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Albu TA, Iacob N, Susan-Resiga D. Neurological Impact of SARS-CoV-2 Changing Variants: A 4-Year DW-MRI Study on Olfactory and Taste-Related Brain Regions. Int J Mol Sci 2025; 26:3164. [PMID: 40243943 PMCID: PMC11989964 DOI: 10.3390/ijms26073164] [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: 02/19/2025] [Revised: 03/23/2025] [Accepted: 03/27/2025] [Indexed: 04/18/2025] Open
Abstract
Neurological symptoms such as impaired smell and taste have been recognized as hallmark manifestations of severe acute respiratory syndrome coronavirus (SARS-CoV-2) infection. This study investigates and quantifies microstructural changes in the white matter of the olfactory bulb and taste-related brain regions (frontal operculum, insular cortex and parietal operculum) using diffusion-weighted magnetic resonance imaging (DW-MRI). Apparent diffusion coefficient (ADC) values were measured in patients with confirmed coronavirus disease of 2019 (COVID-19) at the onset of anosmia and ageusia (24 patients, scanned between March and December 2020), 1 month post-infection (20 subjects) and 36 months post-infection (20 participants). ADC values were analyzed over time and compared to normal white matter ADC ranges (calculated retrospectively from 979 pre-pandemic patients) and to those from patients infected with the 2024 strain of SARS-CoV-2 (27 patients). The results revealed significantly elevated ADC values in the white matter of the targeted brain regions, with a peak at the time of infection, followed by a decline 1 month post-infection, and a return to near-normal levels 3 years later. In contrast, the 2024 COVID-19 variant demonstrated reduced virus-related alterations in brain microstructure compared to the 2020 strain. These findings highlight the potential of DWI as a non-invasive tool for elucidating the molecular mechanisms underlying olfactory and taste dysfunction in COVID-19 patients.
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Affiliation(s)
- Teodora Anca Albu
- Department of Physics, West University of Timisoara, 300223 Timisoara, Romania
- ScanExpert, 300627 Timisoara, Romania
| | | | - Daniela Susan-Resiga
- Department of Physics, West University of Timisoara, 300223 Timisoara, Romania
- Academia Romana Filiala Timisoara, 300223 Timisoara, Romania
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Wood GK, Sargent BF, Ahmad ZUA, Tharmaratnam K, Dunai C, Egbe FN, Martin NH, Facer B, Pendered SL, Rogers HC, Hübel C, van Wamelen DJ, Bethlehem RAI, Giunchiglia V, Hellyer PJ, Trender W, Kalsi G, Needham E, Easton A, Jackson TA, Cunningham C, Upthegrove R, Pollak TA, Hotopf M, Solomon T, Pett SL, Shaw PJ, Wood N, Harrison NA, Miller KL, Jezzard P, Williams G, Duff EP, Williams S, Zelaya F, Smith SM, Keller S, Broome M, Kingston N, Husain M, Vincent A, Bradley J, Chinnery P, Menon DK, Aggleton JP, Nicholson TR, Taylor JP, David AS, Carson A, Bullmore E, Breen G, Hampshire A, Michael BD, Paddick SM, Leek EC. Posthospitalization COVID-19 cognitive deficits at 1 year are global and associated with elevated brain injury markers and gray matter volume reduction. Nat Med 2025; 31:245-257. [PMID: 39312956 PMCID: PMC11750706 DOI: 10.1038/s41591-024-03309-8] [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: 12/28/2023] [Accepted: 09/18/2024] [Indexed: 09/25/2024]
Abstract
The spectrum, pathophysiology and recovery trajectory of persistent post-COVID-19 cognitive deficits are unknown, limiting our ability to develop prevention and treatment strategies. We report the 1-year cognitive, serum biomarker and neuroimaging findings from a prospective, national study of cognition in 351 COVID-19 patients who required hospitalization, compared with 2,927 normative matched controls. Cognitive deficits were global, associated with elevated brain injury markers and reduced anterior cingulate cortex volume 1 year after COVID-19. Severity of the initial infective insult, postacute psychiatric symptoms and a history of encephalopathy were associated with the greatest deficits. There was strong concordance between subjective and objective cognitive deficits. Longitudinal follow-up in 106 patients demonstrated a trend toward recovery. Together, these findings support the hypothesis that brain injury in moderate to severe COVID-19 may be immune-mediated, and should guide the development of therapeutic strategies.
