International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.


Journal

JAMA network open
ISSN: 2574-3805
Titre abrégé: JAMA Netw Open
Pays: United States
ID NLM: 101729235

Informations de publication

Date de publication:
01 06 2021
Historique:
entrez: 11 6 2021
pubmed: 12 6 2021
medline: 23 6 2021
Statut: epublish

Résumé

Additional sources of pediatric epidemiological and clinical data are needed to efficiently study COVID-19 in children and youth and inform infection prevention and clinical treatment of pediatric patients. To describe international hospitalization trends and key epidemiological and clinical features of children and youth with COVID-19. This retrospective cohort study included pediatric patients hospitalized between February 2 and October 10, 2020. Patient-level electronic health record (EHR) data were collected across 27 hospitals in France, Germany, Spain, Singapore, the UK, and the US. Patients younger than 21 years who tested positive for COVID-19 and were hospitalized at an institution participating in the Consortium for Clinical Characterization of COVID-19 by EHR were included in the study. Patient characteristics, clinical features, and medication use. There were 347 males (52%; 95% CI, 48.5-55.3) and 324 females (48%; 95% CI, 44.4-51.3) in this study's cohort. There was a bimodal age distribution, with the greatest proportion of patients in the 0- to 2-year (199 patients [30%]) and 12- to 17-year (170 patients [25%]) age range. Trends in hospitalizations for 671 children and youth found discrete surges with variable timing across 6 countries. Data from this cohort mirrored national-level pediatric hospitalization trends for most countries with available data, with peaks in hospitalizations during the initial spring surge occurring within 23 days in the national-level and 4CE data. A total of 27 364 laboratory values for 16 laboratory tests were analyzed, with mean values indicating elevations in markers of inflammation (C-reactive protein, 83 mg/L; 95% CI, 53-112 mg/L; ferritin, 417 ng/mL; 95% CI, 228-607 ng/mL; and procalcitonin, 1.45 ng/mL; 95% CI, 0.13-2.77 ng/mL). Abnormalities in coagulation were also evident (D-dimer, 0.78 ug/mL; 95% CI, 0.35-1.21 ug/mL; and fibrinogen, 477 mg/dL; 95% CI, 385-569 mg/dL). Cardiac troponin, when checked (n = 59), was elevated (0.032 ng/mL; 95% CI, 0.000-0.080 ng/mL). Common complications included cardiac arrhythmias (15.0%; 95% CI, 8.1%-21.7%), viral pneumonia (13.3%; 95% CI, 6.5%-20.1%), and respiratory failure (10.5%; 95% CI, 5.8%-15.3%). Few children were treated with COVID-19-directed medications. This study of EHRs of children and youth hospitalized for COVID-19 in 6 countries demonstrated variability in hospitalization trends across countries and identified common complications and laboratory abnormalities in children and youth with COVID-19 infection. Large-scale informatics-based approaches to integrate and analyze data across health care systems complement methods of disease surveillance and advance understanding of epidemiological and clinical features associated with COVID-19 in children and youth.

Identifiants

pubmed: 34115127
pii: 2780925
doi: 10.1001/jamanetworkopen.2021.12596
pmc: PMC8196345
doi:

Types de publication

Journal Article Multicenter Study Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

e2112596

Subventions

Organisme : NINDS NIH HHS
ID : R01 NS098023
Pays : United States
Organisme : NHLBI NIH HHS
ID : U24 HL148865
Pays : United States
Organisme : NHGRI NIH HHS
ID : T32 HG002295
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001422
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR002366
Pays : United States
Organisme : NLM NIH HHS
ID : R01 LM013337
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001857
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001420
Pays : United States
Organisme : NICHD NIH HHS
ID : K12 HD047349
Pays : United States
Organisme : NHLBI NIH HHS
ID : K23 HL148394
Pays : United States
Organisme : NHGRI NIH HHS
ID : R01 HG009174
Pays : United States
Organisme : NLM NIH HHS
ID : T32 LM012203
Pays : United States
Organisme : Medical Research Council
ID : MC_PC_18034
Pays : United Kingdom
Organisme : NLM NIH HHS
ID : T15 LM007092
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000005
Pays : United States
Organisme : British Heart Foundation
ID : FS/19/52/34563
Pays : United Kingdom
Organisme : NLM NIH HHS
ID : R01 LM013345
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR002541
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR002240
Pays : United States
Organisme : NHLBI NIH HHS
ID : L40 HL148910
Pays : United States

