September 16, 2022, to inform the study. Benefit-risk ratios for receipt of the BNT162b2 vaccine (Pfizer-BioNTech) ranged from 6.8 for males aged 12-17 years without comorbidity for the primary doses to 221.3 for females aged ≥65 years with comorbidity for the third dose. The benefit-risk ratios for receipt of the mRNA-1273 vaccine (Moderna) ranged from 7.2 for males aged 18-29 years without comorbidity for the primary doses to 101.4 for females aged ≥65 years with comorbidity for the third dose. In all scenarios of the one-way sensitivity analysis, the benefit-risk ratios were more than 1, irrespective of age, sex, comorbidity status, and type of vaccine, for both primary and booster doses. The benefits of mRNA COVID-19 vaccines in protecting against the omicron variant outweigh the risks, irrespective of age, sex, and comorbidity.
Collapse
|
19
|
AlRasheed MM, Al-Aqeel S, Aboheimed GI, AlRasheed NM, Abanmy NO, Alhamid GA, Alnemari HM, Alkhowaiter S, Alharbi AR, Khurshid F, Trabelsi K, Jahrami HA, BaHammam AS. Quality of Life, Fatigue, and Physical Symptoms Post-COVID-19 Condition: A Cross-Sectional Comparative Study. Healthcare (Basel) 2023; 11:healthcare11111660. [PMID: 37297800 DOI: 10.3390/healthcare11111660] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 05/30/2023] [Accepted: 06/03/2023] [Indexed: 06/12/2023] Open
Abstract
The magnitude of post-COVID-19 syndrome was not thoroughly investigated. This study evaluated the quality of life and persistence of fatigue and physical symptoms of individuals post-COVID-19 compared with noninfected controls. The study included 965 participants; 400 had previous COVID-19 disease and 565 controls without COVID-19. The questionnaire collected data on comorbidities, COVID-19 vaccination, general health questions, and physical symptoms, in addition to validated measures of quality of life (SF-36 scale), fatigue (fatigue severity scale, FSS), and dyspnea grade. COVID-19 participants complained more frequently of weakness, muscle pain, respiratory symptoms, voice disorders, imbalance, taste and smell loss, and menstrual problems compared to the controls. Joint symptoms, tingling, numbness, hypo/hypertension, sexual dysfunction, headache, bowel, urinary, cardiac, and visual symptoms did not differ between groups. Dyspnea grade II-IV did not differ significantly between groups (p = 0.116). COVID-19 patients scored lower on the SF-36 domains of role physical (p = 0.045), vitality (p < 0.001), reported health changes (p < 0.001), and mental-components summary (p = 0.014). FSS scores were significantly higher in COVID-19 participants (3 (1.8-4.3) vs. 2.6 (1.4-4); p < 0.001). COVID-19 effects could persist beyond the acute infection phase. These effects include changes in quality of life, fatigue, and persistence of physical symptoms.
Collapse
Affiliation(s)
- Maha M AlRasheed
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Sinaa Al-Aqeel
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Ghada I Aboheimed
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Noura M AlRasheed
- General Administration of School Health, Ministry of Health, Riyadh 11451, Saudi Arabia
| | - Norah Othman Abanmy
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Ghadeer Abdulaziz Alhamid
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Hadeel Mohammed Alnemari
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Saad Alkhowaiter
- Department of Medicine, Gastroenterology Division, College of Medicine, King Saud University, Riyadh 11451, Saudi Arabia
| | - Abdullah Rashed Alharbi
- Department of Medicine, Pulmonary Division, College of Medicine, King Saud University, Riyadh 11451, Saudi Arabia
| | - Fowad Khurshid
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Khaled Trabelsi
- High Institute of Sport and Physical Education of Sfax, University of Sfax, Sfax 3000, Tunisia
- Research Laboratory: Education, Motricity, Sport and Health, EM2S, LR19JS01, University of Sfax, Sfax 3000, Tunisia
| | - Haitham A Jahrami
- Government Hospitals, Manama 323, Bahrain
- College of Medicine and Medical Sciences, Arabian Gulf University, Manama 323, Bahrain
| | - Ahmed S BaHammam
- Department of Medicine, College of Medicine, University Sleep Disorders Center, King Saud University, Riyadh 11451, Saudi Arabia
| |
Collapse
|
20
|
Tsuzuki S, Beutels P. The estimated disease burden of COVID-19 in Japan from 2020 to 2021. J Infect Public Health 2023; 16:1236-1243. [PMID: 37290316 DOI: 10.1016/j.jiph.2023.05.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Revised: 04/24/2023] [Accepted: 05/21/2023] [Indexed: 06/10/2023] Open
Abstract
BACKGROUND To date, it is not fully understood to what extent COVID-19 has burdened society in Japan. This study aimed to estimate the total disease burden due to COVID-19 in Japan during 2020-2021. METHODS We stratify disease burden estimates by age group and present it as absolute Quality Adjusted Life Years (QALYs) lost and QALYs lost per 100,000 persons. The total estimated value of QALYs lost consists of (1) QALYs lost brought by deaths due to COVID-19, (2) QALYs lost brought by inpatient cases, (3) QALYs lost brought by outpatient cases, and (4) QALYs lost brought by long-COVID. RESULTS The total QALYs lost due to COVID-19 was estimated as 286,782 for two years, 114.0 QALYs per 100,000 population per year. 71.3% of them were explained by the burden derived from deaths. Probabilistic sensitivity analysis showed that the burden of outpatient cases was the most sensitive factor. CONCLUSIONS The large part of disease burden due to COVID-19 in Japan from the beginning of 2020 to the end of 2021 was derived from Wave 3, 4, and 5 and the proportion of QALYs lost due to morbidity in the total burden increased gradually. The estimated disease burden was smaller than that in other high-income countries. It will be our future challenge to take other indirect factors into consideration.
