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Ollila H, Pihlajamaa J, Martola J, Kuusela L, Blennow K, Zetterberg H, Salmela V, Hokkanen L, Tiainen M, Hästbacka J. Brain magnetic resonance imaging findings six months after critical COVID-19: A prospective cohort study. J Crit Care 2024; 80:154502. [PMID: 38113746 DOI: 10.1016/j.jcrc.2023.154502] [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: 03/08/2023] [Revised: 12/01/2023] [Accepted: 12/05/2023] [Indexed: 12/21/2023]
Abstract
BACKGROUND COVID-19 patients suffered from neurological symptoms in the acute phase. Whether this led to long-term consequences was unknown. We studied long-term brain MRI findings in ICU-treated COVID-19 patients and compared them with findings in groups with less severe acute disease. MATERIALS AND METHODS In this prospective cohort study, 69 ICU-treated, 46 ward-treated, and 46 home-isolated patients, as well as 53 non-COVID-19 controls, underwent brain MRI six months after acute COVID-19. Plasma neurofilament light chain (NfL), a biomarker of neuroaxonal injury, was measured simultaneously. RESULTS Ischaemic infarctions existed in 5.8% of ICU-treated patients. Cerebral microbleeds (CMBs) existed in 27 (39.1%) ICU-treated, 13 (28.3%) ward-treated, 8 (17.4%) home-isolated COVID-19 patients, and 12 (22.6%) non-COVID controls. Patients with CMBs were older (p < 0.001), had a higher level of plasma NfL (p = 0.003), and higher supplementary oxygen days (p < 0.001). In multivariable analysis, age (OR 1.06, 95% CI 1.02-1.09) and supplementary oxygen days (OR 1.07, 95% CI 1.02-1.13) were associated with CMBs. The ICU group showed prevalent distribution of CMBs in deep regions. CONCLUSION Age and supplementary oxygen days were independently associated with CMBs; COVID-19 status showed no association. Accumulation of risk factors in the ICU group may explain the higher prevalence of CMBs. TRIAL REGISTRATION ClinicalTrials.govNCT04864938, registered February 9, 2021.
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Affiliation(s)
- Henriikka Ollila
- Department of Perioperative, Intensive Care and Pain Medicine, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
| | - Janne Pihlajamaa
- HUS Medical Imaging Centre, Radiology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Juha Martola
- HUS Medical Imaging Centre, Radiology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Linda Kuusela
- HUS Medical Imaging Centre, Radiology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK; UK Dementia Research Institute at UCL, London, UK; Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China; UW Department of Medicine, School of Medicine and Public Health, Madison, WI, USA
| | - Viljami Salmela
- Department of Psychology and Logopaedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Laura Hokkanen
- Department of Psychology and Logopaedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Marjaana Tiainen
- Department of Neurology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Johanna Hästbacka
- Department of Perioperative, Intensive Care and Pain Medicine, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
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2
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Domingues KZA, Cobre AF, Lazo REL, Amaral LS, Ferreira LM, Tonin FS, Pontarolo R. Systematic review and evidence gap mapping of biomarkers associated with neurological manifestations in patients with COVID-19. J Neurol 2024; 271:1-23. [PMID: 38015300 DOI: 10.1007/s00415-023-12090-6] [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: 08/11/2023] [Revised: 10/27/2023] [Accepted: 10/29/2023] [Indexed: 11/29/2023]
Abstract
OBJECTIVE This study aimed to synthesize the existing evidence on biomarkers related to coronavirus disease 2019 (COVID-19) patients who presented neurological events. METHODS A systematic review of observational studies (any design) following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines and the Cochrane Collaboration recommendations was performed (PROSPERO: CRD42021266995). Searches were conducted in PubMed and Scopus (updated April 2023). The methodological quality of nonrandomized studies was assessed using the Newcastle‒Ottawa Scale (NOS). An evidence gap map was built considering the reported biomarkers and NOS results. RESULTS Nine specific markers of glial activation and neuronal injury were mapped from 35 studies published between 2020 and 2023. A total of 2,237 adult patients were evaluated in the included studies, especially during the acute phase of COVID-19. Neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) biomarkers were the most frequently assessed (n = 27 studies, 77%, and n = 14 studies, 40%, respectively). Although these biomarkers were found to be correlated with disease severity and worse outcomes in the acute phase in several studies (p < 0.05), they were not necessarily associated with neurological events. Overall, 12 studies (34%) were judged as having low methodological quality, 9 (26%) had moderate quality, and 9 (26%) had high quality. CONCLUSIONS Different neurological biomarkers in neurosymptomatic COVID-19 patients were identified in observational studies. Although the evidence is still scarce and conflicting for some biomarkers, well-designed longitudinal studies should further explore the pathophysiological role of NfL, GFAP, and tau protein and their potential use for COVID-19 diagnosis and management.
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Affiliation(s)
- K Z A Domingues
- Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Paraná, Curitiba, PR, 80210-170, Brazil
| | - A F Cobre
- Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Paraná, Curitiba, PR, 80210-170, Brazil
| | - R E L Lazo
- Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Paraná, Curitiba, PR, 80210-170, Brazil
| | - L S Amaral
- Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Paraná, Curitiba, PR, 80210-170, Brazil
| | - L M Ferreira
- Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Paraná, Curitiba, PR, 80210-170, Brazil
| | - F S Tonin
- H&TRC- Health & Technology Research Center, ESTeSL, Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, 1990-096, Lisbon, Portugal
| | - R Pontarolo
- Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Paraná, Curitiba, PR, 80210-170, Brazil.
