Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19
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Publication Date: | 2021 |
Other Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format: | Article |
Language: | eng |
Source: | Repositório Institucional da UNESP |
Download full: | http://dx.doi.org/10.1038/s41598-021-99481-9 http://hdl.handle.net/11449/229804 |
Summary: | Neurological complications worsen outcomes in COVID-19. To define the prevalence of neurological conditions among hospitalized patients with a positive SARS-CoV-2 reverse transcription polymerase chain reaction test in geographically diverse multinational populations during early pandemic, we used electronic health records (EHR) from 338 participating hospitals across 6 countries and 3 continents (January–September 2020) for a cross-sectional analysis. We assessed the frequency of International Classification of Disease code of neurological conditions by countries, healthcare systems, time before and after admission for COVID-19 and COVID-19 severity. Among 35,177 hospitalized patients with SARS-CoV-2 infection, there was an increase in the proportion with disorders of consciousness (5.8%, 95% confidence interval [CI] 3.7–7.8%, pFDR < 0.001) and unspecified disorders of the brain (8.1%, 5.7–10.5%, pFDR < 0.001) when compared to the pre-admission proportion. During hospitalization, the relative risk of disorders of consciousness (22%, 19–25%), cerebrovascular diseases (24%, 13–35%), nontraumatic intracranial hemorrhage (34%, 20–50%), encephalitis and/or myelitis (37%, 17–60%) and myopathy (72%, 67–77%) were higher for patients with severe COVID-19 when compared to those who never experienced severe COVID-19. Leveraging a multinational network to capture standardized EHR data, we highlighted the increased prevalence of central and peripheral neurological phenotypes in patients hospitalized with COVID-19, particularly among those with severe disease. |
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Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19Neurological complications worsen outcomes in COVID-19. To define the prevalence of neurological conditions among hospitalized patients with a positive SARS-CoV-2 reverse transcription polymerase chain reaction test in geographically diverse multinational populations during early pandemic, we used electronic health records (EHR) from 338 participating hospitals across 6 countries and 3 continents (January–September 2020) for a cross-sectional analysis. We assessed the frequency of International Classification of Disease code of neurological conditions by countries, healthcare systems, time before and after admission for COVID-19 and COVID-19 severity. Among 35,177 hospitalized patients with SARS-CoV-2 infection, there was an increase in the proportion with disorders of consciousness (5.8%, 95% confidence interval [CI] 3.7–7.8%, pFDR < 0.001) and unspecified disorders of the brain (8.1%, 5.7–10.5%, pFDR < 0.001) when compared to the pre-admission proportion. During hospitalization, the relative risk of disorders of consciousness (22%, 19–25%), cerebrovascular diseases (24%, 13–35%), nontraumatic intracranial hemorrhage (34%, 20–50%), encephalitis and/or myelitis (37%, 17–60%) and myopathy (72%, 67–77%) were higher for patients with severe COVID-19 when compared to those who never experienced severe COVID-19. Leveraging a multinational network to capture standardized EHR data, we highlighted the increased prevalence of central and peripheral neurological phenotypes in patients hospitalized with COVID-19, particularly among those with severe disease.Division of Intramural Research, National Institute of Allergy and Infectious DiseasesDivision of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious DiseasesNational Institute of Allergy and Infectious DiseasesNational Center for Advancing Translational SciencesNational Heart, Lung, and Blood InstituteNational Institute of Environmental Health SciencesU.S. National Library of MedicineNational Institute of Neurological Disorders and