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The prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the Almelo Hip Fracture Score 90 (AHFS(90))

SUMMARY: The AHFS(90) was developed for the prediction of early mortality in patients ≥ 90 years undergoing hip fracture surgery. The AHFS(90) has a good accuracy and in most risk categories a good calibration. In our study population, the AHFS(90) yielded a maximum prediction of early mortality of...

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Autores principales: Nijmeijer, W. S., Voorthuis, B. J., Groothuis-Oudshoorn, C. G. M., Würdemann, F. S., van der Velde, D., Vollenbroek-Hutten, M. M. R., Hegeman, J. H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104941/
https://www.ncbi.nlm.nih.gov/pubmed/36856794
http://dx.doi.org/10.1007/s00198-023-06696-9
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author Nijmeijer, W. S.
Voorthuis, B. J.
Groothuis-Oudshoorn, C. G. M.
Würdemann, F. S.
van der Velde, D.
Vollenbroek-Hutten, M. M. R.
Hegeman, J. H.
author_facet Nijmeijer, W. S.
Voorthuis, B. J.
Groothuis-Oudshoorn, C. G. M.
Würdemann, F. S.
van der Velde, D.
Vollenbroek-Hutten, M. M. R.
Hegeman, J. H.
author_sort Nijmeijer, W. S.
collection PubMed
description SUMMARY: The AHFS(90) was developed for the prediction of early mortality in patients ≥ 90 years undergoing hip fracture surgery. The AHFS(90) has a good accuracy and in most risk categories a good calibration. In our study population, the AHFS(90) yielded a maximum prediction of early mortality of 64.5%. PURPOSE: Identifying hip fracture patients with a high risk of early mortality after surgery could help make treatment decisions and information about the prognosis. This study aims to develop and validate a risk score for predicting early mortality in patients ≥ 90 years undergoing hip fracture surgery (AHFS(90)). METHODS: Patients ≥ 90 years, surgically treated for a hip fracture, were included. A selection of possible predictors for mortality was made. Missing data were subjected to multiple imputations using chained equations. Logistic regression was performed to develop the AHFS(90), which was internally and externally validated. Calibration was assessed using a calibration plot and comparing observed and predicted risks. RESULTS: One hundred and two of the 922 patients (11.1%) died ≤ 30 days following hip fracture surgery. The AHFS(90) includes age, gender, dementia, living in a nursing home, ASA score, and hemoglobin level as predictors for early mortality. The AHFS(90) had good accuracy (area under the curve 0.72 for geographic cross validation). Predicted risks correspond with observed risks of early mortality in four risk categories. In two risk categories, the AHFS(90) overestimates the risk. In one risk category, no mortality was observed; therefore, no analysis was possible. The AHFS(90) had a maximal prediction of early mortality of 64.5% in this study population. CONCLUSION: The AHFS(90) accurately predicts early mortality after hip fracture surgery in patients ≥ 90 years of age. Predicted risks correspond to observed risks in most risk categories. In our study population, the AHFS(90) yielded a maximum prediction of early mortality of 64.5%. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00198-023-06696-9.
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spelling pubmed-101049412023-04-16 The prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the Almelo Hip Fracture Score 90 (AHFS(90)) Nijmeijer, W. S. Voorthuis, B. J. Groothuis-Oudshoorn, C. G. M. Würdemann, F. S. van der Velde, D. Vollenbroek-Hutten, M. M. R. Hegeman, J. H. Osteoporos Int Original Article SUMMARY: The AHFS(90) was developed for the prediction of early mortality in patients ≥ 90 years undergoing hip fracture surgery. The AHFS(90) has a good accuracy and in most risk categories a good calibration. In our study population, the AHFS(90) yielded a maximum prediction of early mortality of 64.5%. PURPOSE: Identifying hip fracture patients with a high risk of early mortality after surgery could help make treatment decisions and information about the prognosis. This study aims to develop and validate a risk score for predicting early mortality in patients ≥ 90 years undergoing hip fracture surgery (AHFS(90)). METHODS: Patients ≥ 90 years, surgically treated for a hip fracture, were included. A selection of possible predictors for mortality was made. Missing data were subjected to multiple imputations using chained equations. Logistic regression was performed to develop the AHFS(90), which was internally and externally validated. Calibration was assessed using a calibration plot and comparing observed and predicted risks. RESULTS: One hundred and two of the 922 patients (11.1%) died ≤ 30 days following hip fracture surgery. The AHFS(90) includes age, gender, dementia, living in a nursing home, ASA score, and hemoglobin level as predictors for early mortality. The AHFS(90) had good accuracy (area under the curve 0.72 for geographic cross validation). Predicted risks correspond with observed risks of early mortality in four risk categories. In two risk categories, the AHFS(90) overestimates the risk. In one risk category, no mortality was observed; therefore, no analysis was possible. The AHFS(90) had a maximal prediction of early mortality of 64.5% in this study population. CONCLUSION: The AHFS(90) accurately predicts early mortality after hip fracture surgery in patients ≥ 90 years of age. Predicted risks correspond to observed risks in most risk categories. In our study population, the AHFS(90) yielded a maximum prediction of early mortality of 64.5%. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00198-023-06696-9. Springer London 2023-03-01 2023 /pmc/articles/PMC10104941/ /pubmed/36856794 http://dx.doi.org/10.1007/s00198-023-06696-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/Open AccessThis article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial 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-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Original Article
Nijmeijer, W. S.
Voorthuis, B. J.
Groothuis-Oudshoorn, C. G. M.
Würdemann, F. S.
van der Velde, D.
Vollenbroek-Hutten, M. M. R.
Hegeman, J. H.
The prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the Almelo Hip Fracture Score 90 (AHFS(90))
title The prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the Almelo Hip Fracture Score 90 (AHFS(90))
title_full The prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the Almelo Hip Fracture Score 90 (AHFS(90))
title_fullStr The prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the Almelo Hip Fracture Score 90 (AHFS(90))
title_full_unstemmed The prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the Almelo Hip Fracture Score 90 (AHFS(90))
title_short The prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the Almelo Hip Fracture Score 90 (AHFS(90))
title_sort prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the almelo hip fracture score 90 (ahfs(90))
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104941/
https://www.ncbi.nlm.nih.gov/pubmed/36856794
http://dx.doi.org/10.1007/s00198-023-06696-9
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