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Huang Z, Haile K, Gedefaw L, Lau BWM, Jin L, Yip SP, Huang CL. Blood Biomarkers as Prognostic Indicators for Neurological Injury in COVID-19 Patients: A Systematic Review and Meta-Analysis. Int J Mol Sci 2023; 24:15738. [PMID: 37958721 PMCID: PMC10649265 DOI: 10.3390/ijms242115738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 11/15/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) has been linked to various neurological complications. This meta-analysis assessed the relationship between glial fibrillary acidic protein (GFAP) and neurofilament light chain (NfL) levels in the blood and neurological injury in COVID-19 patients. A comprehensive search of various databases was conducted until 18 August 2023, to find studies reporting GFAP and NfL blood levels in COVID-19 patients with neurological complications. GFAP and NfL levels were estimated between COVID-19 patients and healthy controls, and meta-analyses were performed using RevMan 5.4 software for analysis. In the 21 collected studies, it was found that COVID-19 patients had significantly higher levels of pooled GFAP (SMD = 0.52; 95% CI: 0.31, 0.73; p ≤ 0.001) and NfL (SMD = 0.60; 95% CI: 0.37, 0.82; p ≤ 0.001) when compared to the healthy controls. The pooled GFAP (SMD = 0.86; 95% CI: 0.26, 1.45; p ≤ 0.01) and NfL (SMD = 0.87; 95% CI: 0.48, 1.26; p ≤ 0.001) were significantly higher in non-survivors. These findings indicate a significant association between COVID-19 severity and elevated levels of GFAP and NfL, suggesting that GFAP and NfL could serve as potential diagnostic and prognostic markers for the early detection and monitoring of COVID-19-related neurological injuries.
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Affiliation(s)
- Zhiwei Huang
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China; (Z.H.); (L.G.); (L.J.)
| | - Kassahun Haile
- Department of Medical Laboratory Science, Wolkite University, Wolkite P.O. Box 07, Ethiopia;
| | - Lealem Gedefaw
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China; (Z.H.); (L.G.); (L.J.)
| | - Benson Wui-Man Lau
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China;
| | - Ling Jin
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China; (Z.H.); (L.G.); (L.J.)
- Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Shea Ping Yip
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China; (Z.H.); (L.G.); (L.J.)
| | - Chien-Ling Huang
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China; (Z.H.); (L.G.); (L.J.)
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Zingaropoli MA, Pasculli P, Barbato C, Petrella C, Fiore M, Dominelli F, Latronico T, Ciccone F, Antonacci M, Liuzzi GM, Talarico G, Bruno G, Galardo G, Pugliese F, Lichtner M, Mastroianni CM, Minni A, Ciardi MR. Biomarkers of Neurological Damage: From Acute Stage to Post-Acute Sequelae of COVID-19. Cells 2023; 12:2270. [PMID: 37759493 PMCID: PMC10526816 DOI: 10.3390/cells12182270] [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: 07/27/2023] [Revised: 09/02/2023] [Accepted: 09/08/2023] [Indexed: 09/29/2023] Open
Abstract
Background: Neurological symptoms (NS) in COVID-19 are related to both acute stage and long-COVID. We explored levels of brain injury biomarkers (NfL and GFAP) and myeloid activation marker (sCD163) and their implications on the CNS. Materials and Methods: In hospitalized COVID-19 patients plasma samples were collected at two time points: on hospital admission (baseline) and three months after hospital discharge (Tpost). Patients were stratified according to COVID-19 severity based on acute respiratory distress syndrome (ARDS) onset (severe and non-severe groups). A further stratification according to the presence of NS (with and without groups) at baseline (requiring a puncture lumbar for diagnostic purposes) and according to NS self-referred at Tpost was performed. Finally, cerebrospinal fluid (CSF) samples were collected from patients with NS present at baseline. Results: We enrolled 144 COVID-19 patients (62 female/82 male; median age [interquartile range, IQR]): 64 [55-77]) and 53 heathy donors (HD, 30 female/23 male; median age [IQR]: 64 [59-69]). At baseline, higher plasma levels of NfL, GFAP and sCD163 in COVID-19 patients compared to HD were observed (p < 0.0001, p < 0.0001 and p < 0.0001, respectively), especially in those with severe COVID-19 (p < 0.0001, p < 0.0001 and p < 0.0001, respectively). Patients with NS showed higher plasma levels of NfL, GFAP and sCD163 compared to those without (p = 0.0023, p < 0.0001 and 0.0370, respectively). At baseline, in COVID-19 patients with NS, positive correlations between CSF levels of sCD163 and CSF levels of NfL (ρ = 0.7536, p = 0.0017) and GFAP were observed (ρ = 0.7036, p = 0.0045). At Tpost, the longitudinal evaluation performed on 77 COVID-19 patients showed a significant reduction in plasma levels of NfL, GFAP and sCD163 compared to baseline (p < 0.0001, p < 0.0001 and p = 0.0413, respectively). Finally, at Tpost, in the severe group, higher plasma levels of sCD163 in patients with NS compared to those without were reported (p < 0.0001). Conclusions: High plasma levels of NfL, GFAP and sCD163 could be due to a proinflammatory systemic and brain response involving microglial activation and subsequent CNS damage. Our data highlight the association between myeloid activation and CNS perturbations.
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Affiliation(s)
- Maria Antonella Zingaropoli
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (P.P.); (F.D.); (F.C.); (M.A.); (C.M.M.); (M.R.C.)
| | - Patrizia Pasculli
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (P.P.); (F.D.); (F.C.); (M.A.); (C.M.M.); (M.R.C.)
| | - Christian Barbato
- Department of Sense Organs, Institute of Biochemistry and Cell Biology (IBBC), National Research Council (CNR), Sapienza University of Rome, 00185 Rome, Italy; (C.B.); (C.P.); (M.F.)
| | - Carla Petrella
- Department of Sense Organs, Institute of Biochemistry and Cell Biology (IBBC), National Research Council (CNR), Sapienza University of Rome, 00185 Rome, Italy; (C.B.); (C.P.); (M.F.)
| | - Marco Fiore
- Department of Sense Organs, Institute of Biochemistry and Cell Biology (IBBC), National Research Council (CNR), Sapienza University of Rome, 00185 Rome, Italy; (C.B.); (C.P.); (M.F.)
| | - Federica Dominelli
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (P.P.); (F.D.); (F.C.); (M.A.); (C.M.M.); (M.R.C.)
| | - Tiziana Latronico
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, 70121 Bari, Italy; (T.L.); (G.M.L.)