StrokeDivision of Cancer Prevention, National Cancer InstituteDepartment of Biostatistics Epidemiology and Informatics University of Pennsylvania Perelman School of MedicineDepartment of Biomedical Informatics Harvard Medical SchoolDepartment of Neurology University of Pittsburgh, Biomedical Science Tower 3, Suite 7014, 3501 5th AvenueDepartment of Pediatrics Wake Forest School of MedicineDepartment of Critical Care National University Health SystemsDepartment of Preventive Medicine Northwestern UniversityDepartment of Biomedical Informatics University of PittsburghDepartment of Surgery National University Health SystemsDepartment of Internal Medicine University of Kansas Medical CenterData Analytics Center University of Pennsylvania Health SystemDepartment of Computational Medicine and Bioinformatics University of MichiganDepartment of Biomedical Informatics University of KentuckyDepartment of Legal Economic and Social Sciences University Magna Graecia of CatanzaroHealth Catalyst INC.Department of Surgery ASST Pavia Lombardia Region Health SystemClinical Research Unit of Botucatu Medical School São Paulo State UniversityPediatric Emergency Department Hôpital Necker-Enfants Malades Assistance Publique-Hôpitaux de ParisNational Center for Infectious Diseases Tan Tock Seng HospitalDepartments of Biomedical Informatics Pediatrics Cincinnati Children’s Hospital Medical Center University of CincinnatiDepartment of Pediatrics Medical University of South CarolinaDepartment of Surgery St. Luke’s University Health NetworkDepartment of Medicine David Geffen School of Medicine at UCLAUOC Ricerca Innovazione e Brand Reputation ASST Papa Giovanni XXIIIDepartment of Electrical Computer and Biomedical Engineering University of PaviaIT Department Innovation & Data APHP Greater Paris University HospitalI.T. Department ASST PaviaHealth Informatics Hospital Universitario, 12 de OctubreStrategy and Transformation Department APHP Greater Paris University HospitalFaculty of Medicine and Medical Center University of FreiburgDigital Research Informatics and Virtual Environments (DRIVE), Great Ormond Street Hospital for ChildrenScientific Direction IRCCS Ca’ Granda Ospedale Maggiore Policlinico di MilanoNorth Carolina Translational and Clinical Sciences (NC TraCS) Institute University of North CarolinaBIOMERIS (BIOMedical Research Informatics Solutions)Department of Biomedical Informatics HEGP APHP Greater Paris University HospitalDepartment of Medical and Surgical Sciences Data Analytics Research Center University Magna Graecia of CatanzaroDepartment of Anesthesia St. Luke’s University Health NetworkUniversité Paris-Saclay Inria CEAINRIA Sophia-Antipolis–ZENITH Team LIRMMComputational Health Informatics Program Boston Children’s HospitalDepartment of Internal Medicine University of KentuckyUnit of Internal Medicine and Endocrinology Istituti Clinici Scientifici Maugeri SpA SB IRCCSDepartment of Internal Medicine and Therapeutics University of PaviaInformatics Institute University of Alabama at BirminghamIAM Unit Bordeaux University Hospital/ERIAS-Inserm U1219 BPHBiomedical Informatics Center Medical University of South CarolinaClinical Research Informatics Boston Children’s HospitalDepartment of Biomedical and Health Informatics Children’s Hospital of PhiladelphiaSED/SIERRA Inria Centre de ParisHealth Information Technology & Services University of MichiganInternal Medicine Department Botucatu Medical School São Paulo State UniversityHeinrich-Lanz-Center for Digital Health University Medicine Mannheim Heidelberg UniversityDepartment of Anesthesiology Critical Care and Pain Medicine Boston Children’s HospitalDepartment of Learning Health Sciences University of Michigan Medical SchoolMSHI Medical University of South CarolinaDepartment of Medicine Massachusetts General HospitalDivision of Human Genetics Department of Pediatrics The Children’s Hospital of PhiladelphiaCenter for Medical Information and Communication Technology University HospitalRenaissance Computing Institute/Department of Computer Science University of North CarolinaClinical Research Unit