Cargando…

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

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 epidemiologic...

Descripción completa

Detalles Bibliográficos
Autores principales: Bourgeois, Florence T., Gutiérrez-Sacristán, Alba, Keller, Mark S., Liu, Molei, Hong, Chuan, Bonzel, Clara-Lea, Tan, Amelia L. M., Aronow, Bruce J., Boeker, Martin, Booth, John, Cruz Rojo, Jaime, Devkota, Batsal, García Barrio, Noelia, Gehlenborg, Nils, Geva, Alon, Hanauer, David A., Hutch, Meghan R., Issitt, Richard W., Klann, Jeffrey G., Luo, Yuan, Mandl, Kenneth D., Mao, Chengsheng, Moal, Bertrand, Moshal, Karyn L., Murphy, Shawn N., Neuraz, Antoine, Ngiam, Kee Yuan, Omenn, Gilbert S, Patel, Lav P., Jiménez, Miguel Pedrera, Sebire, Neil J., Balazote, Pablo Serrano, Serret-Larmande, Arnaud, South, Andrew M., Spiridou, Anastasia, Taylor, Deanne M., Tippmann, Patric, Visweswaran, Shyam, Weber, Griffin M., Kohane, Isaac S., Cai, Tianxi, Avillach, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8196345/
https://www.ncbi.nlm.nih.gov/pubmed/34115127
http://dx.doi.org/10.1001/jamanetworkopen.2021.12596
_version_ 1783706668259868672
author Bourgeois, Florence T.
Gutiérrez-Sacristán, Alba
Keller, Mark S.
Liu, Molei
Hong, Chuan
Bonzel, Clara-Lea
Tan, Amelia L. M.
Aronow, Bruce J.
Boeker, Martin
Booth, John
Cruz Rojo, Jaime
Devkota, Batsal
García Barrio, Noelia
Gehlenborg, Nils
Geva, Alon
Hanauer, David A.
Hutch, Meghan R.
Issitt, Richard W.
Klann, Jeffrey G.
Luo, Yuan
Mandl, Kenneth D.
Mao, Chengsheng
Moal, Bertrand
Moshal, Karyn L.
Murphy, Shawn N.
Neuraz, Antoine
Ngiam, Kee Yuan
Omenn, Gilbert S
Patel, Lav P.
Jiménez, Miguel Pedrera
Sebire, Neil J.
Balazote, Pablo Serrano
Serret-Larmande, Arnaud
South, Andrew M.
Spiridou, Anastasia
Taylor, Deanne M.
Tippmann, Patric
Visweswaran, Shyam
Weber, Griffin M.
Kohane, Isaac S.
Cai, Tianxi
Avillach, Paul
author_facet Bourgeois, Florence T.
Gutiérrez-Sacristán, Alba
Keller, Mark S.
Liu, Molei
Hong, Chuan
Bonzel, Clara-Lea
Tan, Amelia L. M.
Aronow, Bruce J.
Boeker, Martin
Booth, John
Cruz Rojo, Jaime
Devkota, Batsal
García Barrio, Noelia
Gehlenborg, Nils
Geva, Alon
Hanauer, David A.
Hutch, Meghan R.
Issitt, Richard W.
Klann, Jeffrey G.
Luo, Yuan
Mandl, Kenneth D.
Mao, Chengsheng
Moal, Bertrand
Moshal, Karyn L.
Murphy, Shawn N.
Neuraz, Antoine
Ngiam, Kee Yuan
Omenn, Gilbert S
Patel, Lav P.
Jiménez, Miguel Pedrera
Sebire, Neil J.
Balazote, Pablo Serrano
Serret-Larmande, Arnaud
South, Andrew M.
Spiridou, Anastasia
Taylor, Deanne M.
Tippmann, Patric
Visweswaran, Shyam
Weber, Griffin M.
Kohane, Isaac S.
Cai, Tianxi
Avillach, Paul
author_sort Bourgeois, Florence T.
collection PubMed
description 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.
format Online
Article
Text
id pubmed-8196345
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher American Medical Association
record_format MEDLINE/PubMed
spelling pubmed-81963452021-06-17 International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries Bourgeois, Florence T. Gutiérrez-Sacristán, Alba Keller, Mark S. Liu, Molei Hong, Chuan Bonzel, Clara-Lea Tan, Amelia L. M. Aronow, Bruce J. Boeker, Martin Booth, John Cruz Rojo, Jaime Devkota, Batsal García Barrio, Noelia Gehlenborg, Nils Geva, Alon Hanauer, David A. Hutch, Meghan R. Issitt, Richard W. Klann, Jeffrey G. Luo, Yuan Mandl, Kenneth D. Mao, Chengsheng Moal, Bertrand Moshal, Karyn L. Murphy, Shawn N. Neuraz, Antoine Ngiam, Kee Yuan Omenn, Gilbert S Patel, Lav P. Jiménez, Miguel Pedrera Sebire, Neil J. Balazote, Pablo Serrano Serret-Larmande, Arnaud South, Andrew M. Spiridou, Anastasia Taylor, Deanne M. Tippmann, Patric Visweswaran, Shyam Weber, Griffin M. Kohane, Isaac S. Cai, Tianxi Avillach, Paul JAMA Netw Open Original Investigation 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. American Medical Association 2021-06-11 /pmc/articles/PMC8196345/ /pubmed/34115127 http://dx.doi.org/10.1001/jamanetworkopen.2021.12596 Text en Copyright 2021 Bourgeois FT et al. JAMA Network Open. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the CC-BY License.
spellingShingle Original Investigation
Bourgeois, Florence T.
Gutiérrez-Sacristán, Alba
Keller, Mark S.
Liu, Molei
Hong, Chuan
Bonzel, Clara-Lea
Tan, Amelia L. M.
Aronow, Bruce J.
Boeker, Martin
Booth, John
Cruz Rojo, Jaime
Devkota, Batsal
García Barrio, Noelia
Gehlenborg, Nils
Geva, Alon
Hanauer, David A.
Hutch, Meghan R.
Issitt, Richard W.
Klann, Jeffrey G.