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Affiliation(s)
- Greta K Wood
- Department of Clinical Infection, Microbiology & Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
| | - Brendan F Sargent
- Department of Clinical Infection, Microbiology & Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, Oxford University, Oxford, UK
| | - Zain-Ul-Abideen Ahmad
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Kukatharmini Tharmaratnam
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Liverpool, UK
| | - Cordelia Dunai
- Department of Clinical Infection, Microbiology & Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Franklyn N Egbe
- Department of Clinical Infection, Microbiology & Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Naomi H Martin
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Bethany Facer
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Sophie L Pendered
- Department of Clinical Infection, Microbiology & Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Henry C Rogers
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Christopher Hübel
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- National Centre for Register-based Research, Aarhus Business and Social Sciences, Aarhus University, Aarhus, Denmark
- Department of Pediatric Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Daniel J van Wamelen
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Parkinson's Foundation Center of Excellence, King's College Hospital, London, UK
- Department of Neurology; Centre of Expertise for Parkinson & Movement Disorders, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | | | | | - Peter J Hellyer
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - William Trender
- Department of Brain Sciences, Imperial College London, London, UK
| | - Gursharan Kalsi
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Edward Needham
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Ava Easton
- Department of Clinical Infection, Microbiology & Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- Encephalitis International, Malton, UK
| | - Thomas A Jackson
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Colm Cunningham
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Rachel Upthegrove
- Institute for Mental Health, School of Psychology, University of Birmingham, Birmingham, UK
| | - Thomas A Pollak
- Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- South London and Maudsley NHS Foundation Trust, London, UK
| | - Matthew Hotopf
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Tom Solomon
- Department of Clinical Infection, Microbiology & Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- The Pandemic Institute, University of Liverpool, Liverpool, UK
- Department of Neurology, Walton Centre Foundation Trust, Liverpool, UK
| | - Sarah L Pett
- MRC Clinical Trials Unit, UCL, London, UK
- Institute of Clinical Trials and Methodology, UCL, London, UK
- Institute for Global Health, UCL, London, UK
| | - Pamela J Shaw
- Division of Neuroscience, School of Medicine and Population Health, University of Sheffield, Sheffield, UK
- Sheffield Institute for Translational Neuroscience, NIHR Biomedical Research Centre, University of Sheffield, Sheffield, UK
| | - Nicholas Wood
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, UCL, London, UK
- UCL Genetics Institute, Division of Biosciences, UCL, London, UK
| | - Neil A Harrison
- Cardiff University Brain Research Imaging Centre, School of Medicine, Cardiff University, Cardiff, UK
| | - Karla L Miller
- Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, Oxford University, Oxford, UK
| | - Peter Jezzard
- Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, Oxford University, Oxford, UK
| | - Guy Williams
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Eugene P Duff
- UK Dementia Research Institute, Department of Brain Sciences, Imperial College London, London, UK
| | - Steven Williams
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Fernando Zelaya
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- NIHR Maudsley Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust, London, UK
| | - Stephen M Smith
- Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, Oxford University, Oxford, UK
| | - Simon Keller
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Matthew Broome
- Institute for Mental Health, School of Psychology, University of Birmingham, Birmingham, UK
- Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Nathalie Kingston
- NIHR Bioresource, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Haematology, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Masud Husain
- Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Oxford, UK
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Angela Vincent
- Nuffield Department of Clinical Neuroscience, John Radcliffe Hospital, University of Oxford, Oxford, UK
| | - John Bradley
- NIHR Bioresource, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Patrick Chinnery
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- MRC Mitochondrial Biology Unit, University of Cambridge, Cambridge, UK
| | - David K Menon
- Section of Perioperative, Acute, Critical Care and Emergency Medicine, Department of Medicine, University of Cambridge, Cambridge, UK
| | | | - Timothy R Nicholson
- Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- South London and Maudsley NHS Foundation Trust, London, UK
- Neuropsychiatry Research and Education Group, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - John-Paul Taylor
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK
- Old Age Psychiatry, Tyne and Wear NHS Trust, Newcastle, UK
| | - Anthony S David
- Department of Psychiatry, Institute of Mental Health, UCL, London, UK
| | - Alan Carson
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Ed Bullmore
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Department of Psychiatry, Institute of Behavioural and Clinical Neuroscience, University of Cambridge, Cambridge, UK
| | - Gerome Breen
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- NIHR Maudsley Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust, London, UK
| | - Adam Hampshire
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Benedict D Michael
- Department of Clinical Infection, Microbiology & Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK.
- NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK.
- Department of Neurology, Walton Centre Foundation Trust, Liverpool, UK.
| | - Stella-Maria Paddick
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK
- Department of Old Age Psychiatry, Gateshead Health NHS Foundation Trust, Gateshead, UK
- Millenium Institute for Care Research (MICARE), Santiago, Chile
| | - E Charles Leek
- Department of Psychology, Institute of Population Health, Institute of Life and Human Sciences, University of Liverpool, Liverpool, UK
- School of Psychology, University of Southampton, Southampton, UK
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Zhang S, Yuan M, He D, Dang W, Zhang W. Long-term follow-up of brain regional changes and the association with cognitive impairment in quarantined COVID-19 survivors. Eur Arch Psychiatry Clin Neurosci 2024; 274:1911-1922. [PMID: 38319396 DOI: 10.1007/s00406-023-01741-4] [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: 07/05/2023] [Accepted: 12/11/2023] [Indexed: 02/07/2024]
Abstract
OBJECTIVE This study aimed to evaluate the neuropsychiatric symptoms of quarantined COVID-19 survivors 15 months after discharge and explore its potential association with structural and functional brain changes and inflammation. METHODS A total of 51 quarantined COVID-19 survivors and 74 healthy controls were included in this study. Cognitive function was assessed using the THINC-integrated tool. Structural brain changes were examined through both surface- and volume-based analyses, and functional changes were assessed using resting-state amplitude low-frequency fluctuation (ALFF). Serum inflammatory markers were measured by a multiplexed flow cytometric assay. RESULTS COVID-19 survivors exhibited subjective cognitive decline compared to healthy controls, despite no significant differences in objective cognitive tasks. Structural analysis revealed significantly increased gray matter volume and cortical surface area in the left transverse temporal gyrus (Heschl's gyrus) in quarantined COVID-19 survivors. This enlargement was negatively correlated with cognitive impairment. The ALFF analysis showed decreased neural activity in multiple brain regions. Elevated levels of serum inflammatory markers were also found in COVID-19 survivors, including MIP-1a, MIP-1b, TNF-a, and IL-8, which correlated with functional abnormalities. CONCLUSIONS Our findings indicate a subjective cognitive decline in quarantined COVID-19 survivors 15 months after discharge, which is associated with brain structural alterations in the left Heschl's gyrus. The observed elevation of inflammatory markers suggests a potential mechanism involving inflammation-induced neurogenesis. These results contribute to our understanding of the possible mechanisms underlying long-term neuropsychiatric consequences of COVID-19 and highlight the need for further research to develop targeted interventions.
