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The prognostic value of biomarker levels and chest imaging in patients with COVID-19 presenting to the emergency department
INTRODUCTION: We aimed to compare the prognostic value of a quantitative CT severity score with several laboratory parameters, particularly C-reactive protein, Procalcitonin, Neutrophil to lymphocyte ratio, D-dimer, ferritin, lactate dehydrogenase, lactate, troponin and B-type Natriuretic Peptide in...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Published by Elsevier Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9233869/ https://www.ncbi.nlm.nih.gov/pubmed/35772223 http://dx.doi.org/10.1016/j.ajem.2022.06.043 |
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author | Dagher, Gilbert Abou Ghanem, Alain Abi Haidar, Saadeddine Kattouf, Nadim Assaf, Mohamad Khdhir, Mihran Chahine, Reve Rizk, Jennifer Makki, Maha Tamim, Hani Chebl, Ralph Bou |
author_facet | Dagher, Gilbert Abou Ghanem, Alain Abi Haidar, Saadeddine Kattouf, Nadim Assaf, Mohamad Khdhir, Mihran Chahine, Reve Rizk, Jennifer Makki, Maha Tamim, Hani Chebl, Ralph Bou |
author_sort | Dagher, Gilbert Abou |
collection | PubMed |
description | INTRODUCTION: We aimed to compare the prognostic value of a quantitative CT severity score with several laboratory parameters, particularly C-reactive protein, Procalcitonin, Neutrophil to lymphocyte ratio, D-dimer, ferritin, lactate dehydrogenase, lactate, troponin and B-type Natriuretic Peptide in predicting in-hospital mortality. METHODS: This was a retrospective chart review study of COVID-19 patients who presented to the Emergency Department of a tertiary care center between February and December 2020. All patients ≥18 years old who tested positive for the COVID-19 real-time reverse transcriptase polymerase chain reaction and underwent CT imaging at presentation were included. The primary outcome was the prognostic ability of CT severity score versus biomarkers in predicting in-hospital mortality. RESULTS: The AUCs were: D-dimer (AUC: 0.67 95% CI = 0.57–0.77), CT severity score (0.66, 95% CI = 0.55–0.77), LDH (0.66, 95% CI = 0.55–0.77), Pro-BNP (0.65, 95% CI = 0.55–0.76), NLR (0.64, 95% CI = 0.53–0.75) and troponin (0.64, 95% CI = 0.52–0.75). In the stepwise logistic regression, age (OR = 1.07 95% CI = 1.05–1.09), obesity (OR = 2.02 95% CI = 1.25–3.26), neutrophil/lymphocyte ratio (OR = 1.02 95% CI = 1.01–1.04), CRP (OR = 1.01 95% CI = 1.004–1.01), lactate dehydrogenase (OR = 1.003 95% CI = 1.001–1.004) and CT severity score (OR = 1.17 95% CI = 1.12–1.23) were significantly associated with in-hospital mortality. CONCLUSION: In summary, CT severity score outperformed several biomarkers as a prognostic tool for covid related mortality. In COVID-19 patients requiring lung imaging, such as patients requiring ICU admission, patients with abnormal vital signs and those requiring mechanical ventilation, the results suggest obtaining and calculating the CT severity score to use it as a prognostic tool. If a CT was not performed, the results suggest using LDH, CRP or NLR if already done as prognostic tools in COVID-19 as these biomarkers were also found to be prognostic in COVID-19 patients. |
format | Online Article Text |
id | pubmed-9233869 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Published by Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92338692022-06-27 The prognostic value of biomarker levels and chest imaging in patients with COVID-19 presenting to the emergency department Dagher, Gilbert Abou Ghanem, Alain Abi Haidar, Saadeddine Kattouf, Nadim Assaf, Mohamad Khdhir, Mihran Chahine, Reve Rizk, Jennifer Makki, Maha Tamim, Hani Chebl, Ralph Bou Am J Emerg Med Article INTRODUCTION: We aimed to compare the prognostic value of a quantitative CT severity score with several laboratory parameters, particularly C-reactive protein, Procalcitonin, Neutrophil to lymphocyte ratio, D-dimer, ferritin, lactate dehydrogenase, lactate, troponin and B-type Natriuretic Peptide in predicting in-hospital mortality. METHODS: This was a retrospective chart review study of COVID-19 patients who presented to the Emergency Department of a tertiary care center between February and December 2020. All patients ≥18 years old who tested positive for the COVID-19 real-time reverse transcriptase polymerase chain reaction and underwent CT imaging at presentation were included. The primary outcome was the prognostic ability of CT severity score versus biomarkers in predicting in-hospital mortality. RESULTS: The AUCs were: D-dimer (AUC: 0.67 95% CI = 0.57–0.77), CT severity score (0.66, 95% CI = 0.55–0.77), LDH (0.66, 95% CI = 0.55–0.77), Pro-BNP (0.65, 95% CI = 0.55–0.76), NLR (0.64, 95% CI = 0.53–0.75) and troponin (0.64, 95% CI = 0.52–0.75). In the stepwise logistic regression, age (OR = 1.07 95% CI = 1.05–1.09), obesity (OR = 2.02 95% CI = 1.25–3.26), neutrophil/lymphocyte ratio (OR = 1.02 95% CI = 1.01–1.04), CRP (OR = 1.01 95% CI = 1.004–1.01), lactate dehydrogenase (OR = 1.003 95% CI = 1.001–1.004) and CT severity score (OR = 1.17 95% CI = 1.12–1.23) were significantly associated with in-hospital mortality. CONCLUSION: In summary, CT severity score outperformed several biomarkers as a prognostic tool for covid related mortality. In COVID-19 patients requiring lung imaging, such as patients requiring ICU admission, patients with abnormal vital signs and those requiring mechanical ventilation, the results suggest obtaining and calculating the CT severity score to use it as a prognostic tool. If a CT was not performed, the results suggest using LDH, CRP or NLR if already done as prognostic tools in COVID-19 as these biomarkers were also found to be prognostic in COVID-19 patients. Published by Elsevier Inc. 2022-09 2022-06-26 /pmc/articles/PMC9233869/ /pubmed/35772223 http://dx.doi.org/10.1016/j.ajem.2022.06.043 Text en © 2022 Published by Elsevier Inc. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Dagher, Gilbert Abou Ghanem, Alain Abi Haidar, Saadeddine Kattouf, Nadim Assaf, Mohamad Khdhir, Mihran Chahine, Reve Rizk, Jennifer Makki, Maha Tamim, Hani Chebl, Ralph Bou The prognostic value of biomarker levels and chest imaging in patients with COVID-19 presenting to the emergency department |
title | The prognostic value of biomarker levels and chest imaging in patients with COVID-19 presenting to the emergency department |
title_full | The prognostic value of biomarker levels and chest imaging in patients with COVID-19 presenting to the emergency department |
title_fullStr | The prognostic value of biomarker levels and chest imaging in patients with COVID-19 presenting to the emergency department |
title_full_unstemmed | The prognostic value of biomarker levels and chest imaging in patients with COVID-19 presenting to the emergency department |
title_short | The prognostic value of biomarker levels and chest imaging in patients with COVID-19 presenting to the emergency department |
title_sort | prognostic value of biomarker levels and chest imaging in patients with covid-19 presenting to the emergency department |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9233869/ https://www.ncbi.nlm.nih.gov/pubmed/35772223 http://dx.doi.org/10.1016/j.ajem.2022.06.043 |
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