Prognostic indicators and outcomes of hospitalised COVID-19 patients with neurological disease: An individual patient data meta-analysis.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2022
Historique:
received: 14 10 2021
accepted: 21 01 2022
entrez: 2 6 2022
pubmed: 3 6 2022
medline: 7 6 2022
Statut: epublish

Résumé

Neurological COVID-19 disease has been reported widely, but published studies often lack information on neurological outcomes and prognostic risk factors. We aimed to describe the spectrum of neurological disease in hospitalised COVID-19 patients; characterise clinical outcomes; and investigate factors associated with a poor outcome. We conducted an individual patient data (IPD) meta-analysis of hospitalised patients with neurological COVID-19 disease, using standard case definitions. We invited authors of studies from the first pandemic wave, plus clinicians in the Global COVID-Neuro Network with unpublished data, to contribute. We analysed features associated with poor outcome (moderate to severe disability or death, 3 to 6 on the modified Rankin Scale) using multivariable models. We included 83 studies (31 unpublished) providing IPD for 1979 patients with COVID-19 and acute new-onset neurological disease. Encephalopathy (978 [49%] patients) and cerebrovascular events (506 [26%]) were the most common diagnoses. Respiratory and systemic symptoms preceded neurological features in 93% of patients; one third developed neurological disease after hospital admission. A poor outcome was more common in patients with cerebrovascular events (76% [95% CI 67-82]), than encephalopathy (54% [42-65]). Intensive care use was high (38% [35-41]) overall, and also greater in the cerebrovascular patients. In the cerebrovascular, but not encephalopathic patients, risk factors for poor outcome included breathlessness on admission and elevated D-dimer. Overall, 30-day mortality was 30% [27-32]. The hazard of death was comparatively lower for patients in the WHO European region. Neurological COVID-19 disease poses a considerable burden in terms of disease outcomes and use of hospital resources from prolonged intensive care and inpatient admission; preliminary data suggest these may differ according to WHO regions and country income levels. The different risk factors for encephalopathy and stroke suggest different disease mechanisms which may be amenable to intervention, especially in those who develop neurological symptoms after hospital admission.

Sections du résumé

BACKGROUND
Neurological COVID-19 disease has been reported widely, but published studies often lack information on neurological outcomes and prognostic risk factors. We aimed to describe the spectrum of neurological disease in hospitalised COVID-19 patients; characterise clinical outcomes; and investigate factors associated with a poor outcome.
METHODS
We conducted an individual patient data (IPD) meta-analysis of hospitalised patients with neurological COVID-19 disease, using standard case definitions. We invited authors of studies from the first pandemic wave, plus clinicians in the Global COVID-Neuro Network with unpublished data, to contribute. We analysed features associated with poor outcome (moderate to severe disability or death, 3 to 6 on the modified Rankin Scale) using multivariable models.
RESULTS
We included 83 studies (31 unpublished) providing IPD for 1979 patients with COVID-19 and acute new-onset neurological disease. Encephalopathy (978 [49%] patients) and cerebrovascular events (506 [26%]) were the most common diagnoses. Respiratory and systemic symptoms preceded neurological features in 93% of patients; one third developed neurological disease after hospital admission. A poor outcome was more common in patients with cerebrovascular events (76% [95% CI 67-82]), than encephalopathy (54% [42-65]). Intensive care use was high (38% [35-41]) overall, and also greater in the cerebrovascular patients. In the cerebrovascular, but not encephalopathic patients, risk factors for poor outcome included breathlessness on admission and elevated D-dimer. Overall, 30-day mortality was 30% [27-32]. The hazard of death was comparatively lower for patients in the WHO European region.
INTERPRETATION
Neurological COVID-19 disease poses a considerable burden in terms of disease outcomes and use of hospital resources from prolonged intensive care and inpatient admission; preliminary data suggest these may differ according to WHO regions and country income levels. The different risk factors for encephalopathy and stroke suggest different disease mechanisms which may be amenable to intervention, especially in those who develop neurological symptoms after hospital admission.