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Affiliation(s)
- Simai Zhang
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, No. 37 Guoxue Street, Chengdu, 610041, China
- Med-X Center for Informatics, Sichuan University, Chengdu, 610041, China
| | - Minlan Yuan
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, 610041, China.
| | - Danmei He
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Wen Dang
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Wei Zhang
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, No. 37 Guoxue Street, Chengdu, 610041, China.
- Med-X Center for Informatics, Sichuan University, Chengdu, 610041, China.
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, 610041, China.
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Capelli S, Arrigoni A, Napolitano A, Pezzetti G, Remuzzi A, Zangari R, Lorini FL, Sessa M, Caroli A, Gerevini S. MRI evidence of gray matter loss in COVID-19 patients with cognitive and olfactory disorders. Ann Clin Transl Neurol 2024; 11:2457-2472. [PMID: 39080851 PMCID: PMC11537127 DOI: 10.1002/acn3.52164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 07/10/2024] [Accepted: 07/12/2024] [Indexed: 11/06/2024] Open
Abstract
OBJECTIVE The aim of this study was to assess COVID-19-related gray matter (GM) structural alterations in two distinct groups of patients presenting with the prevailing and distinctive COVID-19-related neurological symptoms - isolated olfactory disorders as sole neurological manifestation (COVID-OD) and cognitive disorders (COVID-CD) - as compared to a control group of unaffected individuals. METHODS The study included 61 COVID-CD patients (57 [60-63] years, 62% females), 84 COVID-OD patients (49 [35-57] years, 60% females), and 17 controls (51 [41-52] years, 41% females). Region-based morphometry (RBM) and voxel-based morphometry (VBM) were performed on T1-weighted MRI scans to assess GM regional volume and voxel-wise density differences between COVID-19 patients and controls. Surface-based morphometry (SBM) was applied to investigate cortical thickness alterations. The statistical models built to assess GM structural differences among groups included total intracranial volume and age as nuisance variables. RESULTS The multi-morphometric analysis revealed statistically significant (p < 0.05 corrected for multiple comparisons) reduction in GM regional volumes, in voxel-wise GM density and in cortical thickness in both COVID-CD and COVID-OD patient groups as compared to controls. Across all three analyses, COVID-CD patients showed more distributed and severe GM loss than COVID-OD patients. The most prominently affected GM regions in the COVID-CD group included the hippocampus, putamen, cingulate gyrus, precuneus, precentral and postcentral gyri, amygdala, lingual gyrus, and caudate nucleus. INTERPRETATION Our MRI findings show that COVID-19-related olfactory and cognitive disorders both induce GM atrophy, although at different degrees of severity, likely indicative of neurodegeneration and neuroinflammation.
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Affiliation(s)
- Serena Capelli
- Bioengineering DepartmentIstituto di Ricerche Farmacologiche Mario Negri IRCCSRanicaBGItaly
| | - Alberto Arrigoni
- Bioengineering DepartmentIstituto di Ricerche Farmacologiche Mario Negri IRCCSRanicaBGItaly
| | | | - Giulio Pezzetti
- Department of NeuroradiologyASST Papa Giovanni XXIIIBergamoItaly
| | - Andrea Remuzzi
- Department of Management, Information and Production EngineeringUniversity of BergamoDalmineBGItaly
| | - Rosalia Zangari
- FROM Research FoundationASST Papa Giovanni XXIIIBergamoItaly
| | | | - Maria Sessa
- Department of NeurologyASST Papa Giovanni XXIIIBergamoItaly
| | - Anna Caroli
- Bioengineering DepartmentIstituto di Ricerche Farmacologiche Mario Negri IRCCSRanicaBGItaly
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5
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Arrigoni A, Previtali M, Bosticardo S, Pezzetti G, Poloni S, Capelli S, Napolitano A, Remuzzi A, Zangari R, Lorini FL, Sessa M, Daducci A, Caroli A, Gerevini S. Brain microstructure and connectivity in COVID-19 patients with olfactory or cognitive impairment. Neuroimage Clin 2024; 43:103631. [PMID: 38878591 PMCID: PMC11225694 DOI: 10.1016/j.nicl.2024.103631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 05/31/2024] [Accepted: 06/11/2024] [Indexed: 07/08/2024]
Abstract
INTRODUCTION The COVID-19 pandemic has affected millions worldwide, causing mortality and multi-organ morbidity. Neurological complications have been recognized. This study aimed to assess brain structural, microstructural, and connectivity alterations in patients with COVID-19-related olfactory or cognitive impairment using post-acute (time from onset: 264[208-313] days) multi-directional diffusion-weighted MRI (DW-MRI). METHODS The study included 16 COVID-19 patients with cognitive impairment (COVID-CM), 35 COVID-19 patients with olfactory disorder (COVID-OD), and 14 controls. A state-of-the-art processing pipeline was developed for DW-MRI pre-processing, mean diffusivity and fractional anisotropy computation, fiber density and cross-section analysis, and tractography of white-matter bundles. Brain parcellation required for probing network connectivity, region-specific microstructure and volume, and cortical thickness was based on T1-weighted scans and anatomical atlases. RESULTS Compared to controls, COVID-CM patients showed overall gray matter atrophy (age and sex corrected p = 0.004), and both COVID-19 patient groups showed regional atrophy and cortical thinning. Both groups presented an increase in gray matter mean diffusivity (corrected p = 0.001), decrease in white matter fiber density and cross-section (corrected p < 0.05), , and COVID-CM patients also displayed an overall increased diffusivity (p = 0.022) and decreased anisotropy (corrected p = 0.038) in white matter. Graph-based analysis revealed reduced network modularity, with an extensive pattern of connectivity increase, in conjunction with a localized reduction in a few connections, mainly located in the left hemisphere. The left cingulate, anterior cingulate, and insula were primarily involved. CONCLUSION Expanding upon previous findings, this study further investigated significant alterations in brain morphology, microstructure, and connectivity in COVID-19 patients with olfactory or cognitive disfunction. These findings suggest underlying neurodegeneration, neuroinflammation, and concomitant compensatory mechanisms. Future longitudinal studies are required to monitor the alterations over time and assess their transient or permanent nature.
