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Predicting Mortality Risk in Older Hospitalized Persons With COVID-19: A Comparison of the COVID-19 Mortality Risk Score with Frailty and Disability

OBJECTIVES: To assess the association of pre-morbid functional status [Barthel Index (BI)] and frailty [modified Frailty Index (mFI)] with in-hospital mortality and a risk scoring system developed for COVID-19 in patients ≥75 years diagnosed with COVID-19. DESIGN: Retrospective bicentric observation...

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Autores principales: Fumagalli, Carlo, Ungar, Andrea, Rozzini, Renzo, Vannini, Matteo, Coccia, Flaminia, Cesaroni, Giulia, Mazzeo, Francesca, D'Ettore, Nicoletta, Zocchi, Chiara, Tassetti, Luigi, Bartoloni, Alessandro, Lavorini, Federico, Marcucci, Rossella, Olivotto, Iacopo, Rasero, Laura, Fattirolli, Francesco, Fumagalli, Stefano, Marchionni, Niccolò
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AMDA - The Society for Post-Acute and Long-Term Care Medicine. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8249822/
https://www.ncbi.nlm.nih.gov/pubmed/34334160
http://dx.doi.org/10.1016/j.jamda.2021.05.028
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author Fumagalli, Carlo
Ungar, Andrea
Rozzini, Renzo
Vannini, Matteo
Coccia, Flaminia
Cesaroni, Giulia
Mazzeo, Francesca
D'Ettore, Nicoletta
Zocchi, Chiara
Tassetti, Luigi
Bartoloni, Alessandro
Lavorini, Federico
Marcucci, Rossella
Olivotto, Iacopo
Rasero, Laura
Fattirolli, Francesco
Fumagalli, Stefano
Marchionni, Niccolò
author_facet Fumagalli, Carlo
Ungar, Andrea
Rozzini, Renzo
Vannini, Matteo
Coccia, Flaminia
Cesaroni, Giulia
Mazzeo, Francesca
D'Ettore, Nicoletta
Zocchi, Chiara
Tassetti, Luigi
Bartoloni, Alessandro
Lavorini, Federico
Marcucci, Rossella
Olivotto, Iacopo
Rasero, Laura
Fattirolli, Francesco
Fumagalli, Stefano
Marchionni, Niccolò
author_sort Fumagalli, Carlo
collection PubMed
description OBJECTIVES: To assess the association of pre-morbid functional status [Barthel Index (BI)] and frailty [modified Frailty Index (mFI)] with in-hospital mortality and a risk scoring system developed for COVID-19 in patients ≥75 years diagnosed with COVID-19. DESIGN: Retrospective bicentric observational study. SETTING AND PARTICIPANTS: Data on consecutive patients aged ≥75 years admitted with COVID-19 at 2 Italian tertiary care centers were collected from February 22 to May 30, 2020. METHODS: Overall, 221 consecutive patients with COVID-19 aged ≥75 years were admitted to 2 hospitals in the study period and were included in the analysis. Clinical, functional (BI), frailty (mFI), laboratory, and imaging data were collected. Mortality risk on admission was assessed with the COVID-19 Mortality Risk Score (COVID-19 MRS), a dedicated score developed for hospital triage. RESULTS: Ninety-seven (43.9%) patients died. BI, frailty, age, dementia, respiratory rate, Pao(2)/Fio(2) ratio, creatinine, and platelet count were associated with mortality. Analysis of the area under the receiver operating characteristic (AUC) indicated that the predictivity of age was modest and the combination of BI, mFI, and COVID-19 MRS yielded the highest prediction accuracy (AUC(COVID-19MRS+BI+mFI) vs AUC(Age): 0.87 vs 0.59; difference: +0.28, lower bound–upper bound: 0.17-0.34, P < .001). CONCLUSIONS AND IMPLICATIONS: Premorbid BI and mFI are associated with mortality and improved the accuracy of the COVID-19 MRS. Functional status may prove useful to guide clinical management of older individuals.