Collapse
Affiliation(s)
- Shinya Tsuzuki
- Disease Control and Prevention Center, National Center for Global Health and Medicine, Tokyo, Japan; Centre for Health Economic Research and Modelling Infectious Diseases, Vaccine & Infectious Disease Institute, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; AMR Clinical Reference Center, National Center for Global Health and Medicine, Tokyo, Japan.
| | - Philippe Beutels
- Centre for Health Economic Research and Modelling Infectious Diseases, Vaccine & Infectious Disease Institute, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| |
Collapse
|
21
|
Abuhammad S, Khabour OF, Alzoubi KH, Hamaideh S, Khassawneh BY, Mehrass AAKO, Alsmadi BF, Ababneh AM. Health-Related Quality of Life for Jordanian-Recovered Individuals During Post-COVID-19 Era: A Cross-Sectional Study. Patient Prefer Adherence 2023; 17:1303-1310. [PMID: 37250297 PMCID: PMC10216861 DOI: 10.2147/ppa.s415336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 05/13/2023] [Indexed: 05/31/2023] Open
Abstract
Aim This study aims to determine health-related quality of life (HRQoL) that includes the physical and mental health of recovered patients of COVID-19 and examines the significant impact of variables such as period of infection, sample demographics characteristics, hospitalization past, and chronic disease past and the other variables on HRQoL of COVID-19-recovered patients. Methods An exploratory, community-based, cross-sectional research layout was adopted, using an electronic self-reporting survey disseminated online to recovered COVID-19 patients in Jordan. Targeted COVID-19 patients were individuals who were 18 years old or above. They had a documented background of COVID-19 illness, as stated in the following inclusion requirements: Those who had not been formally proven to have been afflicted by COVID-19 were excluded. Results The mean of the physical well-being of study participants during COVID-19 was M=68.00 (SD=6.95), representing medium physical well-being status. The mean of psychological well-being of study participants during COVID-19 was M=60.20 (SD=8.85), representing medium physical health. Multiple regression showed that female recovered patients who are not working, with a low level of income, married women, and who getting COVID-19 more than once are having lower health-related quality of life compared to other recovered patients. Conclusion The HRQoL of COVID-19 patients was significantly impacted, independent of the period since hospitalization or rehabilitation. Policymakers and health workers should research strong ways to enhance the HRQoL of COVID-19 patients as soon as possible. Elderly patients and those who have been infected more than one time and being hospitalized have a greater probability of decreased HRQoL after infection.
