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External validation of the hospital frailty risk score among older adults receiving mechanical ventilation

To externally validate the Hospital Frailty Risk Score (HFRS) in critically ill patients. We selected older adult (≥ 75 years old) hospitalizations receiving mechanical ventilation, using the Nationwide Readmissions Database (January 1, 2016-November 30, 2018). Frailty risk was subcategorized into l...

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Autores principales: Sy, Eric, Kassir, Sandy, Mailman, Jonathan F., Sy, Sarah L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9418158/
https://www.ncbi.nlm.nih.gov/pubmed/36028750
http://dx.doi.org/10.1038/s41598-022-18970-7
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author Sy, Eric
Kassir, Sandy
Mailman, Jonathan F.
Sy, Sarah L.
author_facet Sy, Eric
Kassir, Sandy
Mailman, Jonathan F.
Sy, Sarah L.
author_sort Sy, Eric
collection PubMed
description To externally validate the Hospital Frailty Risk Score (HFRS) in critically ill patients. We selected older adult (≥ 75 years old) hospitalizations receiving mechanical ventilation, using the Nationwide Readmissions Database (January 1, 2016-November 30, 2018). Frailty risk was subcategorized into low-risk (HFRS score < 5), intermediate-risk (score 5–15), and high-risk (score > 15). We evaluated the HFRS to predict in-hospital mortality, prolonged hospitalization, and 30-day readmissions, using multivariable logistic regression, adjusting for patient and hospital characteristics. Model performance was assessed using the c-statistic, Brier score, and calibration plots. Among 649,330 weighted hospitalizations, 9.5%, 68.3%, and 22.2% were subcategorized as low-, intermediate-, and high-risk for frailty, respectively. After adjustment, high-risk patient hospitalizations were associated with increased risks of prolonged hospitalization (adjusted odds ratio [aOR] 5.59 [95% confidence interval [CI] 5.24–5.97], c-statistic 0.694, Brier 0.216) and 30-day readmissions (aOR 1.20 [95% CI 1.13–1.27], c-statistic 0.595, Brier 0.162), compared to low-risk hospitalizations. Conversely, high-risk hospitalizations were inversely associated with in-hospital mortality (aOR 0.46 [95% CI 0.45–0.48], c-statistic 0.712, Brier 0.214). The HFRS was not successfully validated to predict in-hospital mortality in critically ill older adults. While it may predict other outcomes, its use should be avoided in the critically ill.
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spelling pubmed-94181582022-08-28 External validation of the hospital frailty risk score among older adults receiving mechanical ventilation Sy, Eric Kassir, Sandy Mailman, Jonathan F. Sy, Sarah L. Sci Rep Article To externally validate the Hospital Frailty Risk Score (HFRS) in critically ill patients. We selected older adult (≥ 75 years old) hospitalizations receiving mechanical ventilation, using the Nationwide Readmissions Database (January 1, 2016-November 30, 2018). Frailty risk was subcategorized into low-risk (HFRS score < 5), intermediate-risk (score 5–15), and high-risk (score > 15). We evaluated the HFRS to predict in-hospital mortality, prolonged hospitalization, and 30-day readmissions, using multivariable logistic regression, adjusting for patient and hospital characteristics. Model performance was assessed using the c-statistic, Brier score, and calibration plots. Among 649,330 weighted hospitalizations, 9.5%, 68.3%, and 22.2% were subcategorized as low-, intermediate-, and high-risk for frailty, respectively. After adjustment, high-risk patient hospitalizations were associated with increased risks of prolonged hospitalization (adjusted odds ratio [aOR] 5.59 [95% confidence interval [CI] 5.24–5.97], c-statistic 0.694, Brier 0.216) and 30-day readmissions (aOR 1.20 [95% CI 1.13–1.27], c-statistic 0.595, Brier 0.162), compared to low-risk hospitalizations. Conversely, high-risk hospitalizations were inversely associated with in-hospital mortality (aOR 0.46 [95% CI 0.45–0.48], c-statistic 0.712, Brier 0.214). The HFRS was not successfully validated to predict in-hospital mortality in critically ill older adults. While it may predict other outcomes, its use should be avoided in the critically ill. Nature Publishing Group UK 2022-08-26 /pmc/articles/PMC9418158/ /pubmed/36028750 http://dx.doi.org/10.1038/s41598-022-18970-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Sy, Eric
Kassir, Sandy
Mailman, Jonathan F.
Sy, Sarah L.
External validation of the hospital frailty risk score among older adults receiving mechanical ventilation
title External validation of the hospital frailty risk score among older adults receiving mechanical ventilation
title_full External validation of the hospital frailty risk score among older adults receiving mechanical ventilation
title_fullStr External validation of the hospital frailty risk score among older adults receiving mechanical ventilation
title_full_unstemmed External validation of the hospital frailty risk score among older adults receiving mechanical ventilation
title_short External validation of the hospital frailty risk score among older adults receiving mechanical ventilation
title_sort external validation of the hospital frailty risk score among older adults receiving mechanical ventilation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9418158/
https://www.ncbi.nlm.nih.gov/pubmed/36028750
http://dx.doi.org/10.1038/s41598-022-18970-7
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