| | - Federica Ciccone
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (P.P.); (F.D.); (F.C.); (M.A.); (C.M.M.); (M.R.C.)
| | - Michele Antonacci
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (P.P.); (F.D.); (F.C.); (M.A.); (C.M.M.); (M.R.C.)
| | - Grazia Maria Liuzzi
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, 70121 Bari, Italy; (T.L.); (G.M.L.)
| | - Giuseppina Talarico
- Department of Human Neuroscience, Sapienza University of Rome, 00185 Rome, Italy; (G.T.); (G.B.)
| | - Giuseppe Bruno
- Department of Human Neuroscience, Sapienza University of Rome, 00185 Rome, Italy; (G.T.); (G.B.)
| | - Gioacchino Galardo
- Medical Emergency Unit, Sapienza University of Rome, Policlinico Umberto I, 00161 Rome, Italy;
| | - Francesco Pugliese
- Department of Specialist Surgery and Organ Transplantation “Paride Stefanini”, Policlinico Umberto I, Sapienza University of Rome, 00161 Rome, Italy;
| | - Miriam Lichtner
- Infectious Diseases Unit, SM Goretti Hospital, Sapienza University of Rome, 00185 Latina, Italy;
- Department of Neurosciences, Mental Health, and Sense Organs, Sapienza University of Rome, 00185 Rome, Italy
| | - Claudio Maria Mastroianni
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (P.P.); (F.D.); (F.C.); (M.A.); (C.M.M.); (M.R.C.)
| | - Antonio Minni
- Department of Sensory Organs, Sapienza University of Rome, 00185 Rome, Italy;
- Division of Otolaryngology-Head and Neck Surgery, ASL Rieti-Sapienza University, Ospedale San Camillo de Lellis, Viale Kennedy, 02100 Rieti, Italy
| | - Maria Rosa Ciardi
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (P.P.); (F.D.); (F.C.); (M.A.); (C.M.M.); (M.R.C.)
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5
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Comeau D, Martin M, Robichaud GA, Chamard-Witkowski L. Neurological manifestations of post-acute sequelae of COVID-19: which liquid biomarker should we use? Front Neurol 2023; 14:1233192. [PMID: 37545721 PMCID: PMC10400889 DOI: 10.3389/fneur.2023.1233192] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 07/10/2023] [Indexed: 08/08/2023] Open
Abstract
Long COVID syndrome, also known as post-acute sequelae of COVID-19 (PASC), is characterized by persistent symptoms lasting 3-12 weeks post SARS-CoV-2 infection. Patients suffering from PASC can display a myriad of symptoms that greatly diminish quality of life, the most frequent being neuropsychiatric. Thus, there is an eminent need to diagnose and treat PASC related neuropsychiatric manifestation (neuro-PASC). Evidence suggests that liquid biomarkers could potentially be used in the diagnosis and monitoring of patients. Undoubtedly, such biomarkers would greatly benefit clinicians in the management of patients; however, it remains unclear if these can be reliably used in this context. In this mini review, we highlight promising liquid (blood and cerebrospinal fluid) biomarkers, namely, neuronal injury biomarkers NfL, GFAP, and tau proteins as well as neuroinflammatory biomarkers IL-6, IL-10, TNF-α, and CPR associated with neuro-PASC and discuss their limitations in clinical applicability.
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Affiliation(s)
- Dominique Comeau
- Dr. Georges-L. Dumont University Hospital Centre, Clinical Research Sector, Vitalité Health Network, Moncton, NB, Canada
| | - Mykella Martin
- Centre de Formation médicale du Nouveau-Brunswick, Université de Sherbrooke, Moncton, NB, Canada
| | - Gilles A. Robichaud
- Department of Chemistry and Biochemistry, Université de Moncton, Moncton, NB, Canada
- The New Brunswick Center for Precision Medicine, Moncton, NB, Canada
- The Atlantic Cancer Research Institute, Moncton, NB, Canada
| | - Ludivine Chamard-Witkowski
- Centre de Formation médicale du Nouveau-Brunswick, Université de Sherbrooke, Moncton, NB, Canada
- Department of Neurology, Dr. Georges-L. Dumont University Hospital Centre, Moncton, NB, Canada
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6
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O'Mahoney LL, Routen A, Gillies C, Ekezie W, Welford A, Zhang A, Karamchandani U, Simms-Williams N, Cassambai S, Ardavani A, Wilkinson TJ, Hawthorne G, Curtis F, Kingsnorth AP, Almaqhawi A, Ward T, Ayoubkhani D, Banerjee A, Calvert M, Shafran R, Stephenson T, Sterne J, Ward H, Evans RA, Zaccardi F, Wright S, Khunti K. Corrigendum to "The prevalence and long-term health effects of long Covid among hospitalised and non-hospitalised populations: a systematic review and meta-analysis". EClinicalMedicine 2023; 59:101959. [PMID: 37096187 PMCID: PMC10115131 DOI: 10.1016/j.eclinm.2023.101959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/26/2023] Open
Abstract
[This corrects the article DOI: 10.1016/j.eclinm.2022.101762.].
