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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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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. |
format | Online Article Text |
id | pubmed-9532301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
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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