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Evaluation of emerging inflammatory markers for predicting oxygen support requirement in COVID-19 patients

Coronavirus disease 2019 (COVID-19), a highly contagious pathogenic viral infection caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has spread rapidly and remains a challenge to global public health. COVID-19 patients manifest various symptoms from mild to severe cases with po...

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Autores principales: Kamjai, Peerapong, Hemvimol, Sivaporn, Bordeerat, Narisa Kengtrong, Srimanote, Potjanee, Angkasekwinai, Pornpimon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9704613/
https://www.ncbi.nlm.nih.gov/pubmed/36441688
http://dx.doi.org/10.1371/journal.pone.0278145
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author Kamjai, Peerapong
Hemvimol, Sivaporn
Bordeerat, Narisa Kengtrong
Srimanote, Potjanee
Angkasekwinai, Pornpimon
author_facet Kamjai, Peerapong
Hemvimol, Sivaporn
Bordeerat, Narisa Kengtrong
Srimanote, Potjanee
Angkasekwinai, Pornpimon
author_sort Kamjai, Peerapong
collection PubMed
description Coronavirus disease 2019 (COVID-19), a highly contagious pathogenic viral infection caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has spread rapidly and remains a challenge to global public health. COVID-19 patients manifest various symptoms from mild to severe cases with poor clinical outcomes. Prognostic values of novel markers, including neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and C-reactive protein to lymphocyte ratio (CLR) calculated from routine laboratory parameters have recently been reported to predict severe cases; however, whether this investigation can guide oxygen therapy in COVID-19 patients remains unclear. In this study, we assessed the ability of these markers in screening and predicting types of oxygen therapy in COVID-19 patients. The retrospective data of 474 COVID-19 patients were categorized into mild and severe cases and grouped according to the types of oxygen therapy requirement, including noninvasive oxygen support, high-flow nasal cannula and invasive mechanical ventilator. Among the novel markers, the ROC curve analysis indicated a screening cutoff of CRP ≥ 30.0 mg/L, NLR ≥ 3.0 and CLR ≥ 25 in predicting the requirement of any type of oxygen support. The NLR and CLR with increasing cut-off values have discriminative power with high accuracy and specificity for more effective oxygen therapy with a high-flow nasal cannula (NLR ≥ 6.0 and CLR ≥ 60) and mechanical ventilator (NLR ≥ 8.0 and CLR ≥ 80). Our study thus identifies potential markers to differentiate the suitable management of oxygen therapy in COVID-19 patients at an earlier time for improving disease outcomes with limited respiratory support resources.
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spelling pubmed-97046132022-11-29 Evaluation of emerging inflammatory markers for predicting oxygen support requirement in COVID-19 patients Kamjai, Peerapong Hemvimol, Sivaporn Bordeerat, Narisa Kengtrong Srimanote, Potjanee Angkasekwinai, Pornpimon PLoS One Research Article Coronavirus disease 2019 (COVID-19), a highly contagious pathogenic viral infection caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has spread rapidly and remains a challenge to global public health. COVID-19 patients manifest various symptoms from mild to severe cases with poor clinical outcomes. Prognostic values of novel markers, including neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and C-reactive protein to lymphocyte ratio (CLR) calculated from routine laboratory parameters have recently been reported to predict severe cases; however, whether this investigation can guide oxygen therapy in COVID-19 patients remains unclear. In this study, we assessed the ability of these markers in screening and predicting types of oxygen therapy in COVID-19 patients. The retrospective data of 474 COVID-19 patients were categorized into mild and severe cases and grouped according to the types of oxygen therapy requirement, including noninvasive oxygen support, high-flow nasal cannula and invasive mechanical ventilator. Among the novel markers, the ROC curve analysis indicated a screening cutoff of CRP ≥ 30.0 mg/L, NLR ≥ 3.0 and CLR ≥ 25 in predicting the requirement of any type of oxygen support. The NLR and CLR with increasing cut-off values have discriminative power with high accuracy and specificity for more effective oxygen therapy with a high-flow nasal cannula (NLR ≥ 6.0 and CLR ≥ 60) and mechanical ventilator (NLR ≥ 8.0 and CLR ≥ 80). Our study thus identifies potential markers to differentiate the suitable management of oxygen therapy in COVID-19 patients at an earlier time for improving disease outcomes with limited respiratory support resources. Public Library of Science 2022-11-28 /pmc/articles/PMC9704613/ /pubmed/36441688 http://dx.doi.org/10.1371/journal.pone.0278145 Text en © 2022 Kamjai et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kamjai, Peerapong
Hemvimol, Sivaporn
Bordeerat, Narisa Kengtrong
Srimanote, Potjanee
Angkasekwinai, Pornpimon
Evaluation of emerging inflammatory markers for predicting oxygen support requirement in COVID-19 patients
title Evaluation of emerging inflammatory markers for predicting oxygen support requirement in COVID-19 patients
title_full Evaluation of emerging inflammatory markers for predicting oxygen support requirement in COVID-19 patients
title_fullStr Evaluation of emerging inflammatory markers for predicting oxygen support requirement in COVID-19 patients
title_full_unstemmed Evaluation of emerging inflammatory markers for predicting oxygen support requirement in COVID-19 patients
title_short Evaluation of emerging inflammatory markers for predicting oxygen support requirement in COVID-19 patients
title_sort evaluation of emerging inflammatory markers for predicting oxygen support requirement in covid-19 patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9704613/
https://www.ncbi.nlm.nih.gov/pubmed/36441688
http://dx.doi.org/10.1371/journal.pone.0278145
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