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Affiliation(s)
- Alberto Arrigoni
- Department of Biomedical Engineering, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, Italy.
| | - Mattia Previtali
- Department of Biomedical Engineering, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, Italy
| | - Sara Bosticardo
- Department of Computer Science, University of Verona, Italy; Translational Imaging in Neurology (ThINK), Department of Biomedical Engineering, Faculty of Medicine, Basel, Switzerland.
| | - Giulio Pezzetti
- Department of Neuroradiology, ASST Papa Giovanni XXIII, Bergamo, Italy.
| | - Sofia Poloni
- Department of Biomedical Engineering, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, Italy.
| | - Serena Capelli
- Department of Biomedical Engineering, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, Italy.
| | - Angela Napolitano
- Department of Neuroradiology, ASST Papa Giovanni XXIII, Bergamo, Italy.
| | - Andrea Remuzzi
- Department of Management Information and Production Engineering, University of Bergamo, Dalmine, Italy.
| | - Rosalia Zangari
- FROM Research Foundation, ASST Papa Giovanni XXIII, Bergamo, Italy.
| | - Ferdinando Luca Lorini
- Department of Emergency and Critical Care Area, ASST Papa Giovanni XXIII, Bergamo, Italy.
| | - Maria Sessa
- Department of Neurology, ASST Papa Giovanni XXIII, Bergamo, Italy.
| | | | - Anna Caroli
- Department of Biomedical Engineering, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, Italy.
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Rudroff T. Long COVID in Brain Health Research: A Call to Action. Brain Sci 2024; 14:587. [PMID: 38928587 PMCID: PMC11201626 DOI: 10.3390/brainsci14060587] [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: 05/22/2024] [Revised: 06/03/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
The COVID-19 pandemic has brought attention to the long-term consequences of the virus, particularly the persistent symptoms that characterize long COVID. This syndrome, which can last for months after the initial infection, includes a range of neurological and neuropsychiatric manifestations that have significant implications for brain health and dementia research. This review explores the current understanding of long COVID's cognitive, neurological, and psychiatric symptoms and their potential impact on brain stimulation and neuroimaging studies. It argues that researchers must adapt their study designs and screening processes to account for the confounding effects of long COVID and ensure the accuracy and reliability of their findings. To advance the understanding of this condition and its long-term effects on brain health, the review proposes a series of strategies, including the development of standardized screening tools, the investigation of underlying mechanisms, and the identification of risk factors and protective factors. It also emphasizes the importance of collaborative research efforts and international data sharing platforms in accelerating the pace of discovery and developing targeted interventions for individuals with long COVID. As the prevalence of this condition continues to grow, it is imperative that the neuroscience community comes together to address this challenge and support those affected by long COVID.
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Affiliation(s)
- Thorsten Rudroff
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52242, USA;
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA 52242, USA
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7
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Nada MG, Almalki YE, Basha MAA, Metwally MI, Dessouky R, Radwan MHSS, Zaitoun MMA, Abdalla AAEHM, Bessar AAA, Tantwy EF, Assy MM, Dawoud BM, Hanna D, Gohary MM, Alduraibi SK, Lduraibi AK, Eldib DB, Khater HM, Sarhan NT, Hamed DE, Saadawy SF, Huneif MA, Abdelkhalik Basha AM, Libda YI. Insights Into MRI Neuroimaging Patterns of COVID-19 in Children: A Retrospective Comprehensive Analysis. Acad Radiol 2024; 31:2536-2549. [PMID: 38614828 DOI: 10.1016/j.acra.2024.03.018] [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: 02/06/2024] [Revised: 03/16/2024] [Accepted: 03/17/2024] [Indexed: 04/15/2024]
Abstract
RATIONALE AND OBJECTIVES Neurological complications associated with coronavirus disease (COVID-19) have been reported in children; however, data on neuroimaging findings remain limited. This study aimed to comprehensively examine neuroimaging patterns of COVID-19 in children and their relationship with clinical outcomes. MATERIALS AND METHODS This retrospective cross-sectional study involved reviewing the medical records and MRI scans of 95 children who developed new neurological symptoms within 2-4 weeks of clinical and laboratory confirmation of COVID-19. Patients were categorized into four groups based on guidelines approved by the Centers for Disease Control and Prevention (CDC). Initial brain/spinal MRI was performed. Images were reviewed by three blinded radiologists, and the findings were analyzed and categorized based on the observed patterns in the brain and spinal cord. Follow-up MRI was performed and analyzed to track lesion progression. RESULTS Encephalopathy was the most common neurological symptom (50.5%). The most common initial MRI involvement patterns were non-confluent multifocal hyperintense white matter (WM) lesions (36.8%) and ischemia (18.9%). Most patients who underwent follow-up MRI (n = 56) showed complete resolution (69.9%); however, some patients developed encephalomalacia and myelomalacia (23.2% and 7.1%, respectively). Non-confluent hyperintense WM lesions were associated with good outcomes (45.9%, P = 0.014), whereas ischemia and hemorrhage were associated with poor outcomes (44.1%, P < 0.001). CONCLUSION This study revealed diverse neuroimaging patterns in pediatric COVID-19 patients. Non-confluent WM lesions were associated with good outcomes, whereas ischemia and hemorrhage were associated with poorer prognoses. Understanding these patterns is crucial for their early detection, accurate diagnosis, and appropriate management.
