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

Authors :
Bourgeois, Florence
Gutiérrez-Sacristán, Alba
Keller, Mark
Liu, Molei
Hong, Chuan
Bonzel, Clara-Lea
Tan, Amelia
Aronow, Bruce
Boeker, Martin
Booth, John
Cruz Rojo, Jaime
Devkota, Batsal
García Barrio, Noelia
Gehlenborg, Nils
Geva, Alon
Hanauer, David
Hutch, Meghan
Issitt, Richard
Klann, Jeffrey
Luo, Yuan
Mandl, Kenneth
Mao, Chengsheng
Moal, Bertrand
Moshal, Karyn
Murphy, Shawn
Neuraz, Antoine
Ngiam, Kee Yuan
Omenn, Gilbert
Patel, Lav
Jiménez, Miguel Pedrera
Sebire, Neil
Balazote, Pablo Serrano
Serret-Larmande, Arnaud
South, Andrew
Spiridou, Anastasia
Taylor, Deanne
Tippmann, Patric
Visweswaran, Shyam
Weber, Griffin
Kohane, Isaac
Cai, Tianxi
Avillach, Paul
Cruz-Rojo, Jaime
García-Barrio, Noelia
Pedrera-Jiménez, Miguel
Serrano-Balazote, Pablo
Aaron, James
Agapito, Giuseppe
Albayrak, Adem
Alessiani, Mario
Amendola, Danilo
Angoulvant, François
Anthony, Li Llj
Atz, Andrew
Balshi, James
Beaulieu-Jones, Brett
Bell, Douglas
Bellasi, Antonio
Bellazzi, Riccardo
Benoit, Vincent
Beraghi, Michele
Bernal Sobrino, José Luis
Bernaux, Mélodie
Bey, Romain
Blanco Martínez, Alvar
Bosari, Silvano
Bradford, Robert
Brat, Gabriel
Bréant, Stéphane
Brown, Nicholas
Bryant, William
Bucalo, Mauro
Burgun, Anita
Cannataro, Mario
Carmona, Aldo
Caucheteux, Charlotte
Champ, Julien
Chen, Krista
Chen, Jin
Chiovato, Luca
Chiudinelli, Lorenzo
Cimino, James
Colicchio, Tiago
Cormont, Sylvie
Cossin, Sébastien
Craig, Jean
Cruz Bermúdez, Juan Luis
Dagliati, Arianna
Daniar, Mohamad
Daniel, Christel
Davoudi, Anahita
Dubiel, Julien
Duvall, Scott
Esteve, Loic
Fan, Shirley
Follett, Robert
Gaiolla, Paula Sa
Ganslandt, Thomas
Garmire, Lana
Gradinger, Tobias
Gramfort, Alexandre
Griffier, Romain
Griffon, Nicolas
Grisel, Olivier
Haverkamp, Christian
He, Bing
Henderson, Darren
Hilka, Martin
Holmes, John
Horki, Petar
Huling, Kenneth
Jannot, Anne Sophie
Jouhet, Vianney
Kavuluru, Ramakanth
Kirchoff, Katie
Krantz, Ian
Kraska, Detlef
Krishnamurthy, Ashok
L'Yi, Sehi
Le, Trang
Leblanc, Judith
Leite, Andressa Rr
Lemaitre, Guillaume
Lenert, Leslie
Leprovost, Damien
Loh, Ne Hooi Will
Lynch, Kristine
Mahmood, Sadiqa
Maidlow, Sarah
Malovini, Alberto
Maram, Anupama
Martel, Patricia
Masino, Aaron
Matheny, Michael
Maulhardt, Thomas
Mazzitelli, Maria
Mcduffie, Michael
Mensch, Arthur
Milano, Marianna
Minicucci, Marcos
Moore, Jason
Moraleda, Cinta
Morris, Jeffrey
Morris, Michele
Mousavi, Sajad
Mowery, Danielle
Murad, Douglas
Naughton, Thomas
Norman, James
Obeid, Jihad
Okoshi, Marina
Olson, Karen
Orlova, Nina
Ostasiewski, Brian
Palmer, Nathan
Paris, Nicolas
Pfaff, Emily
Pillion, Danielle
Prokosch, Hans
Prudente, Robson
Quirós González, Víctor
Ramoni, Rachel
Raskin, Maryna
Rieg, Siegbert
Roig Domínguez, Gustavo
Rojo, Pablo
Sáez, Carlos
Salamanca, Elisa
Samayamuthu, Malarkodi
Sandrin, Arnaud
Santos, Janaina Cc
Savino, Maria
Schriver, Emily
Schuettler, Juergen
Scudeller, Luigia
Serre, Patricia
Silvio, Domenick
Sliz, Piotr
Son, Jiyeon
Sonday, Charles
Tan, Bryce Wq
Tan, Byorn Wl
Tanni, Suzana
Terriza Torres, Ana
Tibollo, Valentina
Torti, Carlo
Trecarichi, Enrico
Tseng, Yi-Ju
Vallejos, Andrew
Varoquaux, Gael
Vie, Jill-Jênn
Vitacca, Michele
Wagholikar, Kavishwar
Waitman, Lemuel
Wassermann, Demian
William, Yuan
Xia, Zongqi
Yehya, Nadir
Zambelli, Alberto
Zhang, Harrison
Zucco, Chiara
Service d'informatique médicale et biostatistiques [CHU Necker]
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-CHU Necker - Enfants Malades [AP-HP]
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)
Health data- and model- driven Knowledge Acquisition (HeKA)
Inria de Paris
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre de Recherche des Cordeliers (CRC (UMR_S_1138 / U1138))
École Pratique des Hautes Études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université Paris Cité (UPCité)-École Pratique des Hautes Études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université Paris Cité (UPCité)
UFR Médecine [Santé] - Université Paris Cité (UFR Médecine UPCité)
Université Paris Cité (UPCité)
Dr Bourgeois was funded by a grant from the Burroughs Wellcome Fund and supported by the Harvard-MIT Center for Regulatory Science. Mr Keller was funded by grant 5T32HG002295-18 from the National Human Genome Research Institute (NHGRI). Dr Aronow was funded by grant U24 HL148865 from the National Heart, Lung, and Blood Institute (NHLBI). Ms García Barrio was supported by grant PI18/00981 from the Carlos III Health Institute. Dr Gehlenborg was funded by grant T15 LM007092 from the NIH National Library of Medicine. Dr Geva was funded by grant K12 HD047349 from the NIH and Eunice Kennedy Shriver National Institute of Child Health and Human Development. Dr Hanauer was funded by grant UL1TR002240 from the National Center for Advancing Translational Sciences (NCATS). Drs Klann and Murphy were funded by grant 5UL1TR001857-05 from the NCATS and grant 5R01HG009174-04 from the NHGRI. Dr Luo was funded by grant R01LM013337 from the NLM. Mr Patel was funded by grant UL1TR002366 from the NCATS. Dr Gutiérrez-Sacristán was funded by grants K23HL148394 and L40HL148910 from the NIH NHLBI and grant UL1TR001420 from the NIH NCATS. Dr Visweswaran was funded by grant R01LM012095 from the NLM and grant UL1TR001857 from the NCATS. Dr Weber was supported by grants UL1TR002541 and UL1TR000005 from the NIH-NCATS, and grant R01LM013345 from the NLM.
CHU Necker - Enfants Malades [AP-HP]
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)
École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université de Paris (UP)-École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université de Paris (UP)
Université de Paris - UFR Médecine Paris Centre [Santé] (UP Médecine Paris Centre)
Université de Paris (UP)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université Paris Cité (UPC)-École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université Paris Cité (UPC)
Université Paris Cité - UFR Médecine Paris Centre [Santé] (UPC Médecine Paris Centre)
Université Paris Cité (UPC)
Source :
JAMA Network Open, JAMA Network Open, 2021, 4 (6), pp.e2112596. ⟨10.1001/jamanetworkopen.2021.12596⟩, JAMA Network Open, American Medical Association, 2021, 4 (6), pp.e2112596. ⟨10.1001/jamanetworkopen.2021.12596⟩
Publication Year :
2021
Publisher :
HAL CCSD, 2021.

