Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19

Bibliographic Details
Main Author: Le, Trang T.
Publication Date: 2021
Other Authors: 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
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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spelling 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
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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
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