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Affiliation(s)
- Mohamad Gamal Nada
- Department of Diagnostic Radiology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Yassir Edrees Almalki
- Division of Radiology, Department of Internal Medicine, Medical College, Najran University, Najran, Kingdom of Saudi Arabia
| | | | - Maha Ibrahim Metwally
- Department of Diagnostic Radiology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Riham Dessouky
- Department of Diagnostic Radiology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | | | - Mohamed M A Zaitoun
- Department of Diagnostic Radiology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | | | - Ahmed A A Bessar
- Department of Diagnostic Radiology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Engy Fathy Tantwy
- Department of Diagnostic Radiology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Mostafa Mohamad Assy
- Department of Diagnostic Radiology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Bassant Mahmoud Dawoud
- Department of Diagnostic Radiology, Faculty of Human Medicine, Tanta University, Tanta, Egypt
| | - Diana Hanna
- Pediatric Department, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Mahmoud M Gohary
- Pediatric Department, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Sharifa Khalid Alduraibi
- Department of Radiology, College of Medicine, Qassim University, Buraidah, Kingdom of Saudi Arabia
| | - Alaa K Lduraibi
- Department of Radiology, College of Medicine, Qassim University, Buraidah, Kingdom of Saudi Arabia
| | - Diaa Bakry Eldib
- Department of Radiology, Faculty of Human Medicine, Benha University, Benha, Egypt
| | - Hamada M Khater
- Department of Radiology, Faculty of Human Medicine, Benha University, Benha, Egypt
| | - Noha T Sarhan
- Department of Neurology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Dina Esmat Hamed
- Department of Dermatology, Venereology, and Andrology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Sara F Saadawy
- Medical Biochemistry Department, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
| | - Mohammed A Huneif
- Pediatric Department, Medical College, Najran University, Najran, Saudi Arabia
| | | | - Yasmin Ibrahim Libda
- Department of Diagnostic Radiology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt
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8
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Annesley SJ, Missailidis D, Heng B, Josev EK, Armstrong CW. Unravelling shared mechanisms: insights from recent ME/CFS research to illuminate long COVID pathologies. Trends Mol Med 2024; 30:443-458. [PMID: 38443223 DOI: 10.1016/j.molmed.2024.02.003] [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: 11/20/2023] [Revised: 01/29/2024] [Accepted: 02/13/2024] [Indexed: 03/07/2024]
Abstract
Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a debilitating chronic illness often triggered by an initiating acute event, mainly viral infections. The transition from acute to chronic disease remains unknown, but interest in this phenomenon has escalated since the COVID-19 pandemic and the post-COVID-19 illness, termed 'long COVID' (LC). Both ME/CFS and LC share many clinical similarities. Here, we present recent findings in ME/CFS research focussing on proposed disease pathologies shared with LC. Understanding these disease pathologies and how they influence each other is key to developing effective therapeutics and diagnostic tests. Given that ME/CFS typically has a longer disease duration compared with LC, with symptoms and pathologies evolving over time, ME/CFS may provide insights into the future progression of LC.
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Affiliation(s)
- Sarah J Annesley
- Department of Microbiology, Anatomy, Physiology and Pharmacology, La Trobe University, VIC, Australia.
| | - Daniel Missailidis
- Department of Microbiology, Anatomy, Physiology and Pharmacology, La Trobe University, VIC, Australia
| | - Benjamin Heng
- Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Elisha K Josev
- Neurodisability & Rehabilitation, Clinical Sciences, Murdoch Children's Research Institute, Parkville, VIC, Australia; Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Parkville, VIC, Australia; Mercy Hospital for Women, Heidelberg, VIC, Australia
| | - Christopher W Armstrong
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, VIC, Australia
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9
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Delgado-Alonso C, Delgado-Alvarez A, Díez-Cirarda M, Oliver-Mas S, Cuevas C, Montero-Escribano P, Ramos-Leví AM, Gil-Moreno MJ, López-Carbonero JI, Hermann BP, Matias-Guiu J, Matias-Guiu JA. Cognitive profile in multiple sclerosis and post-COVID condition: a comparative study using a unified taxonomy. Sci Rep 2024; 14:9806. [PMID: 38684843 PMCID: PMC11059260 DOI: 10.1038/s41598-024-60368-0] [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: 06/29/2023] [Accepted: 04/22/2024] [Indexed: 05/02/2024] Open
Abstract
Post-COVID condition (PCC) and multiple sclerosis (MS) share some clinical and demographic features, including cognitive symptoms and fatigue. Some pathophysiological mechanisms well-known in MS, such as autoimmunity, neuroinflammation and myelin damage, have also been implicated in PCC. In this study, we aimed to compare the cognitive phenotypes of two large cohorts of patients with PCC and MS, and to evaluate the relationship between fatigue and cognitive performance. Cross-sectional study including 218 patients with PCC and 218 with MS matched by age, sex, and years of education. Patients were evaluated with a comprehensive neuropsychological protocol and were categorized according to the International Classification of Cognitive Disorders system. Fatigue and depression were also assessed. Cognitive profiles of PCC and MS largely overlapped, with a greater impairment in episodic memory in MS, but with small effect sizes. The most salient deficits in both disorders were in attention and processing speed. The severity of fatigue was greater in patients with PCC. Still, the correlations between fatigue severity and neuropsychological tests were more prominent in the case of MS. There were no differences in the severity of depression among groups. Our study found similar cognitive profiles in PCC and MS. Fatigue was more severe in PCC, but was more associated with cognitive performance in MS. Further comparative studies addressing the mechanisms related to cognitive dysfunction and fatigue may be of interest to advance the knowledge of these disorders and develop new therapies.
