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Dementia is a surrogate for frailty in hip fracture mortality prediction

PURPOSE: Among hip fracture patients both dementia and frailty are particularly prevalent. The aim of the current study was to determine if dementia functions as a surrogate for frailty, or if it confers additional information as a comorbidity when predicting postoperative mortality after a hip frac...

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Autores principales: Forssten, Maximilian Peter, Ioannidis, Ioannis, Mohammad Ismail, Ahmad, Bass, Gary Alan, Borg, Tomas, Cao, Yang, Mohseni, Shahin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532301/
https://www.ncbi.nlm.nih.gov/pubmed/35355091
http://dx.doi.org/10.1007/s00068-022-01960-9
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author Forssten, Maximilian Peter
Ioannidis, Ioannis
Mohammad Ismail, Ahmad
Bass, Gary Alan
Borg, Tomas
Cao, Yang
Mohseni, Shahin
author_facet Forssten, Maximilian Peter
Ioannidis, Ioannis
Mohammad Ismail, Ahmad
Bass, Gary Alan
Borg, Tomas
Cao, Yang
Mohseni, Shahin
author_sort Forssten, Maximilian Peter
collection PubMed
description PURPOSE: Among hip fracture patients both dementia and frailty are particularly prevalent. The aim of the current study was to determine if dementia functions as a surrogate for frailty, or if it confers additional information as a comorbidity when predicting postoperative mortality after a hip fracture. METHODS: All adult patients who suffered a traumatic hip fracture in Sweden between January 1, 2008 and December 31, 2017 were considered for inclusion. Pathological fractures, non-operatively treated fractures, reoperations, and patients missing data were excluded. Logistic regression (LR) models were fitted, one including and one excluding measurements of frailty, with postoperative mortality as the response variable. The primary outcome of interest was 30-day postoperative mortality. The relative importance for all variables was determined using the permutation importance. New LR models were constructed using the top ten most important variables. The area under the receiver-operating characteristic curve (AUC) was used to compare the predictive ability of these models. RESULTS: 121,305 patients were included in the study. Initially, dementia was among the top ten most important variables for predicting 30-day mortality. When measurements of frailty were included, dementia was replaced in relative importance by the ability to walk alone outdoors and institutionalization. There was no significant difference in the predictive ability of the models fitted using the top ten most important variables when comparing those that included [AUC for 30-day mortality (95% CI): 0.82 (0.81–0.82)] and excluded [AUC for 30-day mortality (95% CI): 0.81 (0.80–0.81)] measurements of frailty. CONCLUSION: Dementia functions as a surrogate for frailty when predicting mortality up to one year after hip fracture surgery. The presence of dementia in a patient without frailty does not appreciably contribute to the prediction of postoperative mortality. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00068-022-01960-9.
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spelling pubmed-95323012022-10-06 Dementia is a surrogate for frailty in hip fracture mortality prediction Forssten, Maximilian Peter Ioannidis, Ioannis Mohammad Ismail, Ahmad Bass, Gary Alan Borg, Tomas Cao, Yang Mohseni, Shahin Eur J Trauma Emerg Surg Original Article PURPOSE: Among hip fracture patients both dementia and frailty are particularly prevalent. The aim of the current study was to determine if dementia functions as a surrogate for frailty, or if it confers additional information as a comorbidity when predicting postoperative mortality after a hip fracture. METHODS: All adult patients who suffered a traumatic hip fracture in Sweden between January 1, 2008 and December 31, 2017 were considered for inclusion. Pathological fractures, non-operatively treated fractures, reoperations, and patients missing data were excluded. Logistic regression (LR) models were fitted, one including and one excluding measurements of frailty, with postoperative mortality as the response variable. The primary outcome of interest was 30-day postoperative mortality. The relative importance for all variables was determined using the permutation importance. New LR models were constructed using the top ten most important variables. The area under the receiver-operating characteristic curve (AUC) was used to compare the predictive ability of these models. RESULTS: 121,305 patients were included in the study. Initially, dementia was among the top ten most important variables for predicting 30-day mortality. When measurements of frailty were included, dementia was replaced in relative importance by the ability to walk alone outdoors and institutionalization. There was no significant difference in the predictive ability of the models fitted using the top ten most important variables when comparing those that included [AUC for 30-day mortality (95% CI): 0.82 (0.81–0.82)] and excluded [AUC for 30-day mortality (95% CI): 0.81 (0.80–0.81)] measurements of frailty. CONCLUSION: Dementia functions as a surrogate for frailty when predicting mortality up to one year after hip fracture surgery. The presence of dementia in a patient without frailty does not appreciably contribute to the prediction of postoperative mortality. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00068-022-01960-9. Springer Berlin Heidelberg 2022-03-30 2022 /pmc/articles/PMC9532301/ /pubmed/35355091 http://dx.doi.org/10.1007/s00068-022-01960-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Original Article
Forssten, Maximilian Peter
Ioannidis, Ioannis
Mohammad Ismail, Ahmad
Bass, Gary Alan
Borg, Tomas
Cao, Yang
Mohseni, Shahin
Dementia is a surrogate for frailty in hip fracture mortality prediction
title Dementia is a surrogate for frailty in hip fracture mortality prediction
title_full Dementia is a surrogate for frailty in hip fracture mortality prediction
title_fullStr Dementia is a surrogate for frailty in hip fracture mortality prediction
title_full_unstemmed Dementia is a surrogate for frailty in hip fracture mortality prediction
title_short Dementia is a surrogate for frailty in hip fracture mortality prediction
title_sort dementia is a surrogate for frailty in hip fracture mortality prediction
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532301/
https://www.ncbi.nlm.nih.gov/pubmed/35355091
http://dx.doi.org/10.1007/s00068-022-01960-9
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