Collapse
Affiliation(s)
- Sawsan Abuhammad
- Department of Maternal and Child Health, Faculty of Nursing, Jordan University of Science and Technology, Irbid, 22110, Jordan
| | - Omar F Khabour
- Department of Medical Laboratory Sciences, Jordan University of Science and Technology, Irbid, 22110, Jordan
| | - Karem H Alzoubi
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Shaher Hamaideh
- Department of Community and Mental Health Nursing, Faculty of Nursing, The Hashemite University, Zarqa, 13133, Jordan
| | | | | | - Baha F Alsmadi
- Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | | |
Collapse
|
22
|
Garrett RE, Palacio CH, Bar-Or D. Long COVID: Is there a kidney link? Front Med (Lausanne) 2023; 10:1138644. [PMID: 37077670 PMCID: PMC10106649 DOI: 10.3389/fmed.2023.1138644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 03/15/2023] [Indexed: 04/05/2023] Open
Abstract
Metabolic causes such as altered bioenergetics and amino acid metabolism may play a major role in Long COVID. Renal-metabolic regulation is an integral part of these pathways but has not been systematically or routinely investigated in Long COVID. Here we discuss the biochemistry of renal tubular injury as it may contribute to Long COVID symptoms. We propose three potential mechanisms that could be involved in Long COVID namely creatine phosphate metabolism, un-reclaimed glomerular filtrate and COVID specific proximal tubule cells (PTC) injury-a tryptophan paradigm. This approach is intended to allow for improved diagnostics and therapy for the long-haul sufferers.
Collapse
Affiliation(s)
- Raymond E. Garrett
- Swedish Medical Center, Trauma Research Dept., Englewood, CO, United States
| | - Carlos H. Palacio
- South Texas Health System, Trauma Research Dept., McAllen, TX, United States
| | - David Bar-Or
- Swedish Medical Center, Trauma Research Dept., Englewood, CO, United States
- South Texas Health System, Trauma Research Dept., McAllen, TX, United States
- *Correspondence: David Bar-Or,
| |
Collapse
|
23
|
Kohli MA, Maschio M, Joshi K, Lee A, Fust K, Beck E, Van de Velde N, Weinstein MC. The potential clinical impact and cost-effectiveness of the updated COVID-19 mRNA fall 2023 vaccines in the United States. J Med Econ 2023; 26:1532-1545. [PMID: 37961887 DOI: 10.1080/13696998.2023.2281083] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 11/06/2023] [Indexed: 11/15/2023]
Abstract
AIMS To assess the potential clinical impact and cost-effectiveness of COVID-19 mRNA vaccines updated for fall 2023 in adults aged ≥18 years over a 1-year analytic time horizon (September 2023-August 2024). MATERIALS AND METHODS A compartmental Susceptible-Exposed-Infected-Recovered model was updated to reflect COVID-19 cases in summer 2023. The numbers of symptomatic infections, COVID-19-related hospitalizations and deaths, and costs and quality-adjusted life-years (QALYs) gained were calculated using a decision tree model. The incremental cost-effectiveness ratio (ICER) of a Moderna updated mRNA fall 2023 vaccine (Moderna Fall Campaign) was compared to no additional vaccination. Potential differences between the Moderna and the Pfizer-BioNTech fall 2023 vaccines were also examined. RESULTS Base case results suggest that the Moderna Fall Campaign would decrease the expected 64.2 million symptomatic infections by 7.2 million (11%) to 57.0 million. COVID-19-related hospitalizations and deaths are expected to decline by 343,000 (-29%) and 50,500 (-33%), respectively. The Moderna Fall Campaign would increase QALYs by 740,880 and healthcare costs by $5.7 billion relative to no vaccine, yielding an ICER of $7700 per QALY gained. Using a societal cost perspective, the ICER is $2100. Sensitivity analyses suggest that vaccine effectiveness, COVID-19 incidence, hospitalization rates, and costs drive cost-effectiveness. With a relative vaccine effectiveness of 5.1% for infection and 9.8% for hospitalization for the Moderna vaccine versus the Pfizer-BioNTech vaccine, use of the Moderna vaccine is expected to prevent 24,000 more hospitalizations and 3300 more deaths than the Pfizer-BioNTech vaccine. LIMITATIONS AND CONCLUSIONS As COVID-19 becomes endemic, future incidence, including patterns of infection, are highly uncertain. The effectiveness of fall 2023 vaccines is unknown, and it is unclear when a new variant that evades natural or vaccine immunity will emerge. Despite these limitations, our model predicts the Moderna Fall Campaign vaccine is highly cost-effective across all sensitivity analyses.
