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Misra S, Kolappa K, Prasad M, Radhakrishnan D, Thakur KT, Solomon T, Michael BD, Winkler AS, Beghi E, Guekht A, Pardo CA, Wood GK, Hsiang-Yi Chou S, Fink EL, Schmutzhard E, Kheradmand A, Hoo FK, Kumar A, Das A, Srivastava AK, Agarwal A, Dua T, Prasad K. Frequency of Neurologic Manifestations in COVID-19: A Systematic Review and Meta-analysis. Neurology 2021; 97:e2269-e2281. [PMID: 34635561 PMCID: PMC8665434 DOI: 10.1212/wnl.0000000000012930] [Citation(s) in RCA: 119] [Impact Index Per Article: 39.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 09/30/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES One year after the onset of the coronavirus disease 2019 (COVID-19) pandemic, we aimed to summarize the frequency of neurologic manifestations reported in patients with COVID-19 and to investigate the association of these manifestations with disease severity and mortality. METHODS We searched PubMed, Medline, Cochrane library, ClinicalTrials.gov, and EMBASE for studies from December 31, 2019, to December 15, 2020, enrolling consecutive patients with COVID-19 presenting with neurologic manifestations. Risk of bias was examined with the Joanna Briggs Institute scale. A random-effects meta-analysis was performed, and pooled prevalence and 95% confidence intervals (CIs) were calculated for neurologic manifestations. Odds ratio (ORs) and 95% CIs were calculated to determine the association of neurologic manifestations with disease severity and mortality. Presence of heterogeneity was assessed with I 2, meta-regression, and subgroup analyses. Statistical analyses were conducted in R version 3.6.2. RESULTS Of 2,455 citations, 350 studies were included in this review, providing data on 145,721 patients with COVID-19, 89% of whom were hospitalized. Forty-one neurologic manifestations (24 symptoms and 17 diagnoses) were identified. Pooled prevalence of the most common neurologic symptoms included fatigue (32%), myalgia (20%), taste impairment (21%), smell impairment (19%), and headache (13%). A low risk of bias was observed in 85% of studies; studies with higher risk of bias yielded higher prevalence estimates. Stroke was the most common neurologic diagnosis (pooled prevalence 2%). In patients with COVID-19 ≥60 years of age, the pooled prevalence of acute confusion/delirium was 34%, and the presence of any neurologic manifestations in this age group was associated with mortality (OR 1.80, 95% CI 1.11-2.91). DISCUSSION Up to one-third of patients with COVID-19 analyzed in this review experienced at least 1 neurologic manifestation. One in 50 patients experienced stroke. In those >60 years of age, more than one-third had acute confusion/delirium; the presence of neurologic manifestations in this group was associated with nearly a doubling of mortality. Results must be interpreted with the limitations of observational studies and associated bias in mind. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42020181867.
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Affiliation(s)
- Shubham Misra
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Kavitha Kolappa
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Manya Prasad
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Divya Radhakrishnan
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Kiran T Thakur
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Tom Solomon
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Benedict Daniel Michael
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Andrea Sylvia Winkler
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Ettore Beghi
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Alla Guekht
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Carlos A Pardo
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Greta Karen Wood
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Sherry Hsiang-Yi Chou
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Ericka L Fink
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Erich Schmutzhard
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Amir Kheradmand
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Fan Kee Hoo
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Amit Kumar
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Animesh Das
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Achal K Srivastava
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Ayush Agarwal
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Tarun Dua
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India
| | - Kameshwar Prasad
- From the Department of Neurology (S.M., D.R., A.K., A.D., A.K.S., A.A.), All India Institute of Medical Sciences, New Delhi, India; Brain Health Unit (K.K., T.D.), World Health Organization, Geneva, Switzerland; Department of Clinical Research and Epidemiology (M.P.), Institute of Liver and Biliary Sciences, New Delhi, India; Columbia University Irving Medical Center-New York Presbyterian Hospital (K.T.T.), NY; Institute of Infection, Veterinary and Ecological Sciences (T.S., B.D.M., G.K.W.), University of Liverpool; Department of Neurology (T.S., B.D.M.), Walton Centre NHS Foundation Trust; NIHR Health Protection Research Unit for Emerging and Zoonotic Infection (B.D.M.), Liverpool, UK; Center for Global Health (A.S.W.), Department of Neurology, Technical University of Munich, Germany; Centre for Global Health (A.S.W.), Institute of Health and Society, University of Oslo, Norway; Istituto di Ricerche Farmacologiche Mario Negri IRCCS (E.B.), Milan, Italy; Moscow Research and Clinical Center for Neuropsychiatry and Pirogov Russian National Research Medical University (A.G.), Russia; Departments of Neurology and Pathology (C.A.P.), Johns Hopkins University School of Medicine, Baltimore, MD; University of Pittsburgh School of Medicine (S.H.-Y.C.); Department of Critical Care Medicine (E.L.F.), UPMC Children's Hospital of Pittsburgh, PA; Department of Neurology (E.S.), Medical University Innsbruck, Austria; Departments of Neurology and Otolaryngology-Head & Neck Surgery (A.K.), The Johns Hopkins Hospital, Baltimore, MD; Department of Neurology (F.K.H.), Faculty of Medicine and Health Sciences, University Putra Malaysia, Seri Kembangan; and Rajendra Institute of Medical Sciences (K.P.), Ranchi, Jharkhand, India.
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