Investigateurs

James R Aaron (JR)
Giuseppe Agapito (G)
Adem Albayrak (A)
Mario Alessiani (M)
Danilo F Amendola (DF)
François Angoulvant (F)
Li Llj Anthony (LL)
Andrew Atz (A)
James Balshi (J)
Brett K Beaulieu-Jones (BK)
Douglas S Bell (DS)
Antonio Bellasi (A)
Riccardo Bellazzi (R)
Vincent Benoit (V)
Michele Beraghi (M)
José Luis Bernal Sobrino (JL)
Mélodie Bernaux (M)
Romain Bey (R)
Alvar Blanco Martínez (A)
Silvano Bosari (S)
Robert L Bradford (RL)
Gabriel A Brat (GA)
Stéphane Bréant (S)
Nicholas W Brown (NW)
William A Bryant (WA)
Mauro Bucalo (M)
Anita Burgun (A)
Mario Cannataro (M)
Aldo Carmona (A)
Charlotte Caucheteux (C)
Julien Champ (J)
Krista Chen (K)
Jin Chen (J)
Luca Chiovato (L)
Lorenzo Chiudinelli (L)
James J Cimino (JJ)
Tiago K Colicchio (TK)
Sylvie Cormont (S)
Sébastien Cossin (S)
Jean B Craig (JB)
Juan Luis Cruz Bermúdez (JL)
Arianna Dagliati (A)
Mohamad Daniar (M)
Christel Daniel (C)
Anahita Davoudi (A)
Julien Dubiel (J)
Scott L DuVall (SL)
Loic Esteve (L)
Shirley Fan (S)
Robert W Follett (RW)
Paula Sa Gaiolla (PS)
Thomas Ganslandt (T)
Lana X Garmire (LX)
Tobias Gradinger (T)
Alexandre Gramfort (A)
Romain Griffier (R)
Nicolas Griffon (N)
Olivier Grisel (O)
Christian Haverkamp (C)
Bing He (B)
Darren W Henderson (DW)
Martin Hilka (M)
John H Holmes (JH)
Petar Horki (P)
Kenneth M Huling (KM)
Anne Sophie Jannot (AS)
Vianney Jouhet (V)
Ramakanth Kavuluru (R)
Katie Kirchoff (K)
Ian D Krantz (ID)
Detlef Kraska (D)
Ashok K Krishnamurthy (AK)
Sehi L'Yi (S)
Trang T Le (TT)
Judith Leblanc (J)
Andressa Rr Leite (AR)
Guillaume Lemaitre (G)
Leslie Lenert (L)
Damien Leprovost (D)
Ne Hooi Will Loh (NHW)
Kristine E Lynch (KE)
Sadiqa Mahmood (S)
Sarah Maidlow (S)
Alberto Malovini (A)
Anupama Maram (A)
Patricia Martel (P)
Aaron J Masino (AJ)
Michael E Matheny (ME)
Thomas Maulhardt (T)
Maria Mazzitelli (M)
Michael T McDuffie (MT)
Arthur Mensch (A)
Marianna Milano (M)
Marcos F Minicucci (MF)
Jason H Moore (JH)
Cinta Moraleda (C)
Jeffrey S Morris (JS)
Michele Morris (M)
Sajad Mousavi (S)
Danielle L Mowery (DL)
Douglas A Murad (DA)
Thomas P Naughton (TP)
James B Norman (JB)
Jihad Obeid (J)
Marina P Okoshi (MP)
Karen L Olson (KL)
Gilbert S Omenn (GS)
Nina Orlova (N)
Brian D Ostasiewski (BD)
Nathan P Palmer (NP)
Nicolas Paris (N)
Emily R Pfaff (ER)
Danielle Pillion (D)
Hans U Prokosch (HU)
Robson A Prudente (RA)
Víctor Quirós González (V)
Rachel B Ramoni (RB)
Maryna Raskin (M)
Siegbert Rieg (S)
Gustavo Roig Domínguez (G)
Pablo Rojo (P)
Carlos Sáez (C)
Elisa Salamanca (E)
Malarkodi J Samayamuthu (MJ)
Arnaud Sandrin (A)
Janaina Cc Santos (JC)
Maria Savino (M)
Emily R Schriver (ER)
Juergen Schuettler (J)
Luigia Scudeller (L)
Patricia Serre (P)
Domenick Silvio (D)
Piotr Sliz (P)
Jiyeon Son (J)
Charles Sonday (C)
Bryce Wq Tan (BW)
Byorn Wl Tan (BW)
Suzana E Tanni (SE)
Ana I Terriza Torres (AI)
Valentina Tibollo (V)
Carlo Torti (C)
Enrico M Trecarichi (EM)
Yi-Ju Tseng (YJ)
Andrew K Vallejos (AK)
Gael Varoquaux (G)
Jill-Jênn Vie (JJ)
Michele Vitacca (M)
Kavishwar B Wagholikar (KB)
Lemuel R Waitman (LR)
Demian Wassermann (D)
Yuan William (Y)
Zongqi Xia (Z)
Nadir Yehya (N)
Alberto Zambelli (A)
Harrison G Zhang (HG)
Chiara Zucco (C)

