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Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

Authors :
María Aragón
Peter R. Rijnbeek
Jennifer C E Lane
Seok Young Song
Alexander Davydov
Kristin Kostka
Asieh Golozar
Maria Tereza Fernandes Abrahão
Christian G. Reich
Nigam H. Shah
Haini Wen
Lin Zhang
Daniel R. Morales
Belay Birlie Yimer
Oleg Zhuk
Thomas Falconer
Aedín C. Culhane
Carlos Areia
Juan M. Banda
Jimyung Park
Jill Hardin
Andrew E. Williams
Rupa Makadia
Weihua Gao
Fredrik Nyberg
George Hripcsak
Yonghua Jing
Hokyun Jeon
Albert Prats-Uribe
Michael E. Matheny
Matthew E. Spotnitz
Thamir M. Alshammari
Osaid Alser
Rae Woong Park
Martijn J. Schuemie
Jose D. Posada
Paras P. Mehta
Seng Chan You
Salvatore Volpe
Gowtham A. Rao
Hamed Abedtash
Hyejin Lee
Chi Young Jung
Benjamin Skov Kaas-Hansen
Sergio Fernandez-Bertolin
Vojtech Huser
Kristine E. Lynch
Yeunsook Rho
Anna Ostropolets
Patrick B. Ryan
Amanda Alberga
Seamus Kent
Jaehyeong Cho
Spyros Kolovos
Azza Shoaibi
Marc A. Suchard
Heba Alghoul
Yeesuk Kim
Denys Kaduk
David Vizcaya
Frank J. DeFalco
Joel N. Swerdel
Karthik Natarajan
Scott L. DuVall
Daniel Prieto-Alhambra
Lisa M. Schilling
Talita Duarte-Salles
Edward Burn
Anthony G. Sena
Medical Informatics
Source :
Burn, E, You, S C, Sena, A G, Kostka, K, Abedtash, H, Abrahão, M T F, Alberga, A, Alghoul, H, Alser, O, Alshammari, T M, Aragon, M, Areia, C, Banda, J M, Cho, J, Culhane, A C, Davydov, A, DeFalco, F J, Duarte-Salles, T, DuVall, S, Falconer, T, Fernandez-Bertolin, S, Gao, W, Golozar, A, Hardin, J, Hripcsak, G, Huser, V, Jeon, H, Jing, Y, Jung, C Y, Kaas-Hansen, B S, Kaduk, D, Kent, S, Kim, Y, Kolovos, S, Lane, J C E, Lee, H, Lynch, K E, Makadia, R, Matheny, M E, Mehta, P P, Morales, D R, Natarajan, K, Nyberg, F, Ostropolets, A, Park, R W, Park, J, Posada, J D, Prats-Uribe, A, Rao, G, Reich, C, Rho, Y, Rijnbeek, P, Schilling, L M, Schuemie, M, Shah, N H, Shoaibi, A, Song, S, Spotnitz, M, Suchard, M A, Swerdel, J N, Vizcaya, D, Volpe, S, Wen, H, Williams, A E, Yimer, B B, Zhang, L, Zhuk, O, Prieto-Alhambra, D & Ryan, P 2020, ' Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study ', Nature Communications, vol. 11, no. 1, 5009 . https://doi.org/10.1038/s41467-020-18849-z, medRxiv, article-version (status) pre, article-version (number) 1, Nature Communications, Nature Communications, Vol 11, Iss 1, Pp 1-11 (2020), Nature communications, vol 11, iss 1, Nature Communications, 11(1):5009. Nature Publishing Group, Burn, E, You, S C, Sena, A G, Kostka, K, Abedtash, H, Abrahão, M T F, Alberga, A, Alghoul, H, Alser, O, Alshammari, T M, Aragon, M, Areia, C, Banda, J M, Cho, J, Culhane, A C, Davydov, A, DeFalco, F J, Duarte-Salles, T, DuVall, S, Falconer, T, Fernandez-Bertolin, S, Gao, W, Golozar, A, Hardin, J, Hripcsak, G, Huser, V, Jeon, H, Jing, Y, Jung, C Y, Kaas-Hansen, B S, Kaduk, D, Kent, S, Kim, Y, Kolovos, S, Lane, J C E, Lee, H, Lynch, K E, Makadia, R, Matheny, M E, Mehta, P P, Morales, D R, Natarajan, K, Nyberg, F, Ostropolets, A, Park, R W, Park, J, Posada, J D, Prats-Uribe, A, Rao, G, Reich, C, Rho, Y, Rijnbeek, P, Schilling, L M, Schuemie, M, Shah, N H, Shoaibi, A, Song, S, Spotnitz, M, Suchard, M A, Swerdel, J N, Vizcaya, D, Volpe, S, Wen, H, Williams, A E, Yimer, B B, Zhang, L, Zhuk, O, Prieto-Alhambra, D & Ryan, P 2020, ' Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study ', Nature Communications, vol. 11, no. 1, pp. 5009 . https://doi.org/10.1038/s41467-020-18849-z
Publication Year :
2020
Publisher :
Springer Science and Business Media LLC, 2020.

Abstract

Background To better understand the profile of individuals with severe coronavirus disease 2019 (COVID-19), we characterised individuals hospitalised with COVID-19 and compared them to individuals previously hospitalised with influenza. Methods We report the characteristics (demographics, prior conditions and medication use) of patients hospitalised with COVID-19 between December 2019 and April 2020 in the US (Columbia University Irving Medical Center [CUIMC], STAnford Medicine Research data Repository [STARR-OMOP], and the Department of Veterans Affairs [VA OMOP]) and Health Insurance Review & Assessment [HIRA] of South Korea. Patients hospitalised with COVID-19 were compared with patients previously hospitalised with influenza in 2014–19. Results 6,806 (US: 1,634, South Korea: 5,172) individuals hospitalised with COVID-19 were included. Patients in the US were majority male (VA OMOP: 94%, STARR-OMOP: 57%, CUIMC: 52%), but were majority female in HIRA (56%). Age profiles varied across data sources. Prevalence of asthma ranged from 7% to 14%, diabetes from 18% to 43%, and hypertensive disorder from 22% to 70% across data sources, while between 9% and 39% were taking drugs acting on the renin-angiotensin system in the 30 days prior to their hospitalisation. Compared to 52,422 individuals hospitalised with influenza, patients admitted with COVID-19 were more likely male, younger, and, in the US, had fewer comorbidities and lower medication use. Conclusions Rates of comorbidities and medication use are high among individuals hospitalised with COVID-19. However, COVID-19 patients are more likely to be male and appear to be younger and, in the US, generally healthier than those typically admitted with influenza.

Details

ISSN :
20411723
Volume :
11
Database :
OpenAIRE
Journal :
Nature Communications
Accession number :
edsair.doi.dedup.....19a1e6964b5ae894cb40c60b5342f3bf
Full Text :
https://doi.org/10.1038/s41467-020-18849-z