Identifiants

pubmed: 35653330
doi: 10.1371/journal.pone.0263595
pii: PONE-D-21-31933
pmc: PMC9162376
doi:

Types de publication

Journal Article Meta-Analysis Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0263595

Subventions

Organisme : Medical Research Council
ID : MR/V033441/1
Pays : United Kingdom
Organisme : Department of Health
ID : 17/63/110
Pays : United Kingdom
Organisme : Department of Health
ID : NIHR200907
Pays : United Kingdom

Déclaration de conflit d'intérêts

TS is part of the Data Safety Monitoring Committee of a study to evaluate the safety and immunogenicity of a candidate Ebola Vaccine in children - the GSK3390107A (ChAd3 EBO-Z) vaccine; he is a panel member of Covid-19 Vaccine Benefit Risk Expert Working Group for the Medicines and Healthcare Regulatory Agency (UK); he is a member of COVID-19 Therapeutics Advisory Panel for the UK Department of Health & Social Care; he is the Chair/Co-Chair of the COVID-19 Rapid Response and Rolling Funding Initiatives, which supported the development of the Oxford-AstraZeneca Covid-19 vaccine. In addition, Dr. Solomon has a diagnostic test for bacterial meningitis, based on a blood test, filed for patent pending.

Références

J Stroke Cerebrovasc Dis. 2020 Dec;29(12):105288
pubmed: 32992199
Am J Respir Crit Care Med. 2021 Mar 1;203(5):565-574
pubmed: 33306946
PLoS One. 2020 Nov 3;15(11):e0241742
pubmed: 33141836
Lancet Neurol. 2020 Nov;19(11):891-892
pubmed: 33098794
Lancet Infect Dis. 2010 Nov;10(11):778-90
pubmed: 20961813
Int J Infect Dis. 2021 Feb;103:316-322
pubmed: 33279652
Brain Inj. 2020 Oct 14;34(12):1549-1568
pubmed: 33074036
BMJ. 2020 Sep 9;370:m3339
pubmed: 32907855
Int J Infect Dis. 2021 Mar;104:390-397
pubmed: 33434662
Neurology. 2021 Jan 26;96(4):e575-e586
pubmed: 33020166
Biostatistics. 2012 Jul;13(3):371-83
pubmed: 22045910
Lancet Neurol. 2020 Jun;19(6):482-484
pubmed: 32470416
J Med Virol. 2020 Oct;92(10):1875-1883
pubmed: 32441789
J Stroke Cerebrovasc Dis. 2021 Mar;30(3):105549
pubmed: 33341565
J Clin Med. 2020 Sep 29;9(10):
pubmed: 33003375
BMJ Evid Based Med. 2021 Jun;26(3):107-108
pubmed: 32934000
J Peripher Nerv Syst. 2020 Dec;25(4):335-343
pubmed: 33112450
Front Neurol. 2020 Jun 26;11:687
pubmed: 32676052
Neuroepidemiology. 2006;26(1):4-15
pubmed: 16272826
Front Neurol. 2020 May 29;11:565
pubmed: 32574250
JAMA Netw Open. 2021 May 3;4(5):e2112131
pubmed: 33974053
Intensive Care Med. 2020 May;46(5):1020-1022
pubmed: 32055887
Lancet. 2021 Jul 17;398(10296):223-237
pubmed: 34274064
Neurol Sci. 2020 Dec;41(12):3437-3470
pubmed: 33089477
J Neurol Sci. 2020 Dec 15;419:117179
pubmed: 33070003
J Neurol. 2021 Apr;268(4):1133-1170
pubmed: 32840686
Lancet Neurol. 2010 Nov;9(11):1097-105
pubmed: 20965438
Int J Stroke. 2021 Feb;16(2):137-149
pubmed: 33103610
Lancet Infect Dis. 2020 May;20(5):533-534
pubmed: 32087114
Brain Commun. 2021 Jul 22;3(3):fcab168
pubmed: 34409289
JBI Evid Synth. 2020 Oct;18(10):2127-2133
pubmed: 33038125
Brain Behav. 2021 May;11(5):e02025
pubmed: 33421351
Neurology. 2020 Jul 28;95(4):173-178
pubmed: 32518149
PLoS One. 2021 Feb 11;16(2):e0246318
pubmed: 33571301
Nat Rev Neurol. 2016 Aug;12(8):477-85
pubmed: 27418377
Lancet Neurol. 2020 Sep;19(9):767-783
pubmed: 32622375
Nat Hum Behav. 2020 Dec;4(12):1303-1312
pubmed: 33199859
J Neurol Sci. 2020 Nov 15;418:117118
pubmed: 32977228
BMC Public Health. 2013 Feb 19;13:154
pubmed: 23421987
Lancet Neurol. 2020 Nov;19(11):890-891
pubmed: 33098793