Collapse
Affiliation(s)
| | | | | | - Amy Lee
- Quadrant Health Economics Inc., Cambridge, ON, Canada
| | - Kelly Fust
- Quadrant Health Economics Inc., Cambridge, ON, Canada
| | | | | | | |
Collapse
|
24
|
A Comprehensive Report of German Nationwide Inpatient Data on the Post-COVID-19 Syndrome Including Annual Direct Healthcare Costs. Viruses 2022; 14:v14122600. [PMID: 36560604 PMCID: PMC9781151 DOI: 10.3390/v14122600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 11/18/2022] [Accepted: 11/20/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The aim of this study was to provide a comprehensive overview of German nationwide data including (i) the number of hospitalized Post-COVID Syndrome (PCS) cases including in-hospital mortality rates and intensive care unit treatments, (ii) the main common concomitant diagnoses associated with PCS, (iii) the most frequently performed treatment procedures, and (iv) the annual direct healthcare costs. METHODS The incidence was calculated based on annual ICD-10 diagnosis codes "U09.9!, Post-COVID-19 condition". Data on concomitant diagnoses, treatment procedures, treatment in an intensive care unit (ICU), in-hospital mortality, the proportion of G-DRGs, and cumulative costs were assessed based on the Institute for the Hospital Remuneration System (InEK) data for 2019. RESULTS A total of 29,808 PCS inpatients could be identified yielding a prevalence of 5.5%. In total, 1330 (4.5%) in-hospital deaths were recorded, and 5140 (17.2%) patients required ICU treatment. The majority of patients (18.6%) were aged 65-74 years. The most common concomitant diagnoses included pneumonia, critical illness polyneuropathy, dyspnea, chronic fatigue syndrome, and pulmonary embolisms. The most frequently performed procedures were computed tomography of the thorax with contrast medium, whole-body plethysmography, and the monitoring of respiration, heart, and circulation. The cost per case of the G-DRG codes that were analyzed ranged from € 620 ± 377 (E64D, Respiratory insufficiency, one day of occupancy) to € 113,801 ± 27,939 (A06B, Ventilation > 1799 h with complex OR procedure). Total cumulative direct healthcare costs of € 136,608,719 were calculated, resulting in mean costs of € 4583 per case. CONCLUSION Post-COVID Syndrome is of major public health importance with substantial financial implications. The present article can support stakeholders in health care systems to foresee future needs and adapt their resource management. Consensus diagnostic criteria and rehabilitation guidelines are highly warranted.
Collapse
|
25
|
Mutiawati E, Kusuma HI, Fahriani M, Harapan H, Syahrul S, Musadir N. Headache in Post-COVID-19 Patients: Its Characteristics and Relationship with the Quality of Life. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:1500. [PMID: 36295660 PMCID: PMC9609032 DOI: 10.3390/medicina58101500] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/14/2022] [Accepted: 10/17/2022] [Indexed: 11/16/2022]
Abstract
Little is known on the characteristics of headaches associated with coronavirus disease 2019 (COVID-19) in Indonesia. The objective of this study was to describe the characteristics of headache in post-COVID-19 patients, and its impact on the patients' quality of life (QoL), as well as to determine the associated determinants of the poor QoL. A cross-sectional study was conducted in Banda Aceh, Indonesia. The demographic characteristics, clinical symptoms of COVID-19, characteristics of headache, and the QoL were collected and assessed. Headache was diagnosed and characterized using the International Classification of Headache Disorders, version 3 (ICHD-3). QoL was assessed using a Short Form 36 Health Survey (SF-36) tool. A logistic regression model was used to investigate the associated determinants of poor QoL in post-COVID-19 patients. A total of 215 post-COVID-19 patients were included in the final analysis, and 21.4% (46/215) of them had a poor QoL due to headache following COVID-19. Those who were unemployed and who contracted COVID-19 less than three months prior to the study had higher odds of having poor QoL compared to those who were employed and who contracted COVID-19 more than three months prior to the study. Low QoL was also related to headache that occurred less than one month after recovering from COVID-19 (compared to that which occurred longer than one month after); had a high frequency; had a combination sensation of pulsating, pressing, fiery, and stabbing pain; had a high severity score; and had additional symptoms accompanying the headache. In conclusion, headache related to COVID-19 is associated with low QoL among post-COVID-19 patients. A guideline on prevention measures of headache on COVID-19 patients, therefore, needs to be established to avoid long-term consequences.