Abstract

This cohort study aims to describe international hospitalization trends and key epidemiological and clinical features of children and youth with COVID-19.<br />Key Points Question What are international trends in hospitalizations for children and youth with SARS-CoV-2, and what are the epidemiological and clinical features of these patients? Findings This cohort study of 671 children and youth found discrete surges in hospitalizations with variable trends and timing across countries. Common complications included cardiac arrhythmias and viral pneumonia, and laboratory findings included elevations in markers of inflammation and abnormalities of coagulation; few children and youth were treated with medications directed specifically at SARS-CoV-2. Meaning These findings suggest large-scale informatics-based approaches used to incorporate electronic health record data across health care systems can provide an efficient source of information to monitor disease activity and define epidemiological and clinical features of pediatric patients hospitalized with SARS-CoV-2 infections.<br />Importance 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. Objective To describe international hospitalization trends and key epidemiological and clinical features of children and youth with COVID-19. Design, Setting, and Participants 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. Main Outcomes and Measures Patient characteristics, clinical features, and medication use. Results 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. Conclusions and Relevance 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.

Details

Language :
English
ISSN :
25743805
Database :
OpenAIRE
Journal :
JAMA Network Open, JAMA Network Open, 2021, 4 (6), pp.e2112596. ⟨10.1001/jamanetworkopen.2021.12596⟩, JAMA Network Open, American Medical Association, 2021, 4 (6), pp.e2112596. ⟨10.1001/jamanetworkopen.2021.12596⟩
Accession number :
edsair.doi.dedup.....79b40590ca9e627278315f7505517a94