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Affiliation(s)
| | - Ash Routen
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Clare Gillies
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Winifred Ekezie
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Anneka Welford
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Alexa Zhang
- Great Ormond Street Institute of Child Health, University College London, London, UK
| | - Urvi Karamchandani
- Faculty of Medicine, School of Public Health, Imperial College London, London, UK
| | | | - Shabana Cassambai
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Department of Family and Community Medicine, College of Medicine, King Faisal University, Al Ahsa, Saudi Arabia
| | - Ashkon Ardavani
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | | | - Grace Hawthorne
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Ffion Curtis
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Andrew P Kingsnorth
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
| | - Abdullah Almaqhawi
- Department of Family and Community Medicine, College of Medicine, King Faisal University, Al Ahsa, Saudi Arabia
| | - Thomas Ward
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
| | - Daniel Ayoubkhani
- Office for National Statistics, Government Buildings, Newport, UK
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Amitava Banerjee
- Faculty of Population Health Sciences, Institute of Health Informatics, University College London, London, UK
- Department of Population Science and Experimental Medicine, University College London, London, UK
| | - Melanie Calvert
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre and NIHR Applied Research Collaboration West Midlands, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- NIHR Leicester Biomedical Research Centre, Respiratory Department, University Hospitals of Leicester NHS Trust, Leicester, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation and Centre for Patient Reported Outcomes Research, University of Birmingham, Birmingham, UK
| | - Roz Shafran
- Great Ormond Street Institute of Child Health, University College London, London, UK
| | - Terence Stephenson
- Great Ormond Street Institute of Child Health, University College London, London, UK
| | - Jonathan Sterne
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Helen Ward
- Faculty of Medicine, School of Public Health, Imperial College London, London, UK
| | - Rachael A Evans
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, Respiratory Department, University Hospitals of Leicester NHS Trust, Leicester, UK
- Office for National Statistics, Government Buildings, Newport, UK
| | - Francesco Zaccardi
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK
| | | | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK
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7
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Poole-Wright K, Guennouni I, Sterry O, Evans RA, Gaughran F, Chalder T. Fatigue outcomes following COVID-19: a systematic review and meta-analysis. BMJ Open 2023; 13:e063969. [PMID: 37185637 PMCID: PMC10151247 DOI: 10.1136/bmjopen-2022-063969] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 03/06/2023] [Indexed: 05/17/2023] Open
Abstract
OBJECTIVES Fatigue is a pervasive clinical symptom in coronaviruses and may continue beyond the acute phase, lasting for several months or years. This systematic review and meta-analysis aimed to incorporate the current evidence for postinfection fatigue among survivors of SARS-CoV-2 and investigate associated factors. METHODS Embase, PsyINFO, Medline, CINAHL, CDSR, Open Grey, BioRxiv and MedRxiv were systematically searched from January 2019 to December 2021. Eligible records included all study designs in English. Outcomes were fatigue or vitality in adults with a confirmed diagnosis of SARS-CoV-2 measured at >30 days post infection. Non-confirmed cases were excluded. JBI risk of bias was assessed by three reviewers. Random effects model was used for the pooled proportion with 95% CIs. A mixed effects meta-regression of 35 prospective articles calculated change in fatigue overtime. Subgroup analyses explored specific group characteristics of study methodology. Heterogeneity was assessed using Cochran's Q and I2 statistic. Egger's tests for publication bias. RESULTS Database searches returned 14 262 records. Following deduplication and screening, 178 records were identified. 147 (n=48 466 participants) were included for the meta-analyses. Pooled prevalence was 41% (95% CI: 37% to 45%, k=147, I2=98%). Fatigue significantly reduced over time (-0.057, 95% CI: -107 to -0.008, k=35, I2=99.3%, p=0.05). A higher proportion of fatigue was found in studies using a valid scale (51%, 95% CI: 43% to 58%, k=36, I2=96.2%, p=0.004). No significant difference was found for fatigue by study design (p=0.272). Egger's test indicated publication bias for all analyses except valid scales. Quality assessments indicated 4% at low risk of bias, 78% at moderate risk and 18% at high risk. Frequently reported associations were female gender, age, physical functioning, breathlessness and psychological distress. CONCLUSION This study revealed that a significant proportion of survivors experienced fatigue following SARS-CoV-2 and their fatigue reduced overtime. Non-modifiable factors and psychological morbidity may contribute to ongoing fatigue and impede recovery. PROSPERO REGISTRATION NUMBER CRD42020201247.
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Affiliation(s)
- Kim Poole-Wright
- Psychological Medicine, King's College London, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | | | - Olivia Sterry
- Psychological Medicine, King's College London, Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Rachael A Evans
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
| | - Fiona Gaughran
- Psychosis Studies, King's College London, Institute of Psychiatry Psychology and Neuroscience, London, UK
- National Psychosis Service, South London and Maudsley NHS Foundation Trust, London, UK
| | - Trudie Chalder
- Psychological Medicine, King's College London, Institute of Psychiatry Psychology and Neuroscience, London, UK
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8
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Abu-Rumeileh S, Abdelhak A, Foschi M, D'Anna L, Russo M, Steinacker P, Kuhle J, Tumani H, Blennow K, Otto M. The multifaceted role of neurofilament light chain protein in non-primary neurological diseases. Brain 2023; 146:421-437. [PMID: 36083979 PMCID: PMC9494370 DOI: 10.1093/brain/awac328] [Citation(s) in RCA: 37] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 09/02/2022] [Accepted: 09/02/2022] [Indexed: 11/17/2022] Open
Abstract
The advancing validation and exploitation of CSF and blood neurofilament light chain protein as a biomarker of neuroaxonal damage has deeply changed the current diagnostic and prognostic approach to neurological diseases. Further, recent studies have provided evidence of potential new applications of this biomarker also in non-primary neurological diseases. In the present review we summarize the state of the art, future perspectives, but also limitations, of neurofilament light chain protein as a CSF and blood biomarker in several medical fields, including intensive care medicine, surgery, internal medicine and psychiatry. In particular, neurofilament light chain protein is associated with the degree of neurological impairment and outcome in patients admitted to intensive care units or in the perioperative phase and it seems to be highly interconnected with cardiovascular risk factors. Beyond that, interesting diagnostic and prognostic insights have been provided by the investigation of neurofilament light chain protein in psychiatric disorders as well as in the current coronavirus disease-19 pandemic and in normal ageing. Altogether, current data outline a multifaceted applicability of CSF and blood neurofilament light chain protein ranging from the critical clinical setting to the development of precision medicine models suggesting a strict interplay between the nervous system pathophysiology and the health-illness continuum.