Saint Antoine Hospital APHP Greater Paris University HospitalClevy.ioDepartment of Biostatistics Harvard T.H. Chan School of Public HealthVA Informatics and Computing Infrastructure VA Salt Lake City Health Care SystemMICHR Informatics University of MichiganLaboratory of Informatics and Systems Engineering for Clinical Research Istituti Clinici Scientifici Maugeri SpA SB IRCCSHarvard Catalyst Harvard Medical SchoolClinical Research Unit Paris Saclay APHP Greater Paris University HospitalDepartment of Anesthesiology and Critical Care Children’s Hospital of PhiladelphiaVA Informatics and Computing Infrastructure Tennessee Valley Healthcare System Veterans Affairs Medical CenterÉcole Normale Supérieure PSL Université ParisBIG-ARC The University of Texas Health Science Center at Houston School of Biomedical InformaticsPediatric Infectious Disease Department Hospital Universitario, 12 de OctubreDepartment of Infectious Diseases Great Ormond Street Hospital for ChildrenDepartment of Neurology Massachusetts General HospitalInternal Medicine Department of Botucatu Medical School São Paulo State UniversityDepartment of Pediatrics Boston Children’s HospitalCenter for Biomedical Informatics Wake Forest School of MedicineDepartment of Medical Informatics University of Erlangen-NürnbergDepartment of Veterans Affairs Office of Research and DevelopmentBiomedical Data Science Lab ITACA Institute Universitat Politècnica de ValènciaNurse Department of FMB-Medicine School of BotucatuManagement Engineering ASST Pavia Lombardia Region Health SystemDepartment of Anesthesiology University Hospital Erlangen FAU Erlangen-NürnbergCritical Care Medicine Department of Medicine St. Luke’s University Health NetworkDepartment of Medicine National University HospitalDepartment of Information Management Chang Gung UniversityClinical & Translational Science Institute Medical College of WisconsinMontréal Neurological Institute McGill UniversitySequeL Inria LilleRespiratory Department ICS S Maugeri IRCCSDepartment of Health Management and Informatics University of MissouriDepartment of Oncology ASST Papa Giovanni XXIIIClinical Research Unit of Botucatu Medical School São Paulo State UniversityInternal Medicine Department Botucatu Medical School São Paulo State UniversityInternal Medicine Department of Botucatu Medical School São Paulo State UniversityDivision of Intramural Research, National Institute of Allergy and Infectious Diseases: AI11679Division of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious Diseases: AI11679National Institute of Allergy and Infectious Diseases: AI11679National Center for Advancing Translational Sciences: CTSA Award #UL1TR001878National Center for Advancing Translational Sciences: CTSA Award #UL1TR002366National Heart, Lung, and Blood Institute: K23HL148394National Institute of Environmental Health Sciences: P30ES017885U.S. National Library of Medicine: R01LM012095National Institute of Neurological Disorders and Stroke: R01NS098023Division of Cancer Prevention, National Cancer Institute: U24CA210967National Center for Advancing Translational Sciences: UL1TR001420National Center for Advancing Translational Sciences: UL1TR001857University of Pennsylvania Perelman School of MedicineHarvard Medical SchoolUniversity of PittsburghWake Forest School of MedicineNational University Health SystemsNorthwestern UniversityUniversity of Kansas Medical CenterUniversity of Pennsylvania Health SystemUniversity of MichiganUniversity of KentuckyUniversity Magna Graecia of CatanzaroINC.Lombardia Region Health SystemUniversidade Estadual Paulista (UNESP)Assistance Publique-Hôpitaux de ParisTan Tock Seng HospitalUniversity of CincinnatiMedical University of South CarolinaSt. Luke’s University Health NetworkDavid Geffen School of Medicine at UCLAASST Papa Giovanni XXIIIUniversity of PaviaAPHP Greater Paris University HospitalASST PaviaHospital UniversitarioUniversity of FreiburgInformatics and Virtual Environments (DRIVE)IRCCS Ca’ Granda Ospedale Maggiore Policlinico di MilanoUniversity of North CarolinaBIOMERIS (BIOMedical Research Informatics