Commentaires et corrections

Type : CommentIn
Type : ErratumIn

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Auteurs

Florence T Bourgeois (FT)

Department of Pediatrics, Harvard Medical School, Boston, Massachusetts.
Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts.

Alba Gutiérrez-Sacristán (A)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Mark S Keller (MS)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Molei Liu (M)

Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.

Chuan Hong (C)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Clara-Lea Bonzel (CL)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Amelia L M Tan (ALM)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Bruce J Aronow (BJ)

Departments of Biomedical Informatics, Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Ohio.

Martin Boeker (M)

Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Germany.

John Booth (J)

Digital Research, Informatics and Virtual Environments (DRIVE), Great Ormond Street Hospital for Children, London, United Kingdom.

Jaime Cruz Rojo (J)

Department of Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain.

Batsal Devkota (B)

Department of Biomedical Health Informatics and the Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.

Noelia García Barrio (N)

Department of Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain.

Nils Gehlenborg (N)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Alon Geva (A)

Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts.
Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, Massachusetts.

David A Hanauer (DA)

Department of Learning Health Sciences, University of Michigan, Ann Arbor.

Meghan R Hutch (MR)

Department of Preventive Medicine, Northwestern University, Evanston, Illinois.

Richard W Issitt (RW)

Digital Research, Informatics and Virtual Environments (DRIVE), Great Ormond Street Hospital for Children, London, United Kingdom.

Jeffrey G Klann (JG)

Department of Medicine, Massachusetts General Hospital, Boston.

Yuan Luo (Y)

Department of Preventive Medicine, Northwestern University, Evanston, Illinois.

Kenneth D Mandl (KD)

Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts.

Chengsheng Mao (C)

Department of Preventive Medicine, Northwestern University, Evanston, Illinois.

Bertrand Moal (B)

IAM Unit, Bordeaux University Hospital, Bordeaux, France.

Karyn L Moshal (KL)

Department of Infectious Diseases, Great Ormond Street Hospital for Children, London, United Kingdom.

Shawn N Murphy (SN)

Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts.

Antoine Neuraz (A)

Department of Biomedical Informatics, Hôpital Necker-Enfants Malade, Assistance Publique Hôpitaux de Paris, University of Paris, Paris, France.

Kee Yuan Ngiam (KY)

Department of Biomedical informatics, WiSDM, National University Health Systems Singapore, Singapore.

Gilbert S Omenn (GS)

Department of Computational Medicine & Bioinformatics, Internal Medicine, Human Genetics, & School of Public Health, University of Michigan, Ann Arbor.

Lav P Patel (LP)

Department of Internal Medicine, Division of Medical Informatics, University of Kansas Medical Center, Kansas City.

Miguel Pedrera Jiménez (MP)

Department of Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain.

Neil J Sebire (NJ)

Digital Research, Informatics and Virtual Environments (DRIVE), Great Ormond Street Hospital for Children, London, United Kingdom.

Pablo Serrano Balazote (PS)

Department of Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain.

Arnaud Serret-Larmande (A)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Andrew M South (AM)

Department of Pediatrics-Section of Nephrology, Brenner Children's Hospital, Wake Forest School of Medicine, Winston Salem, North Carolina.

Anastasia Spiridou (A)

Digital Research, Informatics and Virtual Environments (DRIVE), Great Ormond Street Hospital for Children, London, United Kingdom.

Deanne M Taylor (DM)

Department of Biomedical Health Informatics and the Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Department of Pediatrics, Perelman Medical School at the University of Pennsylvania, Philadelphia.

Patric Tippmann (P)

Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Germany.

Shyam Visweswaran (S)

Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania.

Griffin M Weber (GM)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Isaac S Kohane (IS)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Tianxi Cai (T)

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

Paul Avillach (P)

Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts.
Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.

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