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Affiliation(s)
- Samir Abu-Rumeileh
- Department of Neurology, Martin-Luther-University of Halle-Wittenberg, Halle (Saale), Germany
| | - Ahmed Abdelhak
- Department of Neurology, University of California San Francisco (UCSF), San Francisco, USA
- Department of Neurology, Ulm University Hospital, Ulm, Germany
| | - Matteo Foschi
- Department of Neuroscience, Neurology Unit – S. Maria delle Croci Hospital of Ravenna, AUSL Romagna, Ravenna, Italy
| | - Lucio D'Anna
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Michele Russo
- Department of Cardiology, S. Maria dei Battuti Hospital, AULSS 2 Veneto, Conegliano, Italy
| | - Petra Steinacker
- Department of Neurology, Martin-Luther-University of Halle-Wittenberg, Halle (Saale), Germany
| | - Jens Kuhle
- Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Departments of Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | | | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Markus Otto
- Department of Neurology, Martin-Luther-University of Halle-Wittenberg, Halle (Saale), Germany
- Department of Neurology, Ulm University Hospital, Ulm, Germany
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9
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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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10
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Sahin BE, Celikbilek A, Kocak Y, Ilanbey B, Saltoglu GT, Konar NM, Hizmali L. Neurological symptoms and neuronal damage markers in acute COVID-19: Is there a correlation? A pilot study. J Med Virol 2023; 95:e28240. [PMID: 36262025 PMCID: PMC9874781 DOI: 10.1002/jmv.28240] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 09/26/2022] [Accepted: 10/17/2022] [Indexed: 01/27/2023]
Abstract
A wide spectrum of neurological symptoms (NS) has been described in patients with COVID-19. We examined the plasma levels of neuron-specific enolase (NSE) and neurofilament light chain (NFL) together, as neuronal damage markers, and their relationships with clinical severity in patients with NS at acute COVID-19. A total of 20 healthy controls and 59 patients with confirmed COVID-19 were enrolled in this pilot prospective study. Serum NSE and NFL levels were measured by using the enzyme-linked immunoassay method from serum samples. Serum NSE levels were found to be significantly higher in the severe group than in the nonsevere group (p = 0.034). However, serum NFL levels were similar between the control and disease groups (p > 0.05). For the mild group, serum NFL levels were significantly higher in patients with the sampling time ≥5 days than in those with the sampling time <5 days (p = 0.019). However, no significant results for NSE and NFL were obtained in patients with either single or multiple NS across the groups (p > 0.05). Increased serum NSE levels were associated with disease severity regardless of accompanied NS in patients with acute COVID-19 infection. However, serum NFL levels may have a role at the subacute phase of COVID-19.
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Affiliation(s)
- Burc E. Sahin
- Department of NeurologyKirsehir Ahi Evran University Faculty of MedicineKirsehirTurkey
| | - Asuman Celikbilek
- Department of NeurologyKirsehir Ahi Evran University Faculty of MedicineKirsehirTurkey
| | - Yusuf Kocak
- Department of NeurologyKirsehir Ahi Evran University Faculty of MedicineKirsehirTurkey
| | - Bilal Ilanbey
- Department of BiochemistryKirsehir Ahi Evran University Faculty of MedicineKirsehirTurkey
| | - Gamze T. Saltoglu
- Department of BiochemistryKirsehir Ahi Evran University Faculty of MedicineKirsehirTurkey
| | - Naime M. Konar
- Department of Biostatistics and Medical InformaticsKirsehir Ahi Evran University Faculty of MedicineKirsehirTurkey
| | - Lokman Hizmali
- Department of Clinical Microbiology and Infectious DiseasesKirsehir Ahi Evran University Faculty of MedicineKirsehirTurkey
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11
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Plantone D, Locci S, Bergantini L, Manco C, Cortese R, Meocci M, Cavallaro D, d'Alessandro M, Bargagli E, De Stefano N. Brain neuronal and glial damage during acute COVID-19 infection in absence of clinical neurological manifestations. J Neurol Neurosurg Psychiatry 2022; 93:1343-1348. [PMID: 36137741 DOI: 10.1136/jnnp-2022-329933] [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: 07/05/2022] [Accepted: 08/29/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND To assess whether SARS-CoV-2 infection may affect the central nervous system, specifically neurons and glia cells, even without clinical neurological involvement. METHODS In this single centre prospective study, serum levels of neurofilament light chain (sNfL) and glial fibrillar acidic protein (sGFAp) were assessed using SimoaTM assay Neurology 2-Plex B Assay Kit, in 148 hospitalised patients with COVID-19 without clinical neurological manifestations and compared them to 53 patients with interstitial pulmonary fibrosis (IPF) and 108 healthy controls (HCs). RESULTS Age and sex-corrected sNfL levels were higher in patients with COVID-19 (median log10-sNfL 1.41; IQR 1.04-1.83) than patients with IPF (median log10-sNfL 1.18; IQR 0.98-1.38; p<0.001) and HCs (median log10-sNfL 0.89; IQR 0.72-1.14; p<0.001). Likewise, age and sex-corrected sGFAP levels were higher in patients with COVID-19 (median log10-sGFAP 2.26; IQR 2.02-2.53) in comparison with patients with IPF (median log10-sGFAP 2.15; IQR 1.94-2.30; p<0.001) and HCs (median log10-sGFAP 1.87; IQR 0.64-2.09; p<0.001). No significant difference was found between patients with HCs and IPF (p=0.388 for sNfL and p=0.251 for sGFAp). In patients with COVID-19, a prognostic model with mortality as dependent variable (26/148 patients died during hospitalisation) and sNfl, sGFAp and age as independent variables, showed an area under curve of 0.72 (95% CI 0.59 to 0.84; negative predictive value (NPV) (%):80,positive predictive value (PPV)(%): 84; p=0.0008). CONCLUSION The results of our study suggest that neuronal and glial degeneration can occur in patients with COVID-19 regardless of overt clinical neurological manifestations. With age, levels of sNfl and GFAp can predict in-hospital COVID-19-associated mortality and might be useful to assess COVID-19 patient prognostic profile.