Solutions)CEALIRMMBoston Children’s HospitalIstituti Clinici Scientifici Maugeri SpA SB IRCCSUniversity of Alabama at BirminghamBordeaux University Hospital/ERIAS-Inserm U1219 BPHChildren’s Hospital of PhiladelphiaInria Centre de ParisHeidelberg Universityand Pain Medicine Boston Children’s HospitalUniversity of Michigan Medical SchoolMSHI Medical University of South CarolinaMassachusetts General HospitalThe Children’s Hospital of PhiladelphiaUniversity HospitalClevy.ioHarvard T.H. Chan School of Public HealthVA Salt Lake City Health Care SystemVeterans Affairs Medical CenterPSL Université ParisSchool of Biomedical InformaticsGreat Ormond Street Hospital for ChildrenUniversity of Erlangen-NürnbergOffice of Research and DevelopmentUniversitat Politècnica de ValènciaNurse Department of FMB-Medicine School of BotucatuFAU Erlangen-NürnbergNational University HospitalChang Gung UniversityMedical College of WisconsinMcGill UniversityInria LilleICS S Maugeri IRCCSUniversity of MissouriLe, Trang T.Gutiérrez-Sacristán, AlbaSon, JiyeonHong, ChuanSouth, Andrew M.Beaulieu-Jones, Brett K.Loh, Ne Hooi WillLuo, YuanMorris, MicheleNgiam, Kee YuanPatel, Lav P.Samayamuthu, Malarkodi J.Schriver, EmilyTan, Amelia L. M.Moore, JasonCai, TianxiOmenn, Gilbert S.Avillach, PaulKohane, Isaac S.Aaron, James R.Agapito, GiuseppeAlbayrak, AdemAlessiani, MarioAmendola, Danilo F. [UNESP]Angoulvant, FrançoisAnthony, Li L. L. J.Aronow, Bruce J.Atz, AndrewBalshi, JamesBell, Douglas S.Bellasi, AntonioBellazzi, RiccardoBenoit, VincentBeraghi, MicheleBernal Sobrino, José LuisBernaux, MélodieBey, RomainBlanco Martínez, AlvarBoeker, MartinBonzel, Clara-LeaBooth, JohnBosari, SilvanoBourgeois, Florence T.Bradford, Robert L.Brat, Gabriel A.Bréant, StéphaneBrown, Nicholas W.Bryant, William A.Bucalo, MauroBurgun, AnitaCannataro, MarioCarmona, AldoCaucheteux, CharlotteChamp, JulienChen, KristaChen, JinChiovato, LucaChiudinelli, LorenzoCimino, James J.Colicchio, Tiago K.Cormont, SylvieCossin, SébastienCraig, Jean B.Cruz Bermúdez, Juan LuisCruz Rojo, JaimeDagliati, AriannaDaniar, MohamadDaniel, ChristelDavoudi, AnahitaDevkota, BatsalDubiel, JulienEsteve, LoicFan, ShirleyFollett, Robert W.Gaiolla, Paula S. A. [UNESP]Ganslandt, ThomasGarcía Barrio, NoeliaGarmire, Lana X.Gehlenborg, NilsGeva, AlonGradinger, TobiasGramfort, AlexandreGriffier, RomainGriffon, NicolasGrisel, OlivierHanauer, David A.Haverkamp, ChristianHe, BingHenderson, Darren W.Hilka, MartinHolmes, John H.Horki, PetarHuling, Kenneth M.Hutch, Meghan R.Issitt, Richard W.Jannot, Anne SophieJouhet, VianneyKavuluru, RamakanthKeller, Mark S.Kirchoff, KatieKlann, Jeffrey G.Krantz, Ian D.Kraska, DetlefKrishnamurthy, Ashok K.L’Yi, SehiLeblanc, JudithLeite, Andressa R. R. [UNESP]Lemaitre, GuillaumeLenert, LeslieLeprovost, DamienLiu, MoleiLozano-Zahonero, SarahLynch, Kristine E.Mahmood, SadiqaMaidlow, SarahMakoudjou Tchendjou, Adeline C.Malovini, AlbertoMandl, Kenneth D.Mao, ChengshengMaram, AnupamaMartel, PatriciaMasino, Aaron J.Matheny, Michael E.Maulhardt, ThomasMazzitelli, MariaMcDuffie, Michael T.Mensch, ArthurAshraf, FatimaMilano, MariannaMinicucci, Marcos F. [UNESP]Moal, BertrandMoraleda, CintaMorris, Jeffrey S.Moshal, Karyn L.Mousavi, SajadMurad, Douglas A.Murphy, Shawn N.Naughton, Thomas P.Neuraz, AntoineNorman, James B.Obeid, JihadOkoshi, Marina P. [UNESP]Olson, Karen L.Orlova, NinaOstasiewski, Brian D.Palmer, Nathan P.Paris, NicolasPedrera Jimenez, MiguelPfaff, Emily R.Pillion, DanielleProkosch, Hans U.Prudente, Robson A. [UNESP]Quirós González, VíctorRamoni, Rachel B.Raskin, MarynaRieg, SiegbertRoig Domínguez, GustavoRojo, PabloSáez, CarlosSalamanca, ElisaSandrin, ArnaudSantos, Janaina C. C. [UNESP]Savino, MariaSchuettler, JuergenScudeller, LuigiaSebire, Neil J.Balazote, Pablo SerranoSerre, PatriciaSerret-Larmande, ArnaudShakeri, ZahraSilvio, DomenickSliz, PiotrSonday, CharlesSpiridou, AnastasiaTan, Bryce W. Q.Tan, Byorn W. L.Tanni, Suzana E. [UNESP]Taylor, Deanne M.Terriza-Torres, Ana I.Tibollo, ValentinaTippmann, PatricTorti, CarloTrecarichi, Enrico M.Tseng, Yi-JuVallejos, Andrew