Auteurs

Bhagteshwar Singh (B)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.
Tropical and Infectious Diseases Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom.
Department of Infectious Diseases, Christian Medical College, Vellore, India.

Suzannah Lant (S)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Sofia Cividini (S)

Department of Health Data Science, University of Liverpool, Liverpool, United Kingdom.

Jonathan W S Cattrall (JWS)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Lynsey C Goodwin (LC)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.
Tropical and Infectious Diseases Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom.

Laura Benjamin (L)

Queen Square Institute of Neurology, University College London, London, United Kingdom.

Benedict D Michael (BD)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.
The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom.

Ayaz Khawaja (A)

Department of Neurology, Wayne State University, Detroit, Michigan, United States of America.

Aline de Moura Brasil Matos (AMB)

Instituto de Medicina Tropical, Universidade de São Paulo, São Paulo, Brazil.

Walid Alkeridy (W)

Department of Medicine, King Saud University, Riyadh, Saudi Arabia.

Andrea Pilotto (A)

Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy.

Durjoy Lahiri (D)

Bangur Institute of Neurosciences, Institute of Post-Graduate Medical Education and Research, Kolkata, India.

Rebecca Rawlinson (R)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Sithembinkosi Mhlanga (S)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Evelyn C Lopez (EC)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Brendan F Sargent (BF)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Anushri Somasundaran (A)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Arina Tamborska (A)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Glynn Webb (G)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Komal Younas (K)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Yaqub Al Sami (Y)

Homerton University Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland.

Heavenna Babu (H)

Department of Neurovirology, National Institute of Mental Health and Neurosciences, Bangalore, India.

Tristan Banks (T)

Department of Infection, Manchester University NHS Foundation Trust, Manchester, United Kingdom of Great Britain and Northern Ireland.

Francesco Cavallieri (F)

Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy.

Matthew Cohen (M)

Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom of Great Britain and Northern Ireland.

Emma Davies (E)

Department of Virology, UK Health Security Agency, Manchester University NHS Foundation Trust, Manchester, United Kingdom of Great Britain and Northern Ireland.

Shalley Dhar (S)

Department of Neurovirology, National Institute of Mental Health and Neurosciences, Bangalore, India.

Anna Fajardo Modol (A)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Hamzah Farooq (H)

Department of Virology, UK Health Security Agency, Manchester University NHS Foundation Trust, Manchester, United Kingdom of Great Britain and Northern Ireland.

Jeffrey Harte (J)

Barts Health NHS Trust, London, United Kingdom of Great Britain and Northern Ireland.

Samuel Hey (S)

Department of Infectious Diseases & Tropical Medicine, North Manchester General Hospital, Manchester University Foundation NHS Trust, Manchester, United Kingdom of Great Britain and Northern Ireland.

Albert Joseph (A)

Homerton University Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland.

Dileep Karthikappallil (D)

Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom of Great Britain and Northern Ireland.

Daniel Kassahun (D)

Warrington Hospital, Warrington and Halton Teaching Hospitals NHS Foundation Trust, Warrington, United Kingdom of Great Britain and Northern Ireland.

Gareth Lipunga (G)

Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi.

Rachel Mason (R)

Kingston Hospital NHS Foundation Trust, Kingston upon Thames, United Kingdom of Great Britain and Northern Ireland.

