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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Main Authors: Víctor O. Costa, Eveline M. Nicolini, Bruna M. A. da Costa, Fabrício M. Teixeira, Júlia P. Ferreira, Marcos A. Moura, Jorge Montessi, Rogério L. Campos, Andrea N. Guaraldo, Patrícia M. Costa
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Advances in Virology
Online Access:http://dx.doi.org/10.1155/2021/6689669
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spelling doaj-6ba767f247cf46309ce0d6e4dee30d212021-07-12T02:12:46ZengHindawi LimitedAdvances in Virology1687-86472021-01-01202110.1155/2021/6689669Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19Víctor O. Costa0Eveline M. Nicolini1Bruna M. A. da Costa2Fabrício M. Teixeira3Júlia P. Ferreira4Marcos A. Moura5Jorge Montessi6Rogério L. Campos7Andrea N. Guaraldo8Patrícia M. Costa9MedicineThoracic SurgeryNursingMedicineMedicineInfectologyThoracic SurgeryPsychiatrist and EmergencyIntensive TherapyIntensive Therapy and Dermatology Hospital Monte SinaiThis 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.http://dx.doi.org/10.1155/2021/6689669
collection DOAJ
language English
format Article
sources DOAJ
author Víctor O. Costa
Eveline M. Nicolini
Bruna M. A. da Costa
Fabrício M. Teixeira
Júlia P. Ferreira
Marcos A. Moura
Jorge Montessi
Rogério L. Campos
Andrea N. Guaraldo
Patrícia M. Costa
spellingShingle Víctor O. Costa
Eveline M. Nicolini
Bruna M. A. da Costa
Fabrício M. Teixeira
Júlia P. Ferreira
Marcos A. Moura
Jorge Montessi
Rogério L. Campos
Andrea N. Guaraldo
Patrícia M. Costa
Evaluation of the Risk of Clinical Deterioration among Inpatients with COVID-19
Advances in Virology
author_facet Víctor O. Costa
Eveline M. Nicolini
Bruna M. A. da Costa
Fabrício M. Teixeira
Júlia P. Ferreira
Marcos A. Moura
Jorge Montessi
Rogério L. Campos
Andrea N. Guaraldo
Patrícia M. Costa
author_sort Víctor O. Costa
title 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_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_sort evaluation of the risk of clinical deterioration among inpatients with covid-19
publisher Hindawi Limited
series Advances in Virology
issn 1687-8647
publishDate 2021-01-01
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.
url http://dx.doi.org/10.1155/2021/6689669
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