K.Varoquaux, GaelVella, MargaretVie, Jill-JênnVitacca, MicheleWagholikar, Kavishwar B.Waitman, Lemuel R.Wassermann, DemianWeber, Griffin M.William, YuanYehya, NadirZambelli, AlbertoZhang, Harrison G.Zoeller, DanielaZucco, ChiaraVisweswaran, ShyamMowery, Danielle L.Xia, Zongqi2022-04-29T08:35:59Z2022-04-29T08:35:59Z2021-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1038/s41598-021-99481-9Scientific Reports, v. 11, n. 1, 2021.2045-2322http://hdl.handle.net/11449/22980410.1038/s41598-021-99481-92-s2.0-85118178744Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengScientific Reportsinfo:eu-repo/semantics/openAccess2024-08-14T17:23:43Zoai:repositorio.unesp.br:11449/229804Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-08-14T17:23:43Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 |
title |
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 |
spellingShingle |
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 Le, Trang T. |
title_short |
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 |
title_full |
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 |
title_fullStr |
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 |
title_full_unstemmed |
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 |
title_sort |
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 |
author |
Le, Trang T. |
author_facet |
Le, Trang T. Gutiérrez-Sacristán, Alba Son, Jiyeon Hong, Chuan South, Andrew M. Beaulieu-Jones, Brett K. Loh, Ne Hooi Will Luo, Yuan Morris, Michele Ngiam, Kee Yuan Patel, Lav P. Samayamuthu, Malarkodi J. Schriver, Emily Tan, Amelia L. M. Moore, Jason Cai, Tianxi Omenn, Gilbert S. Avillach, Paul Kohane, Isaac S. Aaron, James R. Agapito, Giuseppe Albayrak, Adem Alessiani, Mario Amendola, Danilo F. [UNESP] Angoulvant, François Anthony, Li L. L. J. Aronow, Bruce J. Atz, Andrew Balshi, James Bell, Douglas S. Bellasi, Antonio Bellazzi, Riccardo Benoit, Vincent Beraghi, Michele Bernal Sobrino, José Luis Bernaux, Mélodie Bey, Romain Blanco Martínez, Alvar Boeker, Martin Bonzel, Clara-Lea Booth, John Bosari, Silvano Bourgeois, Florence T. Bradford, Robert L. Brat, Gabriel A. Bréant, Stéphane Brown, Nicholas W. Bryant, William A. Bucalo, Mauro Burgun, Anita Cannataro, Mario Carmona, Aldo Caucheteux, Charlotte Champ, Julien Chen, Krista Chen, Jin Chiovato, Luca Chiudinelli, Lorenzo Cimino, James J. Colicchio, Tiago K. Cormont, Sylvie Cossin, Sébastien Craig, Jean B. Cruz Bermúdez, Juan Luis Cruz Rojo, Jaime Dagliati, Arianna Daniar, Mohamad Daniel, Christel Davoudi, Anahita Devkota, Batsal Dubiel, Julien Esteve, Loic Fan, Shirley Follett, Robert W. Gaiolla, Paula S. A. [UNESP] Ganslandt, Thomas García Barrio, Noelia Garmire, Lana X. Gehlenborg, Nils Geva, Alon Gradinger, Tobias Gramfort, Alexandre Griffier, Romain Griffon, Nicolas Grisel, Olivier Hanauer, David A. Haverkamp, Christian He, Bing Henderson, Darren W. Hilka, Martin Holmes, John H. Horki, Petar Huling, Kenneth M. Hutch, Meghan R. Issitt, Richard W. Jannot, Anne Sophie Jouhet, Vianney Kavuluru, Ramakanth Keller, Mark S. Kirchoff, Katie Klann, Jeffrey G. Krantz, Ian D. Kraska, Detlef Krishnamurthy, Ashok K. L’Yi, Sehi Leblanc, Judith Leite, Andressa R. R. [UNESP] Lemaitre, Guillaume Lenert, Leslie Leprovost, Damien Liu, Molei Lozano-Zahonero, Sarah Lynch, Kristine E. Mahmood, Sadiqa Maidlow, Sarah Makoudjou Tchendjou, Adeline C. Malovini, Alberto Mandl, Kenneth D. Mao, Chengsheng Maram, Anupama Martel, Patricia Masino, Aaron J. Matheny, Michael E. Maulhardt, Thomas Mazzitelli, Maria McDuffie, Michael T. Mensch, Arthur Ashraf, Fatima Milano, Marianna Minicucci, Marcos F. [UNESP] Moal, Bertrand Moraleda, Cinta Morris, Jeffrey S. Moshal, Karyn L. Mousavi, Sajad Murad, Douglas A. Murphy, Shawn N. Naughton, Thomas P. Neuraz, Antoine Norman, James B. Obeid, Jihad Okoshi, Marina P. [UNESP] Olson, Karen L. Orlova, Nina Ostasiewski, Brian D. Palmer, Nathan P. Paris, Nicolas Pedrera Jimenez, Miguel Pfaff, Emily R. Pillion, Danielle Prokosch, Hans U. Prudente, Robson A. [UNESP] Quirós González, Víctor Ramoni, Rachel B. Raskin, Maryna Rieg, Siegbert Roig Domínguez, Gustavo