Thomas Minton (T)

Institute of Clinical Neurosciences, University of Bristol, Bristol, United Kingdom of Great Britain and Northern Ireland.

Gabrielle Mond (G)

North Manchester General Hospital, Manchester University Foundation NHS Trust, Manchester, United Kingdom of Great Britain and Northern Ireland.

Joseph Poxon (J)

Epsom and St Helier University Hospitals NHS Foundation Trust, United Kingdom of Great Britain and Northern Ireland.

Sophie Rabas (S)

King's College Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland.

Germander Soothill (G)

Regional Infectious Diseases Unit, NHS Lothian, Edinburgh, United Kingdom of Great Britain and Northern Ireland.

Marialuisa Zedde (M)

Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy.

Konstantin Yenkoyan (K)

Yerevan State Medical University named after Mkhitar Heratsi, Neuroscience Laboratory, Cobrain Center, Yerevan, Armenia.

Bruce Brew (B)

St Vincent's Hospital, Sydney, Australia.

Erika Contini (E)

St Vincent's Hospital, Sydney, Australia.

Lucette Cysique (L)

St Vincent's Hospital, Sydney, Australia.

Xin Zhang (X)

St Vincent's Hospital, Sydney, Australia.

Pietro Maggi (P)

Saint-Luc University Hospital, Brussels, Belgium.

Vincent van Pesch (V)

Saint-Luc University Hospital, Brussels, Belgium.

Jérome Lechien (J)

Université de Mons, Mons, Belgium.

Sven Saussez (S)

Université de Mons, Mons, Belgium.

Alex Heyse (A)

AZ Glorieux, Ronse, Belgium.

Maria Lúcia Brito Ferreira (ML)

Hospital da Restauração, Recife, Brazil.

Cristiane N Soares (CN)

Hospital Federal dos Servidores do Estado, Rio de Janeiro, Brazil.

Isabel Elicer (I)

Hospital Dr. Sótero del Río, Santiago, Chile.

Laura Eugenín-von Bernhardi (L)

Hospital Dr. Sótero del Río, Santiago, Chile.

Waleng Ñancupil Reyes (W)

Universidad de Chile - Hospital Barros Luco Trudeau, Santiago, Chile.

Rong Yin (R)

The 940th Hospital of Joint Logistic Support Force of the People's Liberation Army, Lanzhou, China.

Mohammed A Azab (MA)

Cairo University Hospital, Cairo, Egypt.

Foad Abd-Allah (F)

Kasr Alainy Teaching Hospital, Cairo, Egypt.

Ahmed Elkady (A)

Mataria Teaching Hospital, Cairo, Egypt.

Simon Escalard (S)

Fondation Rothschild, Paris, France.

Jean-Christophe Corvol (JC)

Pitié Salpetriere Hospital, Paris, France.

Cécile Delorme (C)

Pitié Salpetriere Hospital, Paris, France.

Pierre Tattevin (P)

Rennes University Hospital, Rennes, France.

Kévin Bigaut (K)

Hôpitaux Universitaires de Strasbourg, Strasbourg, France.

Norbert Lorenz (N)

Children's Hospital, Dresden Municipal Hospital Teaching Hospital TUD, Dresden, Germany.

Daniel Hornuss (D)

Medical Center University of Freiburg, Freiburg, Germany.

Jonas Hosp (J)

Medical Center University of Freiburg, Freiburg, Germany.

Siegbert Rieg (S)

Medical Center University of Freiburg, Freiburg, Germany.

Dirk Wagner (D)

Medical Center University of Freiburg, Freiburg, Germany.

Benjamin Knier (B)

Department of Neurology, Technical University of Munich, Munich, Germany.

Paul Lingor (P)

Department of Neurology, Technical University of Munich, Munich, Germany.

Andrea Sylvia Winkler (AS)

Department of Neurology, Technical University of Munich, Munich, Germany.

Athena Sharifi-Razavi (A)

Mazandaran University of Medical Science, Sari, Islamic Republic of Iran.

Shima T Moein (ST)

Institute for Research in Fundamental Sciences (IPM), Tehran, Islamic Republic of Iran.