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Affiliation(s)
- Domenico Plantone
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Sara Locci
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Laura Bergantini
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Carlo Manco
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Rosa Cortese
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Martina Meocci
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Dalila Cavallaro
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Miriana d'Alessandro
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Elena Bargagli
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Nicola De Stefano
- Centre of Precision and Translational Medicine, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
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12
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Needham EJ, Ren AL, Digby RJ, Norton EJ, Ebrahimi S, Outtrim JG, Chatfield DA, Manktelow AE, Leibowitz MM, Newcombe VFJ, Doffinger R, Barcenas-Morales G, Fonseca C, Taussig MJ, Burnstein RM, Samanta RJ, Dunai C, Sithole N, Ashton NJ, Zetterberg H, Gisslén M, Edén A, Marklund E, Openshaw PJM, Dunning J, Griffiths MJ, Cavanagh J, Breen G, Irani SR, Elmer A, Kingston N, Summers C, Bradley JR, Taams LS, Michael BD, Bullmore ET, Smith KGC, Lyons PA, Coles AJ, Menon DK. Brain injury in COVID-19 is associated with dysregulated innate and adaptive immune responses. Brain 2022; 145:4097-4107. [PMID: 36065116 PMCID: PMC9494359 DOI: 10.1093/brain/awac321] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 06/24/2022] [Accepted: 08/01/2022] [Indexed: 11/30/2022] Open
Abstract
COVID-19 is associated with neurological complications including stroke, delirium and encephalitis. Furthermore, a post-viral syndrome dominated by neuropsychiatric symptoms is common, and is seemingly unrelated to COVID-19 severity. The true frequency and underlying mechanisms of neurological injury are unknown, but exaggerated host inflammatory responses appear to be a key driver of COVID-19 severity. We investigated the dynamics of, and relationship between, serum markers of brain injury [neurofilament light (NfL), glial fibrillary acidic protein (GFAP) and total tau] and markers of dysregulated host response (autoantibody production and cytokine profiles) in 175 patients admitted with COVID-19 and 45 patients with influenza. During hospitalization, sera from patients with COVID-19 demonstrated elevations of NfL and GFAP in a severity-dependent manner, with evidence of ongoing active brain injury at follow-up 4 months later. These biomarkers were associated with elevations of pro-inflammatory cytokines and the presence of autoantibodies to a large number of different antigens. Autoantibodies were commonly seen against lung surfactant proteins but also brain proteins such as myelin associated glycoprotein. Commensurate findings were seen in the influenza cohort. A distinct process characterized by elevation of serum total tau was seen in patients at follow-up, which appeared to be independent of initial disease severity and was not associated with dysregulated immune responses unlike NfL and GFAP. These results demonstrate that brain injury is a common consequence of both COVID-19 and influenza, and is therefore likely to be a feature of severe viral infection more broadly. The brain injury occurs in the context of dysregulation of both innate and adaptive immune responses, with no single pathogenic mechanism clearly responsible.
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Affiliation(s)
- Edward J Needham
- Correspondence to: Edward Needham Department of Clinical Neurosciences University of Cambridge, Cambridge, UK E-mail:
| | - Alexander L Ren
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | - Richard J Digby
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | - Emma J Norton
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | - Soraya Ebrahimi
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | - Joanne G Outtrim
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | - Doris A Chatfield
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | - Anne E Manktelow
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | - Maya M Leibowitz
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | | | - Rainer Doffinger
- Department of Clinical Biochemistry and Immunology, Addenbrooke’s Hospital, Cambridge, UK
| | | | - Claudia Fonseca
- Cambridge Protein Arrays Ltd, Babraham Research Campus, Cambridge, UK
| | - Michael J Taussig
- Cambridge Protein Arrays Ltd, Babraham Research Campus, Cambridge, UK
| | - Rowan M Burnstein
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | - Romit J Samanta
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
| | - Cordelia Dunai
- Clinical Infection Microbiology and Neuroimmunology, Institute of Infection, Veterinary and Ecological Science, Liverpool, UK
| | - Nyarie Sithole
- Department of Infectious Diseases, Cambridge University NHS Hospitals Foundation Trust, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
- Jeffrey Cheah Biomedical Centre, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, UK
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Magnus Gisslén
- Department of Infectious Diseases, Institute of Biomedicine, the Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
- Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Arden Edén
- Department of Infectious Diseases, Institute of Biomedicine, the Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
- Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Emelie Marklund
- Department of Infectious Diseases, Institute of Biomedicine, the Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
- Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | | | - Jake Dunning
- Nuffield Department of Medicine, Pandemic Sciences Institute, University of Oxford, Oxford, UK
| | - Michael J Griffiths
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Jonathan Cavanagh
- Centre for Immunobiology, Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Gerome Breen
- Department of Social Genetic and Developmental Psychiatry, King’s College London, London, UK
| | - Sarosh R Irani
- Oxford Autoimmune Neurology Group, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
- Department of Neurology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Anne Elmer
- Cambridge Clinical Research Centre, NIHR Clinical Research Facility, Cambridge University Hospitals NHS Foundation Trust, Addenbrooke's Hospital, Cambridge, UK
| | - Nathalie Kingston
- NIHR BioResource, Cambridge University Hospitals NHS Foundation, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, School of Clinical Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Charlotte Summers