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Affiliation(s)
- Cristina Delgado-Alonso
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain
| | - Alfonso Delgado-Alvarez
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain
| | - María Díez-Cirarda
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain
| | - Silvia Oliver-Mas
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain
| | - Constanza Cuevas
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain
| | - Paloma Montero-Escribano
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain
| | - Ana Maria Ramos-Leví
- Department of Endocrinology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), Madrid, Spain
| | - María José Gil-Moreno
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain
| | - Juan Ignacio López-Carbonero
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain
| | - Bruce P Hermann
- Department of Neurology, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Jorge Matias-Guiu
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain
| | - Jordi A Matias-Guiu
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigacion Sanitaria "San Carlos" (IdISSC), C/Profesor Martín Lagos, 28040, Madrid, Spain.
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10
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Clouston S, Huang C, Ying J, Sekendiz Z, Kritikos M, Fontana A, Bangiyev L, Luft B. Neuroinflammatory imaging markers in white matter: insights into the cerebral consequences of post-acute sequelae of COVID-19 (PASC). RESEARCH SQUARE 2024:rs.3.rs-3760289. [PMID: 38313257 PMCID: PMC10836117 DOI: 10.21203/rs.3.rs-3760289/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2024]
Abstract
Symptoms of coronavirus disease 2019 (COVID-19) can persist for months or years after infection, a condition called Post-Acute Sequelae of COVID-19 (PASC). Whole-brain white matter and cortical gray matter health were assessed using multi-shell diffusion tensor imaging. Correlational tractography was utilized to dissect the nature and extent of white matter changes. In this study of 42 male essential workers, the most common symptoms of Neurological PASC (n = 24) included fatigue (n = 19) and headache (n = 17). Participants with neurological PASC demonstrated alterations to whole-brain white matter health when compared to controls made up of uninfected, asymptomatic, or mildly infected controls (n = 18). Large differences were evident between PASC and controls in measures of fractional anisotropy (Cohen's D=-0.54, P = 0.001) and cortical isotropic diffusion (Cohen's D = 0.50, P = 0.002). Symptoms were associated with white matter fractional anisotropy (fatigue: rho = -0.62, P< 0.001; headache: rho = -0.66, P < 0.001), as well as nine other measures of white and gray matter health. Brain fog was associated with improved cerebral functioning including improved white matter isotropic diffusion and quantitative anisotropy. This study identified changes across measures of white and gray matter connectivity, neuroinflammation, and cerebral atrophy that were interrelated and associated with differences in symptoms of PASC. These results provide insights into the long-term cerebral implications of COVID-19.
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11
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Fierro G, Milan B, Bettinelli S, Bottari E, Bugada D, Roncagliolo I, Arosio M, Farina C, Lorini FL. Safety of spinal anesthesia and analysis of cerebrospinal fluid in SARS-CoV-2 pregnant women undergoing cesarean section: an observational prospective study. JOURNAL OF ANESTHESIA, ANALGESIA AND CRITICAL CARE 2023; 3:49. [PMID: 38017591 PMCID: PMC10685510 DOI: 10.1186/s44158-023-00135-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/08/2023] [Indexed: 11/30/2023]
Abstract
BACKGROUND Systemic infection has always been considered a relative contraindication to neuraxial anesthesia, despite the fact that infectious complications are relatively uncommon. Pregnancy-related physiological changes and coronavirus disease (COVID-19) neurotropic features may facilitate the virus' entry into the central nervous system. The principal aim of this study was to test the safety of spinal anesthesia in "severe acute respiratory syndrome coronavirus 2" (SARS-CoV-2)-positive pregnant women and to examine cerebrospinal fluid (CSF) characteristics. METHODS We conducted a prospective observational single-center study in asymptomatic or paucisymptomatic consecutive pregnant SARS-CoV-2 patients who underwent spinal anesthesia for cesarean section. Women with severe infection were excluded because they underwent general anesthesia. At the time of spinal anesthesia, we collected CSF samples, and then we performed a chemical-physical analysis to look for signs of inflammation and for SARS-CoV-2 genome. RESULTS We included 26 women. No spinal anesthesia complications were reported in the perioperative period and after 2 months. All CSF samples were crystal clear, and all physical-chemical values were within physiological ranges: the median concentration of CSF/plasma glucose ratio was 0.66, IQR 0.5500 (0.6000-0.7100), and the average CSF protein concentration value was 23.2 mg/dl (SD 4.87). In all samples, genomes of SARS-CoV-2 and other neurotropic viruses were not detected. CONCLUSIONS Spinal anesthesia was safe in SARS-CoV-2 pregnant women with mild disease; no clinical maternal complications were detected, and no CSF changes indicative of inflammatory or infectious diseases that would compromise the safety of the procedure were found.
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Affiliation(s)
- Giulia Fierro
- Department of Emergency and Intensive Care, ASST Papa Giovanni XXIII, 24127, Bergamo, Italy
| | - Barbara Milan
- Department of Emergency and Intensive Care, ASST Papa Giovanni XXIII, 24127, Bergamo, Italy.