SeyedAhmad SeyedAlinaghi (S)

Iranian Research Center for HIV/AIDS, Tehran University of Medical Sciences, Tehran, Iran.

Saeidreza JamaliMoghadamSiahkali (S)

Iranian Research Center for HIV/AIDS, Tehran University of Medical Sciences, Tehran, Iran.

Mauro Morassi (M)

Fondazione Poliambulanza Istituto Ospedaliero, Brescia, Italy.

Alessandro Padovani (A)

University of Brescia, Brescia, Italy.

Marcello Giunta (M)

University of Brescia, Brescia, Italy.

Ilenia Libri (I)

University of Brescia, Brescia, Italy.

Simone Beretta (S)

San Gerardo Hospital ASST Monza, University of Milano Bicocca, Monza, Italy.

Sabrina Ravaglia (S)

Fondazione Mondino IRCCS, Pavia, Italy.

Matteo Foschi (M)

Santa Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy.

Paolo Calabresi (P)

Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.

Guido Primiano (G)

Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.

Serenella Servidei (S)

Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.

Nicola Biagio Mercuri (N)

University Hospital of Rome Tor Vergata, Rome, Italy.

Claudio Liguori (C)

University Hospital of Rome Tor Vergata, Rome, Italy.

Mariangela Pierantozzi (M)

University Hospital of Rome Tor Vergata, Rome, Italy.

Loredana Sarmati (L)

University Hospital of Rome Tor Vergata, Rome, Italy.

Federica Boso (F)

Healthcare Trust of the Autonomous Region of Trento, Rovereto, Italy.

Silvia Garazzino (S)

Città della Salute e della Scienza di Torino, Regina Margherita Children's Hospital, Turin, Italy.

Sara Mariotto (S)

University of Verona, Verona, Italy.

Kimani N Patrick (KN)

Halcyon Healthcare Limited, Nairobi, Kenya.

Oana Costache (O)

Hôpitaux Robert Schuman, Luxembourg, Luxembourg.

Alexander Pincherle (A)

Hôpitaux Robert Schuman, Luxembourg, Luxembourg.

Frederikus A Klok (FA)

Leiden University Medical Center, Leiden, Netherlands.

Roger Meza (R)

Hospital Regional Docente de Trujillo, Trujillo, Peru.

Verónica Cabreira (V)

Centro Hospitalar São João, Porto, Portugal.

Sofia R Valdoleiros (SR)

Centro Hospitalar Universitário do Porto, Porto, Portugal.

Vanessa Oliveira (V)

Centro Hospitalar Universitário do Porto, Porto, Portugal.

Igor Kaimovsky (I)

Buyanov Moscow City Hospital, Moscow, Russian Federation.

Alla Guekht (A)

Moscow Research and Clinical Center for Neuropsychiatry and Buyanov Moscow City Hospital, Moscow, Russian Federation.

Jasmine Koh (J)

National Neuroscience Institute, Singapore, Singapore.

Eva Fernández Díaz (E)

Complejo Hospitalario Universitario de Albacete, Albacete, Spain.

José María Barrios-López (JM)

Hospital Universitario Virgen de las Nieves, Granada, Spain.

Cristina Guijarro-Castro (C)

University Hospital Sanchinarro, Madrid, Spain.

Álvaro Beltrán-Corbellini (Á)

University Hospital Ramón y Cajal, Madrid, Spain.

Javier Martínez-Poles (J)

University Hospital Ramón y Cajal, Madrid, Spain.

Alba María Diezma-Martín (AM)

Hospital Virgen de la Salud, Toledo, Spain.

Maria Isabel Morales-Casado (MI)

Hospital Virgen de la Salud, Toledo, Spain.

Sergio García García (S)

Hospital del Río Hortega, Valladolid, Spain.

Gautier Breville (G)

Hopitaux Universitaires de Genève, Geneva, Switzerland.

Matteo Coen (M)

Hopitaux Universitaires de Genève, Geneva, Switzerland.

Marjolaine Uginet (M)

Hopitaux Universitaires de Genève, Geneva, Switzerland.