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals NHS Foundation, Cambridge Biomedical Campus, Cambridge, UK
| | - John R Bradley
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals NHS Foundation, Cambridge Biomedical Campus, Cambridge, UK
| | - Leonie S Taams
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) and Department Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, Guy's Campus, London, UK
| | - Benedict D Michael
- Clinical Infection Microbiology and Neuroimmunology, Institute of Infection, Veterinary and Ecological Science, Liverpool, UK
| | - Edward T Bullmore
- Department of Psychiatry, University of Cambridge, Herchel Smith Building for Brain and Mind Sciences, Cambridge Biomedical Campus, Cambridge, UK
| | - Kenneth G C Smith
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
- Jeffrey Cheah Biomedical Centre, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, UK
| | - Paul A Lyons
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
- Jeffrey Cheah Biomedical Centre, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, UK
| | - Alasdair J Coles
- Department of Clinical Neurosciences, University of Cambridge, UK
| | - David K Menon
- Division of Anaesthesia, Department of Medicine, University of Cambridge, UK
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13
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Yang T, Yan MZ, Li X, Lau EHY. Sequelae of COVID-19 among previously hospitalized patients up to 1 year after discharge: a systematic review and meta-analysis. Infection 2022; 50:1067-1109. [PMID: 35750943 PMCID: PMC9244338 DOI: 10.1007/s15010-022-01862-3] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 05/21/2022] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Although complications and clinical symptoms of COVID-19 have been elucidated, the prevalence of long-term sequelae of COVID-19 is less clear in previously hospitalized COVID-19 patients. This review and meta-analysis present the occurrence of different symptoms up to 1 year of follow-up for previously hospitalized patients. METHODS We performed a systematic review from PubMed and Web of Science using keywords such as "COVID-19", "SARS-CoV-2", "sequelae", "long-term effect" and included studies with at least 3-month of follow-up. Meta-analyses using random-effects models were performed to estimate the pooled prevalence for different sequelae. Subgroup analyses were conducted by different follow-up time, regions, age and ICU admission. RESULTS 72 articles were included in the meta-analyses after screening 11,620 articles, identifying a total of 167 sequelae related to COVID-19 from 88,769 patients. Commonly reported sequelae included fatigue (27.5%, 95% CI 22.4-33.3%, range 1.5-84.9%), somnipathy (20.1%, 95% CI 14.7-26.9%, range 1.2-64.8%), anxiety (18.0%, 95% CI 13.8-23.1%, range 0.6-47.8%), dyspnea (15.5%, 95% CI 11.3-20.9%, range 0.8-58.4%), PTSD (14.6%, 95% CI 11.3-18.7%, range 1.2-32.0%), hypomnesia (13.4%, 95% CI 8.4-20.7%, range 0.6-53.8%), arthralgia (12.9%, 95% CI 8.4-19.2%, range 0.0-47.8%), depression (12.7%, 95% CI 9.3-17.2%, range 0.6-37.5%), alopecia (11.2%, 95% CI 6.9-17.6%, range 0.0-47.0%) over 3-13.2 months of follow-up. The prevalence of most symptoms reduced after > 9 months of follow-up, but fatigue and somnipathy persisted in 26.2% and 15.1%, respectively, of the patients over a year. COVID-19 patients from Asia reported a lower prevalence than those from other regions. CONCLUSIONS This review identified a wide spectrum of COVID-19 sequelae in previously hospitalized COVID-19 patients, with some symptoms persisting up to 1 year. Management and rehabilitation strategies targeting these symptoms may improve quality of life of recovered patients.
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Affiliation(s)
- Tianqi Yang
- School of Public Health, The University of Hong Kong, Hong Kong, China
| | - Michael Zhipeng Yan
- Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Xingyi Li
- School of Public Health, The University of Hong Kong, Hong Kong, China
| | - Eric H Y Lau
- School of Public Health, The University of Hong Kong, Hong Kong, China.
- Laboratory of Data Discovery for Health Limited, Hong Kong Science Park, Hong Kong, China.
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14
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Pellitteri G, Surcinelli A, De Martino M, Fabris M, Janes F, Bax F, Marini A, Milanic R, Piani A, Isola M, Gigli GL, Valente M. Sleep alterations following COVID-19 are associated with both neuroinflammation and psychological disorders, although at different times. Front Neurol 2022; 13:929480. [PMID: 36062000 PMCID: PMC9428349 DOI: 10.3389/fneur.2022.929480] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 07/27/2022] [Indexed: 11/13/2022] Open
Abstract
IntroductionBy the end of 2019, severe acute respiratory syndrome coronavirus 2 rapidly spread all over the world impacting mental health and sleep habits. Insomnia, impaired sleep quality, and circadian rhythm alterations were all observed during the pandemic, especially among healthcare workers and in patients with acute and post-acute COVID-19. Sleep disruption may induce a pro-inflammatory state associated with an impairment of immune system function.ObjectiveWe investigated the relationship between sleep alterations, psychological disorders, and inflammatory blood biomarkers in patients with post-acute COVID-19.MethodsWe enrolled 47 subjects diagnosed with COVID-19 pneumonia at Santa Maria della Misericordia University Hospital (Udine, Italy) between March and May 2020. Selected patients were evaluated at 2 months (T1) and 10 months (T2) after discharge. Each time, we collected clinical interviews, neurological examinations, and self-administered questionnaires to assess sleep and life quality, anxiety, depression, and post-traumatic stress disorder. Blood biomarkers of endothelial activation, neuroinflammation, and inflammatory cytokines were also measured at each follow-up. Collected variables were analyzed using comparisons between groups and linear regression models.ResultsPrevalence of insomnia increased from 10.6% up to 27.3% after COVID-19. Poor sleep quality was found in 41.5% of patients at both study visits. At T1 follow-up, poor sleepers showed higher levels of neurofilament light chain, vascular cell adhesion molecule 1, and interleukin 10; no significant associations were found between sleep quality and psychological disorders. At T2 follow-up, lower sleep quality was associated with higher levels of vascular cell adhesion molecule 1 and interleukin 8, but also with higher scores for anxiety, depression, and post-traumatic stress disorder.ConclusionOur results suggest an association of poor sleep quality with both psychological disorders and neuroinflammation, although at different times, in previously hospitalized patients with moderate-to-critical COVID-19.