| | - Silvia Bettinelli
- Department of Emergency and Intensive Care, ASST Papa Giovanni XXIII, 24127, Bergamo, Italy
| | - Elisa Bottari
- Department of Intensive Care Unit, Royal Brompton Hospital, London, UK
| | - Dario Bugada
- Department of Emergency and Intensive Care, ASST Papa Giovanni XXIII, 24127, Bergamo, Italy
| | - Ilaria Roncagliolo
- Department of Anesthesia and Intensive Care, University of Milan, 20122, Milan, Italy
| | - Marco Arosio
- Microbiology and Virology Laboratory, ASST Papa Giovanni XXIII, Bergamo, Italy
- Biobank, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Claudio Farina
- Microbiology and Virology Laboratory, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Ferdinando Luca Lorini
- Department of Emergency and Intensive Care, ASST Papa Giovanni XXIII, 24127, Bergamo, Italy
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12
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Zhao S, Toniolo S, Hampshire A, Husain M. Effects of COVID-19 on cognition and brain health. Trends Cogn Sci 2023; 27:1053-1067. [PMID: 37657964 PMCID: PMC10789620 DOI: 10.1016/j.tics.2023.08.008] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/08/2023] [Accepted: 08/08/2023] [Indexed: 09/03/2023]
Abstract
COVID-19 is associated with a range of neurological, cognitive, and mental health symptoms both acutely and chronically that can persist for many months after infection in people with long-COVID syndrome. Investigations of cognitive function and neuroimaging have begun to elucidate the nature of some of these symptoms. They reveal that, although cognitive deficits may be related to brain imaging abnormalities in some people, symptoms can also occur in the absence of objective cognitive deficits or neuroimaging changes. Furthermore, cognitive impairment may be detected even in asymptomatic individuals. We consider the evidence regarding symptoms, cognitive deficits, and neuroimaging, as well as their possible underlying mechanisms.
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Affiliation(s)
- Sijia Zhao
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, UK.
| | - Sofia Toniolo
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK; Wellcome Trust Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford OX2 6AE, UK
| | - Adam Hampshire
- Department of Brain Sciences, Imperial College London, 926 Sir Michael Uren Hub, 86 Wood Lane, London W12 0BZ, UK
| | - Masud Husain
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, UK; Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK; Wellcome Trust Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford OX2 6AE, UK.
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13
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Boito D, Eklund A, Tisell A, Levi R, Özarslan E, Blystad I. MRI with generalized diffusion encoding reveals damaged white matter in patients previously hospitalized for COVID-19 and with persisting symptoms at follow-up. Brain Commun 2023; 5:fcad284. [PMID: 37953843 PMCID: PMC10638510 DOI: 10.1093/braincomms/fcad284] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 08/25/2023] [Accepted: 10/26/2023] [Indexed: 11/14/2023] Open
Abstract
There is mounting evidence of the long-term effects of COVID-19 on the central nervous system, with patients experiencing diverse symptoms, often suggesting brain involvement. Conventional brain MRI of these patients shows unspecific patterns, with no clear connection of the symptomatology to brain tissue abnormalities, whereas diffusion tensor studies and volumetric analyses detect measurable changes in the brain after COVID-19. Diffusion MRI exploits the random motion of water molecules to achieve unique sensitivity to structures at the microscopic level, and new sequences employing generalized diffusion encoding provide structural information which are sensitive to intravoxel features. In this observational study, a total of 32 persons were investigated: 16 patients previously hospitalized for COVID-19 with persisting symptoms of post-COVID condition (mean age 60 years: range 41-79, all male) at 7-month follow-up and 16 matched controls, not previously hospitalized for COVID-19, with no post-COVID symptoms (mean age 58 years, range 46-69, 11 males). Standard MRI and generalized diffusion encoding MRI were employed to examine the brain white matter of the subjects. To detect possible group differences, several tissue microstructure descriptors obtainable with the employed diffusion sequence, the fractional anisotropy, mean diffusivity, axial diffusivity, radial diffusivity, microscopic anisotropy, orientational coherence (Cc) and variance in compartment's size (CMD) were analysed using the tract-based spatial statistics framework. The tract-based spatial statistics analysis showed widespread statistically significant differences (P < 0.05, corrected for multiple comparisons using the familywise error rate) in all the considered metrics in the white matter of the patients compared to the controls. Fractional anisotropy, microscopic anisotropy and Cc were lower in the patient group, while axial diffusivity, radial diffusivity, mean diffusivity and CMD were higher. Significant changes in fractional anisotropy, microscopic anisotropy and CMD affected approximately half of the analysed white matter voxels located across all brain lobes, while changes in Cc were mainly found in the occipital parts of the brain. Given the predominant alteration in microscopic anisotropy compared to Cc, the observed changes in diffusion anisotropy are mostly due to loss of local anisotropy, possibly connected to axonal damage, rather than white matter fibre coherence disruption. The increase in radial diffusivity is indicative of demyelination, while the changes in mean diffusivity and CMD are compatible with vasogenic oedema. In summary, these widespread alterations of white matter microstructure are indicative of vasogenic oedema, demyelination and axonal damage. These changes might be a contributing factor to the diversity of central nervous system symptoms that many patients experience after COVID-19.