Luo, Yuan
Mandl, Kenneth D.
Mao, Chengsheng
Moal, Bertrand
Moshal, Karyn L.
Murphy, Shawn N.
Neuraz, Antoine
Ngiam, Kee Yuan
Omenn, Gilbert S
Patel, Lav P.
Jiménez, Miguel Pedrera
Sebire, Neil J.
Balazote, Pablo Serrano
Serret-Larmande, Arnaud
South, Andrew M.
Spiridou, Anastasia
Taylor, Deanne M.
Tippmann, Patric
Visweswaran, Shyam
Weber, Griffin M.
Kohane, Isaac S.
Cai, Tianxi
Avillach, Paul
International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries
title International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries
title_full International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries
title_fullStr International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries
title_full_unstemmed International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries
title_short International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries
title_sort international analysis of electronic health records of children and youth hospitalized with covid-19 infection in 6 countries
topic Original Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8196345/
https://www.ncbi.nlm.nih.gov/pubmed/34115127
http://dx.doi.org/10.1001/jamanetworkopen.2021.12596
work_keys_str_mv AT bourgeoisflorencet internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT gutierrezsacristanalba internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT kellermarks internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT liumolei internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT hongchuan internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT bonzelclaralea internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT tanamelialm internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT aronowbrucej internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT boekermartin internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT boothjohn internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT cruzrojojaime internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT devkotabatsal internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT garciabarrionoelia internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT gehlenborgnils internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT gevaalon internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT hanauerdavida internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT hutchmeghanr internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT issittrichardw internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT klannjeffreyg internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT luoyuan internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT mandlkennethd internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT maochengsheng internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT moalbertrand internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT moshalkarynl internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT murphyshawnn internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT neurazantoine internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT ngiamkeeyuan internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT omenngilberts internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT patellavp internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT jimenezmiguelpedrera internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT sebireneilj internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT balazotepabloserrano internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT serretlarmandearnaud internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT southandrewm internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT spiridouanastasia internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT taylordeannem internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT tippmannpatric internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT visweswaranshyam internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT webergriffinm internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT kohaneisaacs internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT caitianxi internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries
AT avillachpaul internationalanalysisofelectronichealthrecordsofchildrenandyouthhospitalizedwithcovid19infectionin6countries