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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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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. |
format | Online Article Text |
id | pubmed-9704613 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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