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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...

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Autores principales: Fernandez-Botran, Rafael, Furmanek, Stephen, Ambadapoodi, Raghava Sekhar, Expósito González, Evelyn, Cahill, Meredith, Carrico, Ruth, Akca, Ozan, Ramírez, Julio A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
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.
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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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