Rojo, Pablo Sáez, Carlos Salamanca, Elisa Sandrin, Arnaud Santos, Janaina C. C. [UNESP] Savino, Maria Schuettler, Juergen Scudeller, Luigia Sebire, Neil J. Balazote, Pablo Serrano Serre, Patricia Serret-Larmande, Arnaud Shakeri, Zahra Silvio, Domenick Sliz, Piotr Sonday, Charles Spiridou, Anastasia Tan, Bryce W. Q. Tan, Byorn W. L. Tanni, Suzana E. [UNESP] Taylor, Deanne M. Terriza-Torres, Ana I. Tibollo, Valentina Tippmann, Patric Torti, Carlo Trecarichi, Enrico M. Tseng, Yi-Ju Vallejos, Andrew K. Varoquaux, Gael Vella, Margaret Vie, Jill-Jênn Vitacca, Michele Wagholikar, Kavishwar B. Waitman, Lemuel R. Wassermann, Demian Weber, Griffin M. William, Yuan Yehya, Nadir Zambelli, Alberto Zhang, Harrison G. Zoeller, Daniela Zucco, Chiara Visweswaran, Shyam Mowery, Danielle L. Xia, Zongqi |
author_role |
author |
author2 |
Gutiérrez-Sacristán, Alba Son, Jiyeon Hong, Chuan South, Andrew M. Beaulieu-Jones, Brett K. Loh, Ne Hooi Will Luo, Yuan Morris, Michele Ngiam, Kee Yuan Patel, Lav P. Samayamuthu, Malarkodi J. Schriver, Emily Tan, Amelia L. M. Moore, Jason Cai, Tianxi Omenn, Gilbert S. Avillach, Paul Kohane, Isaac S. Aaron, James R. Agapito, Giuseppe Albayrak, Adem Alessiani, Mario Amendola, Danilo F. [UNESP] Angoulvant, François Anthony, Li L. L. J. Aronow, Bruce J. Atz, Andrew Balshi, James Bell, Douglas S. Bellasi, Antonio Bellazzi, Riccardo Benoit, Vincent Beraghi, Michele Bernal Sobrino, José Luis Bernaux, Mélodie Bey, Romain Blanco Martínez, Alvar Boeker, Martin Bonzel, Clara-Lea Booth, John Bosari, Silvano Bourgeois, Florence T. Bradford, Robert L. Brat, Gabriel A. Bréant, Stéphane Brown, Nicholas W. Bryant, William A. Bucalo, Mauro Burgun, Anita Cannataro, Mario Carmona, Aldo Caucheteux, Charlotte Champ, Julien Chen, Krista Chen, Jin Chiovato, Luca Chiudinelli, Lorenzo Cimino, James J. Colicchio, Tiago K. Cormont, Sylvie Cossin, Sébastien Craig, Jean B. Cruz Bermúdez, Juan Luis Cruz Rojo, Jaime Dagliati, Arianna Daniar, Mohamad Daniel, Christel Davoudi, Anahita Devkota, Batsal Dubiel, Julien Esteve, Loic Fan, Shirley Follett, Robert W. Gaiolla, Paula S. A. [UNESP] Ganslandt, Thomas García Barrio, Noelia Garmire, Lana X. Gehlenborg, Nils Geva, Alon Gradinger, Tobias Gramfort, Alexandre Griffier, Romain Griffon, Nicolas Grisel, Olivier Hanauer, David A. Haverkamp, Christian He, Bing Henderson, Darren W. Hilka, Martin Holmes, John H. Horki, Petar Huling, Kenneth M. Hutch, Meghan R. Issitt, Richard W. Jannot, Anne Sophie Jouhet, Vianney Kavuluru, Ramakanth Keller, Mark S. Kirchoff, Katie Klann, Jeffrey G. Krantz, Ian D. Kraska, Detlef Krishnamurthy, Ashok K. L’Yi, Sehi Leblanc, Judith Leite, Andressa R. R. [UNESP] Lemaitre, Guillaume Lenert, Leslie Leprovost, Damien Liu, Molei Lozano-Zahonero, Sarah Lynch, Kristine E. Mahmood, Sadiqa Maidlow, Sarah Makoudjou Tchendjou, Adeline C. Malovini, Alberto Mandl, Kenneth D. Mao, Chengsheng Maram, Anupama Martel, Patricia Masino, Aaron J. Matheny, Michael E. Maulhardt, Thomas Mazzitelli, Maria McDuffie, Michael T. Mensch, Arthur Ashraf, Fatima Milano, Marianna Minicucci, Marcos F. [UNESP] Moal, Bertrand Moraleda, Cinta Morris, Jeffrey S. Moshal, Karyn L. Mousavi, Sajad Murad, Douglas A. Murphy, Shawn N. Naughton, Thomas P. Neuraz, Antoine Norman, James B. Obeid, Jihad Okoshi, Marina P. [UNESP] Olson, Karen L. Orlova, Nina Ostasiewski, Brian D. Palmer, Nathan P. Paris, Nicolas Pedrera Jimenez, Miguel Pfaff, Emily R. Pillion, Danielle Prokosch, Hans U. Prudente, Robson A. [UNESP] Quirós González, Víctor Ramoni, Rachel B. Raskin, Maryna Rieg, Siegbert Roig Domínguez, Gustavo Rojo, Pablo Sáez, Carlos Salamanca, Elisa Sandrin, Arnaud Santos, Janaina C. C. [UNESP] Savino, Maria Schuettler, Juergen Scudeller, Luigia Sebire, Neil J. Balazote, Pablo Serrano Serre, Patricia Serret-Larmande, Arnaud Shakeri, Zahra Silvio, Domenick Sliz, Piotr Sonday, Charles Spiridou, Anastasia Tan, Bryce W. Q. Tan, Byorn W. L. Tanni, Suzana E. [UNESP] Taylor, Deanne M. Terriza-Torres, Ana I. Tibollo, Valentina Tippmann, Patric Torti, Carlo Trecarichi, Enrico M. Tseng, Yi-Ju Vallejos, Andrew K. Varoquaux, Gael Vella, Margaret Vie, Jill-Jênn Vitacca, Michele Wagholikar, Kavishwar B. Waitman, Lemuel R. Wassermann, Demian Weber, Griffin M. William, Yuan Yehya, Nadir Zambelli, Alberto Zhang, Harrison G. Zoeller, Daniela Zucco, Chiara Visweswaran, Shyam Mowery, Danielle L. Xia, Zongqi |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