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spelling pubmed-82498222021-07-02 Predicting Mortality Risk in Older Hospitalized Persons With COVID-19: A Comparison of the COVID-19 Mortality Risk Score with Frailty and Disability Fumagalli, Carlo Ungar, Andrea Rozzini, Renzo Vannini, Matteo Coccia, Flaminia Cesaroni, Giulia Mazzeo, Francesca D'Ettore, Nicoletta Zocchi, Chiara Tassetti, Luigi Bartoloni, Alessandro Lavorini, Federico Marcucci, Rossella Olivotto, Iacopo Rasero, Laura Fattirolli, Francesco Fumagalli, Stefano Marchionni, Niccolò J Am Med Dir Assoc Original Study - Brief Report OBJECTIVES: To assess the association of pre-morbid functional status [Barthel Index (BI)] and frailty [modified Frailty Index (mFI)] with in-hospital mortality and a risk scoring system developed for COVID-19 in patients ≥75 years diagnosed with COVID-19. DESIGN: Retrospective bicentric observational study. SETTING AND PARTICIPANTS: Data on consecutive patients aged ≥75 years admitted with COVID-19 at 2 Italian tertiary care centers were collected from February 22 to May 30, 2020. METHODS: Overall, 221 consecutive patients with COVID-19 aged ≥75 years were admitted to 2 hospitals in the study period and were included in the analysis. Clinical, functional (BI), frailty (mFI), laboratory, and imaging data were collected. Mortality risk on admission was assessed with the COVID-19 Mortality Risk Score (COVID-19 MRS), a dedicated score developed for hospital triage. RESULTS: Ninety-seven (43.9%) patients died. BI, frailty, age, dementia, respiratory rate, Pao(2)/Fio(2) ratio, creatinine, and platelet count were associated with mortality. Analysis of the area under the receiver operating characteristic (AUC) indicated that the predictivity of age was modest and the combination of BI, mFI, and COVID-19 MRS yielded the highest prediction accuracy (AUC(COVID-19MRS+BI+mFI) vs AUC(Age): 0.87 vs 0.59; difference: +0.28, lower bound–upper bound: 0.17-0.34, P < .001). CONCLUSIONS AND IMPLICATIONS: Premorbid BI and mFI are associated with mortality and improved the accuracy of the COVID-19 MRS. Functional status may prove useful to guide clinical management of older individuals. AMDA - The Society for Post-Acute and Long-Term Care Medicine. 2021-08 2021-07-02 /pmc/articles/PMC8249822/ /pubmed/34334160 http://dx.doi.org/10.1016/j.jamda.2021.05.028 Text en © 2021 AMDA - The Society for Post-Acute and Long-Term Care Medicine. 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 Original Study - Brief Report
Fumagalli, Carlo
Ungar, Andrea
Rozzini, Renzo
Vannini, Matteo
Coccia, Flaminia
Cesaroni, Giulia
Mazzeo, Francesca
D'Ettore, Nicoletta
Zocchi, Chiara
Tassetti, Luigi
Bartoloni, Alessandro
Lavorini, Federico
Marcucci, Rossella
Olivotto, Iacopo
Rasero, Laura
Fattirolli, Francesco
Fumagalli, Stefano
Marchionni, Niccolò
Predicting Mortality Risk in Older Hospitalized Persons With COVID-19: A Comparison of the COVID-19 Mortality Risk Score with Frailty and Disability
title Predicting Mortality Risk in Older Hospitalized Persons With COVID-19: A Comparison of the COVID-19 Mortality Risk Score with Frailty and Disability
title_full Predicting Mortality Risk in Older Hospitalized Persons With COVID-19: A Comparison of the COVID-19 Mortality Risk Score with Frailty and Disability
title_fullStr Predicting Mortality Risk in Older Hospitalized Persons With COVID-19: A Comparison of the COVID-19 Mortality Risk Score with Frailty and Disability
title_full_unstemmed Predicting Mortality Risk in Older Hospitalized Persons With COVID-19: A Comparison of the COVID-19 Mortality Risk Score with Frailty and Disability
title_short Predicting Mortality Risk in Older Hospitalized Persons With COVID-19: A Comparison of the COVID-19 Mortality Risk Score with Frailty and Disability
title_sort predicting mortality risk in older hospitalized persons with covid-19: a comparison of the covid-19 mortality risk score with frailty and disability
topic Original Study - Brief Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8249822/
https://www.ncbi.nlm.nih.gov/pubmed/34334160
http://dx.doi.org/10.1016/j.jamda.2021.05.028
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