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Utility of hematological and inflammatory biomarkers in predicting recovery in critical Covid-19 patients: Our experience in the largest Covid-19 treating center in Lebanon
BACKGROUND: COVID-19 pandemic has led to a catastrophic shortage of ICU beds. This has resulted in the need to identify patients that can be discharged early before full clinical recovery. We designed this study to determine if in changes routine tests like CBCD and CRP can be a useful complement to...
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/PMC9278762/ https://www.ncbi.nlm.nih.gov/pubmed/35830459 http://dx.doi.org/10.1371/journal.pone.0271393 |
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author | Salame, Hassan Nawfal, Rashad Kassem, Jad Mckey, Remy Kassem, Ali AlKhalil, Nayef Saleh, Mohamad Abdel Sater, Ali H. Ibrahim, Ali Abou-Abbas, Linda Eldbouni, Oussaima Khatoun, Hoda Matar, Bassam |
author_facet | Salame, Hassan Nawfal, Rashad Kassem, Jad Mckey, Remy Kassem, Ali AlKhalil, Nayef Saleh, Mohamad Abdel Sater, Ali H. Ibrahim, Ali Abou-Abbas, Linda Eldbouni, Oussaima Khatoun, Hoda Matar, Bassam |
author_sort | Salame, Hassan |
collection | PubMed |
description | BACKGROUND: COVID-19 pandemic has led to a catastrophic shortage of ICU beds. This has resulted in the need to identify patients that can be discharged early before full clinical recovery. We designed this study to determine if in changes routine tests like CBCD and CRP can be a useful complement to clinical status when deciding to discharge patients from ICU. METHODS: This retrospective study was conducted in Rafic Hariri University Hospital. Levels of biomarkers measured at admission (T1) and within 3 days of outcome (T2) were collected and ratios (T2/T1) were calculated. The Odds Ratios of association between the changes in these biomarkers and outcome were estimated. Multivariate analysis and AUC for the performance of these biomarkers were also conducted. RESULTS: We found on multivariate analysis that reduction in counts of lymphocyte and platelets and elevation in counts of neutrophils and level of CRP (T2/T1 ratio > 1) are strongly associated with mortality with respective ORs estimated at 6.74, 3.26, 5.65 and 4.34 [p-values < 0.001]. AUCs were found to lie in a range of 0.68 to 0.81 indicating fair to good performance. Other factors found to impact survival were AKI, AF and ACS [p-values < 0.01]. In contrast to other studies, risk factors didn’t show an association with survival when adjusted for effects of complications and changes in biomarker levels. CONCLUSIONS: Our results confirm that inexpensive tests like lymphocyte count and CRP can be reliably used to follow COVID-19 patients in ICU and to support the decision to discharge patients. |
format | Online Article Text |
id | pubmed-9278762 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-92787622022-07-14 Utility of hematological and inflammatory biomarkers in predicting recovery in critical Covid-19 patients: Our experience in the largest Covid-19 treating center in Lebanon Salame, Hassan Nawfal, Rashad Kassem, Jad Mckey, Remy Kassem, Ali AlKhalil, Nayef Saleh, Mohamad Abdel Sater, Ali H. Ibrahim, Ali Abou-Abbas, Linda Eldbouni, Oussaima Khatoun, Hoda Matar, Bassam PLoS One Research Article BACKGROUND: COVID-19 pandemic has led to a catastrophic shortage of ICU beds. This has resulted in the need to identify patients that can be discharged early before full clinical recovery. We designed this study to determine if in changes routine tests like CBCD and CRP can be a useful complement to clinical status when deciding to discharge patients from ICU. METHODS: This retrospective study was conducted in Rafic Hariri University Hospital. Levels of biomarkers measured at admission (T1) and within 3 days of outcome (T2) were collected and ratios (T2/T1) were calculated. The Odds Ratios of association between the changes in these biomarkers and outcome were estimated. Multivariate analysis and AUC for the performance of these biomarkers were also conducted. RESULTS: We found on multivariate analysis that reduction in counts of lymphocyte and platelets and elevation in counts of neutrophils and level of CRP (T2/T1 ratio > 1) are strongly associated with mortality with respective ORs estimated at 6.74, 3.26, 5.65 and 4.34 [p-values < 0.001]. AUCs were found to lie in a range of 0.68 to 0.81 indicating fair to good performance. Other factors found to impact survival were AKI, AF and ACS [p-values < 0.01]. In contrast to other studies, risk factors didn’t show an association with survival when adjusted for effects of complications and changes in biomarker levels. CONCLUSIONS: Our results confirm that inexpensive tests like lymphocyte count and CRP can be reliably used to follow COVID-19 patients in ICU and to support the decision to discharge patients. Public Library of Science 2022-07-13 /pmc/articles/PMC9278762/ /pubmed/35830459 http://dx.doi.org/10.1371/journal.pone.0271393 Text en © 2022 Salame 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 Salame, Hassan Nawfal, Rashad Kassem, Jad Mckey, Remy Kassem, Ali AlKhalil, Nayef Saleh, Mohamad Abdel Sater, Ali H. Ibrahim, Ali Abou-Abbas, Linda Eldbouni, Oussaima Khatoun, Hoda Matar, Bassam Utility of hematological and inflammatory biomarkers in predicting recovery in critical Covid-19 patients: Our experience in the largest Covid-19 treating center in Lebanon |
title | Utility of hematological and inflammatory biomarkers in predicting recovery in critical Covid-19 patients: Our experience in the largest Covid-19 treating center in Lebanon |
title_full | Utility of hematological and inflammatory biomarkers in predicting recovery in critical Covid-19 patients: Our experience in the largest Covid-19 treating center in Lebanon |
title_fullStr | Utility of hematological and inflammatory biomarkers in predicting recovery in critical Covid-19 patients: Our experience in the largest Covid-19 treating center in Lebanon |
title_full_unstemmed | Utility of hematological and inflammatory biomarkers in predicting recovery in critical Covid-19 patients: Our experience in the largest Covid-19 treating center in Lebanon |
title_short | Utility of hematological and inflammatory biomarkers in predicting recovery in critical Covid-19 patients: Our experience in the largest Covid-19 treating center in Lebanon |
title_sort | utility of hematological and inflammatory biomarkers in predicting recovery in critical covid-19 patients: our experience in the largest covid-19 treating center in lebanon |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9278762/ https://www.ncbi.nlm.nih.gov/pubmed/35830459 http://dx.doi.org/10.1371/journal.pone.0271393 |
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