Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783716979657408512 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8249822 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AMDA - The Society for Post-Acute and Long-Term Care Medicine. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT fumagallicarlo predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT ungarandrea predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT rozzinirenzo predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT vanninimatteo predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT cocciaflaminia predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT cesaronigiulia predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT mazzeofrancesca predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT dettorenicoletta predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT zocchichiara predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT tassettiluigi predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT bartolonialessandro predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT lavorinifederico predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT marcuccirossella predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT olivottoiacopo predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT raserolaura predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT fattirollifrancesco predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT fumagallistefano predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability AT marchionniniccolo predictingmortalityriskinolderhospitalizedpersonswithcovid19acomparisonofthecovid19mortalityriskscorewithfrailtyanddisability |