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

被引:6
|
作者
Le, Trang T. [1 ]
Gutierrez-Sacristan, Alba [2 ]
Son, Jiyeon [3 ]
Hong, Chuan [2 ]
South, Andrew M. [4 ]
Beaulieu-Jones, Brett K. [2 ]
Loh, Ne Hooi Will [5 ]
Luo, Yuan [6 ]
Morris, Michele [7 ]
Ngiam, Kee Yuan [8 ]
Patel, Lav P. [9 ]
Samayamuthu, Malarkodi J. [7 ]
Schriver, Emily [10 ]
Tan, Amelia Lm [2 ]
Moore, Jason [1 ]
Cai, Tianxi [2 ]
Omenn, Gilbert S. [11 ]
Avillach, Paul [2 ]
Kohane, Isaac S. [2 ]
Visweswaran, Shyam [7 ]
Mowery, Danielle L. [1 ]
Xia, Zongqi [3 ]
机构
[1] Univ Penn, Dept Biostat Epidemiol & Informat, Perelman Sch Med, Philadelphia, PA 19104 USA
[2] Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
[3] Univ Pittsburgh, Dept Neurol, Biomed Sci Tower 3,Suite 7014,3501 5th Ave, Pittsburgh, PA 15260 USA
[4] Wake Forest Sch Med, Dept Pediat, Winston Salem, NC 27101 USA
[5] Natl Univ Hlth Syst, Dept Crit Care, Singapore, Singapore
[6] Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USA
[7] Univ Pittsburgh, Dept Biomed Informat, Pittsburgh, PA USA
[8] Natl Univ Hlth Syst, Dept Surg, Singapore, Singapore
[9] Univ Kansas, Med Ctr, Dept Internal Med, Kansas City, KS 66103 USA
[10] Univ Penn Hlth Syst, Data Analyt Ctr, Philadelphia, PA USA
[11] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院;
关键词
COMPLICATIONS; UK;
D O I
10.1038/s41598-021-99481-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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%, p(FDR) < 0.001) and unspecified disorders of the brain (8.1%, 5.7-10.5%, p(FDR) < 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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页数:13
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