Raphaël Bernard-Valnet (R)

Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland.

Renaud Du Pasquier (R)

Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland.

Yildiz Kaya (Y)

Acibadem Mehmet Ali Aydinlar University Medical School, Istanbul, Turkey.

Loay H Abdelnour (LH)

Ulster Hospital, Belfast, United Kingdom of Great Britain and Northern Ireland.

Claire Rice (C)

University of Bristol and North Bristol NHS Trust, Bristol, United Kingdom of Great Britain and Northern Ireland.

Hamish Morrison (H)

Gloucestershire Royal Hospital, Gloucester, United Kingdom of Great Britain and Northern Ireland.

Sylviane Defres (S)

Tropical and Infectious Diseases Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom.

Saif Huda (S)

The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom.

Noelle Enright (N)

Great Ormond Street Hospital for Children, London, United Kingdom of Great Britain and Northern Ireland.

Jane Hassell (J)

Great Ormond Street Hospital for Children, London, United Kingdom of Great Britain and Northern Ireland.

Lucio D'Anna (L)

Imperial College London, London, United Kingdom of Great Britain and Northern Ireland.

Matthew Benger (M)

King's College Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland.

Laszlo Sztriha (L)

King's College Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland.

Eamon Raith (E)

The National Hospital for Neurology & Neurosurgery, London, United Kingdom of Great Britain and Northern Ireland.

Krishna Chinthapalli (K)

University College London, London, United Kingdom of Great Britain and Northern Ireland.

Ross Nortley (R)

University College London, London, United Kingdom of Great Britain and Northern Ireland.

Ross Paterson (R)

University College London, London, United Kingdom of Great Britain and Northern Ireland.

Arvind Chandratheva (A)

University College London Queen Square Institute of Neurology, London, United Kingdom of Great Britain and Northern Ireland.

David J Werring (DJ)

University College London Queen Square Institute of Neurology, London, United Kingdom of Great Britain and Northern Ireland.

Samir Dervisevic (S)

Eastern Pathology Alliance Department of Microbiology, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, United Kingdom of Great Britain and Northern Ireland.

Kirsty Harkness (K)

Sheffield Teaching Hospitals Trust, Sheffield, United Kingdom of Great Britain and Northern Ireland.

Ashwin Pinto (A)

Wessex Neurological Centre, Southampton, United Kingdom of Great Britain and Northern Ireland.

Dinesh Jillella (D)

Emory University School of Medicine, Atlanta, Georgia, United States of America.

Scott Beach (S)

Massachusetts General Hospital / Harvard Medical School, Boston, Massachusetts, United States of America.

Kulothungan Gunasekaran (K)

Yale New Haven Health Bridgeport Hospital, Bridgeport, Connecticut, United States of America.

Ivan Rocha Ferreira Da Silva (I)

Rush University Medical Center, Chicago, Illinois, United States of America.

Krishna Nalleballe (K)

University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America.

Jonathan Santoro (J)

Children's Hospital Los Angeles and Keck School of Medicine at the University of Southern California, Los Angeles, California, United States of America.

Tyler Scullen (T)

Ochsner Medical Center, New Orleans, Los Angeles, United States of America.

Lora Kahn (L)

Ochsner Medical Center, New Orleans, Los Angeles, United States of America.

Carla Y Kim (CY)

Columbia University Irving Medical Center, New York, New York, United States of America.

Kiran T Thakur (KT)

Columbia University Irving Medical Center, New York, New York, United States of America.

Rajan Jain (R)

New York University Grossman School of Medicine, New York, New York, United States of America.

Thirugnanam Umapathi (T)

Department of Neurology, National Neuroscience Institute, Singapore, Singapore.

Timothy R Nicholson (TR)

Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, United Kingdom.

James J Sejvar (JJ)

Division of High-Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.

Eva Maria Hodel (EM)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.

Catrin Tudur Smith (C)

Department of Health Data Science, University of Liverpool, Liverpool, United Kingdom.

Tom Solomon (T)

National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.
Tropical and Infectious Diseases Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom.
The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom.

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