University of Pennsylvania Perelman School of Medicine Harvard Medical School University of Pittsburgh Wake Forest School of Medicine National University Health Systems Northwestern University University of Kansas Medical Center University of Pennsylvania Health System University of Michigan University of Kentucky University Magna Graecia of Catanzaro INC. Lombardia Region Health System Universidade Estadual Paulista (UNESP) Assistance Publique-Hôpitaux de Paris Tan Tock Seng Hospital University of Cincinnati Medical University of South Carolina St. Luke’s University Health Network David Geffen School of Medicine at UCLA ASST Papa Giovanni XXIII University of Pavia APHP Greater Paris University Hospital ASST Pavia Hospital Universitario University of Freiburg Informatics and Virtual Environments (DRIVE) IRCCS Ca’ Granda Ospedale Maggiore Policlinico di Milano University of North Carolina BIOMERIS (BIOMedical Research Informatics Solutions) CEA LIRMM Boston Children’s Hospital Istituti Clinici Scientifici Maugeri SpA SB IRCCS University of Alabama at Birmingham Bordeaux University Hospital/ERIAS-Inserm U1219 BPH Children’s Hospital of Philadelphia Inria Centre de Paris Heidelberg University and Pain Medicine Boston Children’s Hospital University of Michigan Medical School MSHI Medical University of South Carolina Massachusetts General Hospital The Children’s Hospital of Philadelphia University Hospital Clevy.io Harvard T.H. Chan School of Public Health VA Salt Lake City Health Care System Veterans Affairs Medical Center PSL Université Paris School of Biomedical Informatics Great Ormond Street Hospital for Children University of Erlangen-Nürnberg Office of Research and Development Universitat Politècnica de València Nurse Department of FMB-Medicine School of Botucatu FAU Erlangen-Nürnberg National University Hospital Chang Gung University Medical College of Wisconsin McGill University Inria Lille ICS S Maugeri IRCCS University of Missouri |
dc.contributor.author.fl_str_mv |
Le, Trang T. Gutiérrez-Sacristán, Alba Son, Jiyeon Hong, Chuan South, Andrew M. Beaulieu-Jones, Brett K. Loh, Ne Hooi Will Luo, Yuan Morris, Michele Ngiam, Kee Yuan Patel, Lav P. Samayamuthu, Malarkodi J. Schriver, Emily Tan, Amelia L. M. Moore, Jason Cai, Tianxi Omenn, Gilbert S. Avillach, Paul Kohane, Isaac S. Aaron, James R. Agapito, Giuseppe Albayrak, Adem Alessiani, Mario Amendola, Danilo F. [UNESP] Angoulvant, François Anthony, Li L. L. J. Aronow, Bruce J. Atz, Andrew Balshi, James Bell, Douglas S. Bellasi, Antonio Bellazzi, Riccardo Benoit, Vincent Beraghi, Michele Bernal Sobrino, José Luis Bernaux, Mélodie Bey, Romain Blanco Martínez, Alvar Boeker, Martin Bonzel, Clara-Lea Booth, John Bosari, Silvano Bourgeois, Florence T. Bradford, Robert L. Brat, Gabriel A. Bréant, Stéphane Brown, Nicholas W. Bryant, William A. Bucalo, Mauro Burgun, Anita Cannataro, Mario Carmona, Aldo Caucheteux, Charlotte Champ, Julien Chen, Krista Chen, Jin Chiovato, Luca Chiudinelli, Lorenzo Cimino, James J. Colicchio, Tiago K. Cormont, Sylvie Cossin, Sébastien Craig, Jean B. Cruz Bermúdez, Juan Luis Cruz Rojo, Jaime Dagliati, Arianna Daniar, Mohamad Daniel, Christel Davoudi, Anahita Devkota, Batsal Dubiel, Julien Esteve, Loic Fan, Shirley Follett, Robert W. Gaiolla, Paula S. A. [UNESP] Ganslandt, Thomas García Barrio, Noelia Garmire, Lana X. Gehlenborg, Nils Geva, Alon Gradinger, Tobias Gramfort, Alexandre Griffier, Romain Griffon, Nicolas Grisel, Olivier Hanauer, David A. Haverkamp, Christian He, Bing Henderson, Darren W. Hilka, Martin Holmes, John H. Horki, Petar Huling, Kenneth M. Hutch, Meghan R. Issitt, Richard W. Jannot, Anne Sophie Jouhet, Vianney Kavuluru, Ramakanth Keller, Mark S. Kirchoff, Katie Klann, Jeffrey G. Krantz, Ian