Collapse
Affiliation(s)
- Endang Mutiawati
- Department of Neurology, School of Medicine, Universitas Syiah Kuala, Banda Aceh 23111, Aceh, Indonesia
- Department of Neurology, Dr. Zainoel Abidin Hospital, Banda Aceh 23126, Aceh, Indonesia
| | - Hendrix Indra Kusuma
- Medical Research Unit, School of Medicine, Universitas Syiah Kuala, Banda Aceh 23111, Aceh, Indonesia
- Faculty of Mathematics and Natural Sciences, Universitas Syiah Kuala, Banda Aceh 23111, Aceh, Indonesia
- Faculty of Tarbiyah and Teacher Training, Universitas Islam Negeri Ar-Raniry, Banda Aceh 23111, Aceh, Indonesia
| | - Marhami Fahriani
- Medical Research Unit, School of Medicine, Universitas Syiah Kuala, Banda Aceh 23111, Aceh, Indonesia
| | - Harapan Harapan
- Medical Research Unit, School of Medicine, Universitas Syiah Kuala, Banda Aceh 23111, Aceh, Indonesia
- Department of Microbiology, School of Medicine, Universitas Syiah Kuala, Banda Aceh 23111, Aceh, Indonesia
- Tropical Disease Centre, School of Medicine, Universitas Syiah Kuala, Banda Aceh 23111, Aceh, Indonesia
| | - Syahrul Syahrul
- Department of Neurology, School of Medicine, Universitas Syiah Kuala, Banda Aceh 23111, Aceh, Indonesia
- Department of Neurology, Dr. Zainoel Abidin Hospital, Banda Aceh 23126, Aceh, Indonesia
| | - Nasrul Musadir
- Department of Neurology, School of Medicine, Universitas Syiah Kuala, Banda Aceh 23111, Aceh, Indonesia
- Department of Neurology, Dr. Zainoel Abidin Hospital, Banda Aceh 23126, Aceh, Indonesia
| |
Collapse
|
26
|
Luong T, Jang SS, Said M, DeConde AS, Yan CH. Impact of COVID-19 versus chronic rhinosinusitis/rhinitis associated olfactory dysfunction on health utility and quality of life. Laryngoscope Investig Otolaryngol 2022; 7:LIO2921. [PMID: 36249088 PMCID: PMC9538416 DOI: 10.1002/lio2.921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/14/2022] [Accepted: 08/18/2022] [Indexed: 11/08/2022] Open
Abstract
Background Olfactory dysfunction (OD) is associated with both post-viral and inflammatory etiologies such as COVID-19 and chronic rhinosinusitis/rhinitis (CRS/R) respectively, to result in reduced quality of life (QoL). However, the former typically induces a sudden-onset OD while the latter has a gradual presentation. This study aims to establish and compare health utility values (HUVs) and olfactory-specific QoL measurements between patients with COVID-19 and CRS/R related OD. Methods This prospective study surveyed COVID-19 and CRS/R patients with self-reported OD using HUV assessments (EuroQol-visual analog scale [EQ-VAS], EuroQol-5 dimension [EQ-5D], time trade-off [TTO]) and olfactory and sinonasal QoL measures (questionnaire of olfactory disorders -negative and positive statements [QOD-NS + PS] and sino-nasal outcome test [SNOT-22]). A subgroup of subjects completed objective olfactory testing. Intergroup mean scores were compared using Mann-Whitney U tests. Results One hundred eleven subjects were enrolled: mean age ± SD (43.0 ± 15.4 years), 55.9% female. CRS/R was associated with lower HUVs as measured by EQ-VAS (CRS/R: 0.67 ± 0.18 vs. COVID-19: 0.74 ± 0.19, p = .03) and worse SNOT-22 scores in both overall (CRS/R: 49.03 ± 21.04 vs. COVID-19: 27.58 ± 18.45, p < .001) and subgroup analysis of objectively confirmed OD subjects (CRS/R: 52.40 ± 22.78 vs. COVID-19: 29.84 ± 21.10, p = .01). On the other hand, COVID-19 has greater burden on olfactory-specific QoL (QOD-NS + PS, COVID-19: 23.19 ± 13.73 vs. CRS/R: 17.25 ± 11.38, p = .04). Both groups demonstrated a similar decrease in health using the EQ-5D assessment. Conclusion CRS/R associated OD has a more severe impact on general health and sinonasal specific QoL outcomes, while COVID-19 associated OD has a greater burden on olfactory-specific QoL. Level of evidence Level 2c.
Collapse
Affiliation(s)
- Thanh Luong
- Department of Otolaryngology – Head and Neck SurgeryUniversity of California San DiegoSan DiegoCaliforniaUSA
| | - Sophie S. Jang
- Department of Otolaryngology – Head and Neck SurgeryUniversity of California San DiegoSan DiegoCaliforniaUSA
| | - Mena Said
- Department of Otolaryngology – Head and Neck SurgeryUniversity of California San DiegoSan DiegoCaliforniaUSA
| | - Adam S. DeConde
- Department of Otolaryngology – Head and Neck SurgeryUniversity of California San DiegoSan DiegoCaliforniaUSA
| | - Carol H. Yan
- Department of Otolaryngology – Head and Neck SurgeryUniversity of California San DiegoSan DiegoCaliforniaUSA
| |
Collapse
|