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Affiliation(s)
- Deneb Boito
- Department of Biomedical Engineering, Linköping University, S-58183 Linköping, Sweden
- Centre for Medical Image Science and Visualization (CMIV), Linköping University, S-58183 Linköping, Sweden
| | - Anders Eklund
- Department of Biomedical Engineering, Linköping University, S-58183 Linköping, Sweden
- Centre for Medical Image Science and Visualization (CMIV), Linköping University, S-58183 Linköping, Sweden
- Division of Statistics and Machine learning, Department of Computer and Information Science, Linköping University, S-58183 Linköping, Sweden
| | - Anders Tisell
- Centre for Medical Image Science and Visualization (CMIV), Linköping University, S-58183 Linköping, Sweden
- Department of Radiation Physics, Linköping University, S-58185 Linköping, Sweden
- Department of Health, Medicine and Caring Sciences, Linköping University, S58183 Linköping, Sweden
| | - Richard Levi
- Centre for Medical Image Science and Visualization (CMIV), Linköping University, S-58183 Linköping, Sweden
- Department of Health, Medicine and Caring Sciences, Linköping University, S58183 Linköping, Sweden
- Department of Rehabilitation Medicine in Linköping, Linköping University, S-58185 Linköping, Sweden
| | - Evren Özarslan
- Department of Biomedical Engineering, Linköping University, S-58183 Linköping, Sweden
- Centre for Medical Image Science and Visualization (CMIV), Linköping University, S-58183 Linköping, Sweden
| | - Ida Blystad
- Centre for Medical Image Science and Visualization (CMIV), Linköping University, S-58183 Linköping, Sweden
- Department of Health, Medicine and Caring Sciences, Linköping University, S58183 Linköping, Sweden
- Department of Radiology in Linköping, Linköping University, S-58185 Linköping, Sweden
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14
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Gonzalez-Fernandez E, Huang J. Cognitive Aspects of COVID-19. Curr Neurol Neurosci Rep 2023; 23:531-538. [PMID: 37490194 DOI: 10.1007/s11910-023-01286-y] [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: 07/10/2023] [Indexed: 07/26/2023]
Abstract
PURPOSE OF REVIEW Since the beginning of the coronavirus disease 2019 pandemic, many lasting neurological sequelae including cognitive impairment have been recognized as part of the so-called long COVID syndrome. This narrative review summarizes the cognitive aspects of COVID-19. RECENT FINDINGS Studies have consistently identified attention, memory, and executive functions as the cognitive domains most often affected by COVID-19 infection. Many studies have also reported neuroimaging, biofluid, and neurophysiological abnormalities that could potentially reflect the pathophysiological aspects of post-COVID cognitive impairment. While patients suffering from dementia have an elevated risk of COVID-19 infection, increasing evidence has also indicated that COVID-19 infection may increase the risks of Alzheimer's disease, suggesting bidirectional relationships. Post-COVID cognitive dysfunction is a pervasive and multifaceted problem and we are surely in our infancy of understanding. Future elucidation into the long-term effects, mechanisms, and therapies will depend on a concerted effort from clinicians, researchers, patients, and policy-makers alike.
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Affiliation(s)
- Ezekiel Gonzalez-Fernandez
- Department of Neurology, University of Mississippi Medical Center, 2500 N. State Street, Jackson, MS, 39216, USA
| | - Juebin Huang
- Department of Neurology, University of Mississippi Medical Center, 2500 N. State Street, Jackson, MS, 39216, USA.
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15
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Quan M, Wang X, Gong M, Wang Q, Li Y, Jia J. Post-COVID cognitive dysfunction: current status and research recommendations for high risk population. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2023; 38:100836. [PMID: 37457901 PMCID: PMC10344681 DOI: 10.1016/j.lanwpc.2023.100836] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 05/13/2023] [Accepted: 06/19/2023] [Indexed: 07/18/2023]
Abstract
Post-COVID cognitive dysfunction (PCCD) is a condition in which patients with a history of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, usually three months from the onset, exhibit subsequent cognitive impairment in various cognitive domains, and cannot be explained by an alternative diagnosis. While our knowledge of the risk factors and management strategy of PCCD is still incomplete, it is necessary to integrate current epidemiology, diagnosis and treatment evidence, and form consensus criteria to better understand this disease to improve disease management. Identifying the risk factors and vulnerable population of PCCD and providing reliable strategies for effective prevention and management is urgently needed. In this paper, we reviewed epidemiology, diagnostic markers, risk factors and available treatments on the disease, formed research recommendation framework for vulnerable population, under the background of post-COVID period.
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Affiliation(s)
- Meina Quan
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, China
- National Medical Center for Neurological Disorders and National Clinical Research Center for Geriatric Diseases, China
| | - Xuechu Wang
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, China
| | - Min Gong
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, China
| | - Qi Wang
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, China
- National Medical Center for Neurological Disorders and National Clinical Research Center for Geriatric Diseases, China
| | - Yan Li
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, China
| | - Jianping Jia
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, China
- National Medical Center for Neurological Disorders and National Clinical Research Center for Geriatric Diseases, China
- Beijing Key Laboratory of Geriatric Cognitive Disorders, China
- Clinical Center for Neurodegenerative Disease and Memory Impairment, Capital Medical University, China
- Center of Alzheimer's Disease, Beijing Institute of Brain Disorders, Collaborative Innovation Center for Brain Disorders, Capital Medical University, China
- Key Laboratory of Neurodegenerative Diseases, Ministry of Education, Beijing, China
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16
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Matias-Guiu JA, Díez-Cirarda M. Are there cognitive and neuroimaging signatures in long COVID? Brain Commun 2023; 5:fcad189. [PMID: 37415777 PMCID: PMC10320749 DOI: 10.1093/braincomms/fcad189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 05/28/2023] [Accepted: 06/26/2023] [Indexed: 07/08/2023] Open
Abstract
This scientific commentary refers to 'Markers of limbic system damage following SARS-CoV-2 infection', by Thomasson et al. (https://doi.org/10.1093/braincomms/fcad177).
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Affiliation(s)
- Jordi A Matias-Guiu
- Department of Neurology, Hospital Clínico San Carlos, Health Research Institute ‘San Carlos’ (IdISCC), Universidad Complutense de Madrid, Madrid, Spain
| | - María Díez-Cirarda
- Department of Neurology, Hospital Clínico San Carlos, Health Research Institute ‘San Carlos’ (IdISCC), Universidad Complutense de Madrid, Madrid, Spain
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17
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Kocsis B, Pittman-Polletta B. Neuropsychiatric consequences of COVID-19 related olfactory dysfunction: could non-olfactory cortical-bound inputs from damaged olfactory bulb also contribute to cognitive impairment? Front Neurosci 2023; 17:1164042. [PMID: 37425004 PMCID: PMC10323442 DOI: 10.3389/fnins.2023.1164042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 05/24/2023] [Indexed: 07/11/2023] Open
Affiliation(s)
- Bernat Kocsis
- Department of Psychiatry, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, United States
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