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Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19

This study aims to assess the risk of severe forms of COVID-19, based on clinical, laboratory, and imaging markers in patients initially admitted to the ward. This is a retrospective observational study, with data from electronic medical records of inpatients, with laboratory confirmation of COVID-1...

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Autores principales: Costa, Víctor O., Nicolini, Eveline M., da Costa, Bruna M. A., Teixeira, Fabrício M., Ferreira, Júlia P., Moura, Marcos A., Montessi, Jorge, Campos, Rogério L., Guaraldo, Andrea N., Costa, Patrícia M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8241522/
https://www.ncbi.nlm.nih.gov/pubmed/34257657
http://dx.doi.org/10.1155/2021/6689669
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author Costa, Víctor O.
Nicolini, Eveline M.
da Costa, Bruna M. A.
Teixeira, Fabrício M.
Ferreira, Júlia P.
Moura, Marcos A.
Montessi, Jorge
Campos, Rogério L.
Guaraldo, Andrea N.
Costa, Patrícia M.
author_facet Costa, Víctor O.
Nicolini, Eveline M.
da Costa, Bruna M. A.
Teixeira, Fabrício M.
Ferreira, Júlia P.
Moura, Marcos A.
Montessi, Jorge
Campos, Rogério L.
Guaraldo, Andrea N.
Costa, Patrícia M.
author_sort Costa, Víctor O.
collection PubMed
description This study aims to assess the risk of severe forms of COVID-19, based on clinical, laboratory, and imaging markers in patients initially admitted to the ward. This is a retrospective observational study, with data from electronic medical records of inpatients, with laboratory confirmation of COVID-19, between March and September 2020, in a hospital from Juiz de Fora-MG, Brazil. Participants (n = 74) were separated into two groups by clinical evolution: those who remained in the ward and those who progressed to the ICU. Mann–Whitney U test was taken for continuous variables and the chi-square test or Fisher's exact test for categorical variables. Comparing the proposed groups, lower values of lymphocytes (p = <0.001) and increases in serum creatinine (p = 0.009), LDH (p = 0.057), troponin (p = 0.018), IL-6 (p = 0.053), complement C4 (p = 0.040), and CRP (p = 0.053) showed significant differences or statistical tendency for clinical deterioration. The average age of the groups was 47.9 ± 16.5 and 66.5 ± 7.3 years (p = 0.001). Hypertension (p = 0.064), heart disease (p = 0.048), and COPD (p = 0.039) were more linked to ICU admission, as well as the presence of tachypnea on admission (p = 0.051). Ground-glass involvement >25% of the lung parenchyma or pleural effusion on chest CT showed association with evolution to ICU (p = 0.027), as well as bilateral opacifications (p = 0.030) when compared to unilateral ones. Laboratory, clinical, and imaging markers may have significant relation with worse outcomes and the need for intensive treatment, being helpful as predictive factors.
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spelling pubmed-82415222021-07-12 Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19 Costa, Víctor O. Nicolini, Eveline M. da Costa, Bruna M. A. Teixeira, Fabrício M. Ferreira, Júlia P. Moura, Marcos A. Montessi, Jorge Campos, Rogério L. Guaraldo, Andrea N. Costa, Patrícia M. Adv Virol Research Article This study aims to assess the risk of severe forms of COVID-19, based on clinical, laboratory, and imaging markers in patients initially admitted to the ward. This is a retrospective observational study, with data from electronic medical records of inpatients, with laboratory confirmation of COVID-19, between March and September 2020, in a hospital from Juiz de Fora-MG, Brazil. Participants (n = 74) were separated into two groups by clinical evolution: those who remained in the ward and those who progressed to the ICU. Mann–Whitney U test was taken for continuous variables and the chi-square test or Fisher's exact test for categorical variables. Comparing the proposed groups, lower values of lymphocytes (p = <0.001) and increases in serum creatinine (p = 0.009), LDH (p = 0.057), troponin (p = 0.018), IL-6 (p = 0.053), complement C4 (p = 0.040), and CRP (p = 0.053) showed significant differences or statistical tendency for clinical deterioration. The average age of the groups was 47.9 ± 16.5 and 66.5 ± 7.3 years (p = 0.001). Hypertension (p = 0.064), heart disease (p = 0.048), and COPD (p = 0.039) were more linked to ICU admission, as well as the presence of tachypnea on admission (p = 0.051). Ground-glass involvement >25% of the lung parenchyma or pleural effusion on chest CT showed association with evolution to ICU (p = 0.027), as well as bilateral opacifications (p = 0.030) when compared to unilateral ones. Laboratory, clinical, and imaging markers may have significant relation with worse outcomes and the need for intensive treatment, being helpful as predictive factors. Hindawi 2021-06-25 /pmc/articles/PMC8241522/ /pubmed/34257657 http://dx.doi.org/10.1155/2021/6689669 Text en Copyright © 2021 Víctor O. Costa et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Costa, Víctor O.
Nicolini, Eveline M.
da Costa, Bruna M. A.
Teixeira, Fabrício M.
Ferreira, Júlia P.
Moura, Marcos A.
Montessi, Jorge
Campos, Rogério L.
Guaraldo, Andrea N.
Costa, Patrícia M.
Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19
title Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19
title_full Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19
title_fullStr Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19
title_full_unstemmed Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19
title_short Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19
title_sort evaluation of the risk of clinical deterioration among inpatients with covid-19
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8241522/
https://www.ncbi.nlm.nih.gov/pubmed/34257657
http://dx.doi.org/10.1155/2021/6689669
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