D. Kraska, Detlef Krishnamurthy, Ashok K. L’Yi, Sehi Leblanc, Judith Leite, Andressa R. R. [UNESP] Lemaitre, Guillaume Lenert, Leslie Leprovost, Damien Liu, Molei Lozano-Zahonero, Sarah Lynch, Kristine E. Mahmood, Sadiqa Maidlow, Sarah Makoudjou Tchendjou, Adeline C. Malovini, Alberto Mandl, Kenneth D. Mao, Chengsheng Maram, Anupama Martel, Patricia Masino, Aaron J. Matheny, Michael E. Maulhardt, Thomas Mazzitelli, Maria McDuffie, Michael T. Mensch, Arthur Ashraf, Fatima Milano, Marianna Minicucci, Marcos F. [UNESP] Moal, Bertrand Moraleda, Cinta Morris, Jeffrey S. Moshal, Karyn L. Mousavi, Sajad Murad, Douglas A. Murphy, Shawn N. Naughton, Thomas P. Neuraz, Antoine Norman, James B. Obeid, Jihad Okoshi, Marina P. [UNESP] Olson, Karen L. Orlova, Nina Ostasiewski, Brian D. Palmer, Nathan P. Paris, Nicolas Pedrera Jimenez, Miguel Pfaff, Emily R. Pillion, Danielle Prokosch, Hans U. Prudente, Robson A. [UNESP] Quirós González, Víctor Ramoni, Rachel B. Raskin, Maryna Rieg, Siegbert Roig Domínguez, Gustavo Rojo, Pablo Sáez, Carlos Salamanca, Elisa Sandrin, Arnaud Santos, Janaina C. C. [UNESP] Savino, Maria Schuettler, Juergen Scudeller, Luigia Sebire, Neil J. Balazote, Pablo Serrano Serre, Patricia Serret-Larmande, Arnaud Shakeri, Zahra Silvio, Domenick Sliz, Piotr Sonday, Charles Spiridou, Anastasia Tan, Bryce W. Q. Tan, Byorn W. L. Tanni, Suzana E. [UNESP] Taylor, Deanne M. Terriza-Torres, Ana I. Tibollo, Valentina Tippmann, Patric Torti, Carlo Trecarichi, Enrico M. Tseng, Yi-Ju Vallejos, Andrew K. Varoquaux, Gael Vella, Margaret Vie, Jill-Jênn Vitacca, Michele Wagholikar, Kavishwar B. Waitman, Lemuel R. Wassermann, Demian Weber, Griffin M. William, Yuan Yehya, Nadir Zambelli, Alberto Zhang, Harrison G. Zoeller, Daniela Zucco, Chiara Visweswaran, Shyam Mowery, Danielle L. Xia, Zongqi |
description |
Neurological complications worsen outcomes in COVID-19. To define the prevalence of neurological conditions among hospitalized patients with a positive SARS-CoV-2 reverse transcription polymerase chain reaction test in geographically diverse multinational populations during early pandemic, we used electronic health records (EHR) from 338 participating hospitals across 6 countries and 3 continents (January–September 2020) for a cross-sectional analysis. We assessed the frequency of International Classification of Disease code of neurological conditions by countries, healthcare systems, time before and after admission for COVID-19 and COVID-19 severity. Among 35,177 hospitalized patients with SARS-CoV-2 infection, there was an increase in the proportion with disorders of consciousness (5.8%, 95% confidence interval [CI] 3.7–7.8%, pFDR < 0.001) and unspecified disorders of the brain (8.1%, 5.7–10.5%, pFDR < 0.001) when compared to the pre-admission proportion. During hospitalization, the relative risk of disorders of consciousness (22%, 19–25%), cerebrovascular diseases (24%, 13–35%), nontraumatic intracranial hemorrhage (34%, 20–50%), encephalitis and/or myelitis (37%, 17–60%) and myopathy (72%, 67–77%) were higher for patients with severe COVID-19 when compared to those who never experienced severe COVID-19. Leveraging a multinational network to capture standardized EHR data, we highlighted the increased prevalence of central and peripheral neurological phenotypes in patients hospitalized with COVID-19, particularly among those with severe disease. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-12-01 2022-04-29T08:35:59Z 2022-04-29T08:35:59Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1038/s41598-021-99481-9 Scientific Reports, v. 11, n. 1, 2021. 2045-2322 http://hdl.handle.net/11449/229804 10.1038/s41598-021-99481-9 2-s2.0-85118178744 |
url |
http://dx.doi.org/10.1038/s41598-021-99481-9 http://hdl.handle.net/11449/229804 |
identifier_str_mv |
Scientific Reports, v. 11, n. 1, 2021. 2045-2322 10.1038/s41598-021-99481-9 2-s2.0-85118178744 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Scientific Reports |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
repositoriounesp@unesp.br |
_version_ |
1834484521230139392 |