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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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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. |
format | Online Article Text |
id | pubmed-8241522 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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