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Predicting In-hospital Mortality Using D-Dimer in COVID-19 Patients With Acute Ischemic Stroke
Background: Coronavirus disease 2019 (COVID-19) has been associated with coagulopathy, and D-dimer levels have been used to predict disease severity. However, the role of D-dimer in predicting mortality in COVID-19 patients with acute ischemic stroke (AIS) remains incompletely characterized. Methods...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8322655/ https://www.ncbi.nlm.nih.gov/pubmed/34335456 http://dx.doi.org/10.3389/fneur.2021.702927 |
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author | Kim, Youngran Khose, Swapnil Abdelkhaleq, Rania Salazar-Marioni, Sergio Zhang, Guo-Qiang Sheth, Sunil A. |
author_facet | Kim, Youngran Khose, Swapnil Abdelkhaleq, Rania Salazar-Marioni, Sergio Zhang, Guo-Qiang Sheth, Sunil A. |
author_sort | Kim, Youngran |
collection | PubMed |
description | Background: Coronavirus disease 2019 (COVID-19) has been associated with coagulopathy, and D-dimer levels have been used to predict disease severity. However, the role of D-dimer in predicting mortality in COVID-19 patients with acute ischemic stroke (AIS) remains incompletely characterized. Methods: We conducted a retrospective cohort study using the Optum® de-identified COVID-19 Electronic Health Record dataset. Patients were included if they were 18 or older, had been hospitalized within 7 days of confirmed COVID-19 positivity from March 1, 2020 to November 30, 2020. We determined the optimal threshold of D-dimer to predict in-hospital mortality and compared risks of in-hospital mortality between patients with D-dimer levels below and above the cutoff. Risk ratios (RRs) were estimated adjusting for baseline characteristics and clinical variables. Results: Among 15,250 patients hospitalized with COVID-19 positivity, 285 presented with AIS at admission (2%). Patients with AIS were older [70 (60–79) vs. 64 (52–75), p < 0.001] and had greater D-dimer levels at admission [1.42 (0.76–3.96) vs. 0.94 (0.55–1.81) μg/ml FEU, p < 0.001]. Peak D-dimer level was a good predictor of in-hospital mortality among all patients [c-statistic 0.774 (95% CI 0.764–0.784)] and among patients with AIS [c-statistic 0.751 (95% CI 0.691–0.810)]. Among AIS patients, the optimum cutoff was identified at 5.15 μg/ml FEU with 73% sensitivity and 69% specificity. Elevated peak D-dimer level above this cut-off was associated with almost 3 times increased mortality [adjusted RR 2.89 (95% CI 1.87–4.47), p < 0.001]. Conclusions: COVID-19 patients with AIS present with greater D-dimer levels. Thresholds for outcomes prognostication should be higher in this population. |
format | Online Article Text |
id | pubmed-8322655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83226552021-07-31 Predicting In-hospital Mortality Using D-Dimer in COVID-19 Patients With Acute Ischemic Stroke Kim, Youngran Khose, Swapnil Abdelkhaleq, Rania Salazar-Marioni, Sergio Zhang, Guo-Qiang Sheth, Sunil A. Front Neurol Neurology Background: Coronavirus disease 2019 (COVID-19) has been associated with coagulopathy, and D-dimer levels have been used to predict disease severity. However, the role of D-dimer in predicting mortality in COVID-19 patients with acute ischemic stroke (AIS) remains incompletely characterized. Methods: We conducted a retrospective cohort study using the Optum® de-identified COVID-19 Electronic Health Record dataset. Patients were included if they were 18 or older, had been hospitalized within 7 days of confirmed COVID-19 positivity from March 1, 2020 to November 30, 2020. We determined the optimal threshold of D-dimer to predict in-hospital mortality and compared risks of in-hospital mortality between patients with D-dimer levels below and above the cutoff. Risk ratios (RRs) were estimated adjusting for baseline characteristics and clinical variables. Results: Among 15,250 patients hospitalized with COVID-19 positivity, 285 presented with AIS at admission (2%). Patients with AIS were older [70 (60–79) vs. 64 (52–75), p < 0.001] and had greater D-dimer levels at admission [1.42 (0.76–3.96) vs. 0.94 (0.55–1.81) μg/ml FEU, p < 0.001]. Peak D-dimer level was a good predictor of in-hospital mortality among all patients [c-statistic 0.774 (95% CI 0.764–0.784)] and among patients with AIS [c-statistic 0.751 (95% CI 0.691–0.810)]. Among AIS patients, the optimum cutoff was identified at 5.15 μg/ml FEU with 73% sensitivity and 69% specificity. Elevated peak D-dimer level above this cut-off was associated with almost 3 times increased mortality [adjusted RR 2.89 (95% CI 1.87–4.47), p < 0.001]. Conclusions: COVID-19 patients with AIS present with greater D-dimer levels. Thresholds for outcomes prognostication should be higher in this population. Frontiers Media S.A. 2021-07-16 /pmc/articles/PMC8322655/ /pubmed/34335456 http://dx.doi.org/10.3389/fneur.2021.702927 Text en Copyright © 2021 Kim, Khose, Abdelkhaleq, Salazar-Marioni, Zhang and Sheth. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Kim, Youngran Khose, Swapnil Abdelkhaleq, Rania Salazar-Marioni, Sergio Zhang, Guo-Qiang Sheth, Sunil A. Predicting In-hospital Mortality Using D-Dimer in COVID-19 Patients With Acute Ischemic Stroke |
title | Predicting In-hospital Mortality Using D-Dimer in COVID-19 Patients With Acute Ischemic Stroke |
title_full | Predicting In-hospital Mortality Using D-Dimer in COVID-19 Patients With Acute Ischemic Stroke |
title_fullStr | Predicting In-hospital Mortality Using D-Dimer in COVID-19 Patients With Acute Ischemic Stroke |
title_full_unstemmed | Predicting In-hospital Mortality Using D-Dimer in COVID-19 Patients With Acute Ischemic Stroke |
title_short | Predicting In-hospital Mortality Using D-Dimer in COVID-19 Patients With Acute Ischemic Stroke |
title_sort | predicting in-hospital mortality using d-dimer in covid-19 patients with acute ischemic stroke |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8322655/ https://www.ncbi.nlm.nih.gov/pubmed/34335456 http://dx.doi.org/10.3389/fneur.2021.702927 |
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