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Association and predictive value of biomarkers with severe outcomes in hospitalized patients with SARS-CoV-2 infection
This study analyzed the levels at admission of biomarkers for their association with and ability to predict risk of severe outcomes, including admission to the ICU, need for invasive mechanical ventilation (IMV), need for vasopressor use (VU), and in-hospital mortality (IHM) in 700 patients hospital...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570937/ https://www.ncbi.nlm.nih.gov/pubmed/34773859 http://dx.doi.org/10.1016/j.cyto.2021.155755 |
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author | Fernandez-Botran, Rafael Furmanek, Stephen Ambadapoodi, Raghava Sekhar Expósito González, Evelyn Cahill, Meredith Carrico, Ruth Akca, Ozan Ramírez, Julio A. |
author_facet | Fernandez-Botran, Rafael Furmanek, Stephen Ambadapoodi, Raghava Sekhar Expósito González, Evelyn Cahill, Meredith Carrico, Ruth Akca, Ozan Ramírez, Julio A. |
author_sort | Fernandez-Botran, Rafael |
collection | PubMed |
description | This study analyzed the levels at admission of biomarkers for their association with and ability to predict risk of severe outcomes, including admission to the ICU, need for invasive mechanical ventilation (IMV), need for vasopressor use (VU), and in-hospital mortality (IHM) in 700 patients hospitalized with COVID-19. Biomarker data split by outcomes was compared using Mann-Whitney U tests; frequencies of biomarker values were compared using Chi-square tests and multivariable logistic regression analysis was performed to look at the impact of biomarkers by outcome. Patients that suffered IHM were more likely to have reduced platelet numbers and high blood urea nitrogen (BUN) levels among patients admitted to the ICU. Risk factors for mortality were related to hyper-coagulability (low platelet count and increased D-dimer) and decreased respiratory (PaO(2)/FiO(2) ratio) and kidney function (BUN). Association with risks of other severe outcomes were as follows: ICU with hyper-inflammation (IL-6) and decreased respiratory function; IMV with low platelet count, abnormal neutrophil–lymphocyte ratio with reduced respiratory function, VU with inflammatory markers (IL-6), and low platelet count with respiratory function. Our studies confirmed the association of biomarkers of hematological, inflammatory, coagulation, pulmonary and kidney functions with disease severity. Whether these biomarkers have any mechanistic or causal role in the disease progress requires further investigation. |
format | Online Article Text |
id | pubmed-8570937 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85709372021-11-08 Association and predictive value of biomarkers with severe outcomes in hospitalized patients with SARS-CoV-2 infection Fernandez-Botran, Rafael Furmanek, Stephen Ambadapoodi, Raghava Sekhar Expósito González, Evelyn Cahill, Meredith Carrico, Ruth Akca, Ozan Ramírez, Julio A. Cytokine Article This study analyzed the levels at admission of biomarkers for their association with and ability to predict risk of severe outcomes, including admission to the ICU, need for invasive mechanical ventilation (IMV), need for vasopressor use (VU), and in-hospital mortality (IHM) in 700 patients hospitalized with COVID-19. Biomarker data split by outcomes was compared using Mann-Whitney U tests; frequencies of biomarker values were compared using Chi-square tests and multivariable logistic regression analysis was performed to look at the impact of biomarkers by outcome. Patients that suffered IHM were more likely to have reduced platelet numbers and high blood urea nitrogen (BUN) levels among patients admitted to the ICU. Risk factors for mortality were related to hyper-coagulability (low platelet count and increased D-dimer) and decreased respiratory (PaO(2)/FiO(2) ratio) and kidney function (BUN). Association with risks of other severe outcomes were as follows: ICU with hyper-inflammation (IL-6) and decreased respiratory function; IMV with low platelet count, abnormal neutrophil–lymphocyte ratio with reduced respiratory function, VU with inflammatory markers (IL-6), and low platelet count with respiratory function. Our studies confirmed the association of biomarkers of hematological, inflammatory, coagulation, pulmonary and kidney functions with disease severity. Whether these biomarkers have any mechanistic or causal role in the disease progress requires further investigation. Elsevier Ltd. 2022-01 2021-11-06 /pmc/articles/PMC8570937/ /pubmed/34773859 http://dx.doi.org/10.1016/j.cyto.2021.155755 Text en © 2021 Elsevier Ltd. All rights reserved. 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 Fernandez-Botran, Rafael Furmanek, Stephen Ambadapoodi, Raghava Sekhar Expósito González, Evelyn Cahill, Meredith Carrico, Ruth Akca, Ozan Ramírez, Julio A. Association and predictive value of biomarkers with severe outcomes in hospitalized patients with SARS-CoV-2 infection |
title | Association and predictive value of biomarkers with severe outcomes in hospitalized patients with SARS-CoV-2 infection |
title_full | Association and predictive value of biomarkers with severe outcomes in hospitalized patients with SARS-CoV-2 infection |
title_fullStr | Association and predictive value of biomarkers with severe outcomes in hospitalized patients with SARS-CoV-2 infection |
title_full_unstemmed | Association and predictive value of biomarkers with severe outcomes in hospitalized patients with SARS-CoV-2 infection |
title_short | Association and predictive value of biomarkers with severe outcomes in hospitalized patients with SARS-CoV-2 infection |
title_sort | association and predictive value of biomarkers with severe outcomes in hospitalized patients with sars-cov-2 infection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570937/ https://www.ncbi.nlm.nih.gov/pubmed/34773859 http://dx.doi.org/10.1016/j.cyto.2021.155755 |
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