Back

Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19

Le, T. T.; Gutierrez-Sacristan, A.; Son, J.; Hong, C.; South, A. M.; Beaulieu-Jones, B. K.; Loh, N. H. W.; Luo, Y.; Morris, M.; Ngiam, K. Y.; Patel, L. P.; Samayamuthu, M. J.; Schriver, E.; Tan, A. L.; Moore, J.; Cai, T.; Omenn, G. S.; Avillach, P.; Kohane, I. S.; The Consortium for Clinical Characterization of COVID-19 by EHR (4CE), ; Visweswaran, S.; Mowery, D. L.; Xia, Z.

2021-01-29 neurology
10.1101/2021.01.27.21249817 medRxiv
Show abstract

OBJECTIVENeurological complications can worsen outcomes in COVID-19. We defined the prevalence of a wide range of neurological conditions among patients hospitalized with COVID-19 in geographically diverse multinational populations. METHODSUsing electronic health record (EHR) data from 348 participating hospitals across 6 countries and 3 continents between January and September 2020, we performed a cross-sectional study of hospitalized adult and pediatric patients with a positive SARS-CoV-2 reverse transcription polymerase chain reaction test, both with and without severe COVID-19. We assessed the frequency of each disease category and 3-character International Classification of Disease (ICD) code of neurological diseases by countries, sites, time before and after admission for COVID-19, and COVID-19 severity. RESULTSAmong the 35,177 hospitalized patients with SARS-CoV-2 infection, there was increased prevalence of disorders of consciousness (5.8%, 95% confidence interval [CI]: 3.7%-7.8%, pFDR<.001) and unspecified disorders of the brain (8.1%, 95%CI: 5.7%-10.5%, pFDR<.001), compared to pre-admission prevalence. During hospitalization, patients who experienced severe COVID-19 status had 22% (95%CI: 19%-25%) increase in the relative risk (RR) of disorders of consciousness, 24% (95%CI: 13%-35%) increase in other cerebrovascular diseases, 34% (95%CI: 20%-50%) increase in nontraumatic intracranial hemorrhage, 37% (95%CI: 17%-60%) increase in encephalitis and/or myelitis, and 72% (95%CI: 67%-77%) increase in myopathy compared to those who never experienced severe disease. INTERPRETATIONUsing an international network and common EHR data elements, we highlight an increase in the prevalence of central and peripheral neurological phenotypes in patients hospitalized with SARS-CoV-2 infection, particularly among those with severe disease.

Matching journals

The top 11 journals account for 50% of the predicted probability mass.

1
EClinicalMedicine
21 papers in training set
Top 0.1%
7.2%
2
Annals of Clinical and Translational Neurology
29 papers in training set
Top 0.1%
6.4%
3
Neurology
44 papers in training set
Top 0.2%
4.9%
4
Journal of Neurology, Neurosurgery & Psychiatry
29 papers in training set
Top 0.2%
4.9%
5
Med
38 papers in training set
Top 0.1%
4.9%
6
PLOS ONE
4510 papers in training set
Top 34%
4.3%
7
Annals of Neurology
57 papers in training set
Top 0.4%
4.0%
8
Journal of Neurology
26 papers in training set
Top 0.2%
4.0%
9
PLOS Medicine
98 papers in training set
Top 1%
3.6%
10
Neurocritical Care
11 papers in training set
Top 0.1%
3.6%
11
BMJ
49 papers in training set
Top 0.3%
3.6%
50% of probability mass above
12
The Journal of Pediatrics
15 papers in training set
Top 0.2%
3.6%
13
JAMA Network Open
127 papers in training set
Top 1%
2.6%
14
Nature Communications
4913 papers in training set
Top 45%
2.4%
15
The Lancet Digital Health
25 papers in training set
Top 0.3%
2.1%
16
Frontiers in Neurology
91 papers in training set
Top 3%
1.9%
17
Nature Medicine
117 papers in training set
Top 2%
1.9%
18
BMJ Open
554 papers in training set
Top 10%
1.3%
19
BMC Medicine
163 papers in training set
Top 4%
1.3%
20
Critical Care Explorations
15 papers in training set
Top 0.3%
1.2%
21
Clinical Infectious Diseases
231 papers in training set
Top 4%
1.0%
22
Brain, Behavior, and Immunity
105 papers in training set
Top 2%
1.0%
23
Scientific Reports
3102 papers in training set
Top 69%
1.0%
24
Journal of the Neurological Sciences
17 papers in training set
Top 0.6%
0.9%
25
The Lancet
16 papers in training set
Top 0.6%
0.9%
26
eClinicalMedicine
55 papers in training set
Top 2%
0.8%
27
Circulation
66 papers in training set
Top 2%
0.8%
28
Brain Communications
147 papers in training set
Top 3%
0.7%
29
Brain
154 papers in training set
Top 5%
0.7%
30
European Journal of Neurology
20 papers in training set
Top 0.6%
0.7%