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Affiliation(s)
- Gaia Pellitteri
- Clinical Neurology Unit, Santa Maria della Misericordia University Hospital, Udine, Italy
- *Correspondence: Gaia Pellitteri
| | - Andrea Surcinelli
- Clinical Neurology Unit, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Maria De Martino
- Division of Medical Statistics, Department of Medical Area, University of Udine, Udine, Italy
| | - Martina Fabris
- Institute of Clinical Pathology, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Francesco Janes
- Clinical Neurology Unit, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Francesco Bax
- Clinical Neurology Unit, Santa Maria della Misericordia University Hospital, Udine, Italy
| | | | - Romina Milanic
- Institute of Clinical Pathology, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Antonella Piani
- Neurology Unit, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Miriam Isola
- Division of Medical Statistics, Department of Medical Area, University of Udine, Udine, Italy
| | - Gian Luigi Gigli
- Clinical Neurology Unit, Santa Maria della Misericordia University Hospital, Udine, Italy
- Department of Medical Area (DAME), University of Udine, Udine, Italy
| | - Mariarosaria Valente
- Clinical Neurology Unit, Santa Maria della Misericordia University Hospital, Udine, Italy
- Department of Medical Area (DAME), University of Udine, Udine, Italy
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15
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Serum neurofilament light chain levels in Covid-19 patients without major neurological manifestations. J Neurol 2022; 269:5691-5701. [PMID: 35781535 PMCID: PMC9252542 DOI: 10.1007/s00415-022-11233-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Revised: 06/13/2022] [Accepted: 06/14/2022] [Indexed: 12/27/2022]
Abstract
Background Increased serum levels of neurofilament light chain (sNFL), a biomarker of neuroaxonal damage, have been reported in patients with Covid-19. We aimed at investigating whether sNFL is increased in Covid-19 patients without major neurological manifestations, is associated with disease severity, respiratory and routine blood parameters, and changes longitudinally in the short term. Methods sNFL levels were measured with single molecule array (Simoa) technology in 57 hospitalized Covid-19 patients without major neurological manifestations and in 30 neurologically healthy controls. Patients were evaluated for PaO2/FiO2 ratio on arterial blood gas, Brescia Respiratory Covid Severity Scale (BRCSS), white blood cell counts, serum C-reactive protein (CRP), plasma D-dimer, plasma fibrinogen, and serum creatinine at admission. In 20 patients, NFL was also measured on serum samples obtained at a later timepoint during the hospital stay. Results Covid-19 patients had higher baseline sNFL levels compared to controls, regardless of disease severity. Baseline sNFL correlated with serum CRP and plasma D-dimer in patients with mild disease, but was not associated with measures of respiratory impairment. Longitudinal sNFL levels tended to be higher than baseline ones, albeit not significantly, and correlated with serum CRP and plasma D-dimer. The PaO2/FiO2 ratio was not associated with longitudinal sNFL, whereas BRCSS only correlated with longitudinal sNFL variation. Conclusions We provide neurochemical evidence of subclinical axonal damage in Covid-19 also in the absence of major neurological manifestations. This is apparently not fully explained by hypoxic injury; rather, systemic inflammation might promote this damage. However, a direct neurotoxic effect of SARS-CoV-2 cannot be excluded.
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16
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Peluso MJ, Sans HM, Forman CA, Nylander AN, Ho HE, Lu S, Goldberg SA, Hoh R, Tai V, Munter SE, Chenna A, Yee BC, Winslow JW, Petropoulos CJ, Martin JN, Kelly J, Durstenfeld MS, Hsue PY, Hunt PW, Greene M, Chow FC, Hellmuth J, Henrich TJ, Glidden DV, Deeks SG. Plasma Markers of Neurologic Injury and Inflammation in People With Self-Reported Neurologic Postacute Sequelae of SARS-CoV-2 Infection. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2022; 9:9/5/e200003. [PMID: 35701186 PMCID: PMC9210548 DOI: 10.1212/nxi.0000000000200003] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 04/25/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND OBJECTIVES The biologic mechanisms underlying neurologic postacute sequelae of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (PASC) are incompletely understood. METHODS We measured markers of neurologic injury (glial fibrillary acidic protein [GFAP], neurofilament light chain [NfL]) and soluble markers of inflammation among a cohort of people with prior confirmed SARS-CoV-2 infection at early and late recovery after the initial illness (defined as less than and greater than 90 days, respectively). The primary clinical outcome was the presence of self-reported CNS PASC symptoms during the late recovery time point. We compared fold changes in marker values between those with and without CNS PASC symptoms using linear mixed-effects models and examined relationships between neurologic and immunologic markers using rank linear correlations. RESULTS Of 121 individuals, 52 reported CNS PASC symptoms. During early recovery, those who went on to report CNS PASC symptoms had elevations in GFAP (1.3-fold higher mean ratio, 95% CI 1.04-1.63, p = 0.02), but not NfL (1.06-fold higher mean ratio, 95% CI 0.89-1.26, p = 0.54). During late recovery, neither GFAP nor NfL levels were elevated among those with CNS PASC symptoms. Although absolute levels of NfL did not differ, those who reported CNS PASC symptoms demonstrated a stronger downward trend over time in comparison with those who did not report CNS PASC symptoms (p = 0.041). Those who went on to report CNS PASC also exhibited elevations in interleukin 6 (48% higher during early recovery and 38% higher during late recovery), monocyte chemoattractant protein 1 (19% higher during early recovery), and tumor necrosis factor α (19% higher during early recovery and 13% higher during late recovery). GFAP and NfL correlated with levels of several immune activation markers during early recovery; these correlations were attenuated during late recovery. DISCUSSION Self-reported neurologic symptoms present approximately 4 months after SARS-CoV-2 infection are associated with elevations in markers of neurologic injury and inflammation at earlier time points. Some inflammatory pathways seem to be involved months after acute infection. Additional work will be needed to better characterize these processes and to identify interventions to prevent or treat this condition.
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Affiliation(s)
| | | | | | | | | | - Scott Lu
- From the Division of HIV, Infectious Diseases, and Global Medicine (M.J.P., H.M.S., C.A.F., R.H., V.T., S.G.D.), and Department of Neurology (A.N.N.), University of California, San Francisco; Icahn School of Medicine at Mount Sinai (H.H.), New York; Department of Epidemiology and Biostatistics (S.L., S.A.G., J.N.M., J.D.K., D.V.G.), and Division of Experimental Medicine (S.E.M., P.W.H., T.J.H.), University of California, San Francisco; Monogram Biosciences Inc. (A.C., B.C.Y., J.W.W., C.J.P.), South San Francisco, CA; Division of Cardiology (M.S.D., P.Y.H.), Division of Geriatrics (M.G.), Weill Institute for Neurosciences (F.C.C.), Departments of Neurology and Medicine (Infectious Diseases), and Memory and Aging Center (J.H.), Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco.
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