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Can we predict postoperative complications in elderly Chinese patients with hip fractures using the surgical risk calculator?

PURPOSE: Hip fractures are associated with poor prognosis in elderly patients partly due to the high rate of postoperative complications. This study was aimed to investigate whether the surgical risk calculator is suitable for predicting postoperative complications in elderly Chinese patients with h...

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Autores principales: Wang, Xiao, Zhao, Bin Jiang, Su, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5626238/
https://www.ncbi.nlm.nih.gov/pubmed/29026289
http://dx.doi.org/10.2147/CIA.S142748
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author Wang, Xiao
Zhao, Bin Jiang
Su, Yue
author_facet Wang, Xiao
Zhao, Bin Jiang
Su, Yue
author_sort Wang, Xiao
collection PubMed
description PURPOSE: Hip fractures are associated with poor prognosis in elderly patients partly due to the high rate of postoperative complications. This study was aimed to investigate whether the surgical risk calculator is suitable for predicting postoperative complications in elderly Chinese patients with hip fractures. METHODS: The incidence of postoperative complications among 410 elderly patients with hip fractures was predicted by the surgical risk calculator and then compared with the actual value. The risk calculator model was evaluated using the following three metrics: Hosmer–Lemeshow test for the goodness-of-fit of the model, receiver operating characteristic curve (ROC) (also referred as C-statistic) for the predictive specificity and sensitivity, and the Brier’s score test for predictive accuracy. RESULTS: Preoperative risk factors including gender, age, preoperative functional status, American Society of Anesthesiologists grade, hypertension, dyspnea, dialysis, previous cardio-vascular history, and cerebrovascular disease were positively correlated with the incidence of postoperative complications in elderly patients with hip fractures. The predicted complication incidence rate was well matched with the actual complication rate by Hosmer–Lemeshow test. The model had high sensitivity and specificity for predicting the mortality rate of these patients with a C-statistic index of 0.931 (95% CI [0.883, 0.980]). The surgical calculator model had an accuracy of 90% for predicting the reoperation rate (Brier’s score <0.01). CONCLUSIONS: The surgical risk calculator could be useful for predicting mortality and reoperation in elderly patients with hip fracture. Patients and surgeons may use this simple calculator to better manage the preoperative risks.
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spelling pubmed-56262382017-10-12 Can we predict postoperative complications in elderly Chinese patients with hip fractures using the surgical risk calculator? Wang, Xiao Zhao, Bin Jiang Su, Yue Clin Interv Aging Original Research PURPOSE: Hip fractures are associated with poor prognosis in elderly patients partly due to the high rate of postoperative complications. This study was aimed to investigate whether the surgical risk calculator is suitable for predicting postoperative complications in elderly Chinese patients with hip fractures. METHODS: The incidence of postoperative complications among 410 elderly patients with hip fractures was predicted by the surgical risk calculator and then compared with the actual value. The risk calculator model was evaluated using the following three metrics: Hosmer–Lemeshow test for the goodness-of-fit of the model, receiver operating characteristic curve (ROC) (also referred as C-statistic) for the predictive specificity and sensitivity, and the Brier’s score test for predictive accuracy. RESULTS: Preoperative risk factors including gender, age, preoperative functional status, American Society of Anesthesiologists grade, hypertension, dyspnea, dialysis, previous cardio-vascular history, and cerebrovascular disease were positively correlated with the incidence of postoperative complications in elderly patients with hip fractures. The predicted complication incidence rate was well matched with the actual complication rate by Hosmer–Lemeshow test. The model had high sensitivity and specificity for predicting the mortality rate of these patients with a C-statistic index of 0.931 (95% CI [0.883, 0.980]). The surgical calculator model had an accuracy of 90% for predicting the reoperation rate (Brier’s score <0.01). CONCLUSIONS: The surgical risk calculator could be useful for predicting mortality and reoperation in elderly patients with hip fracture. Patients and surgeons may use this simple calculator to better manage the preoperative risks. Dove Medical Press 2017-09-22 /pmc/articles/PMC5626238/ /pubmed/29026289 http://dx.doi.org/10.2147/CIA.S142748 Text en © 2017 Wang et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed.
spellingShingle Original Research
Wang, Xiao
Zhao, Bin Jiang
Su, Yue
Can we predict postoperative complications in elderly Chinese patients with hip fractures using the surgical risk calculator?
title Can we predict postoperative complications in elderly Chinese patients with hip fractures using the surgical risk calculator?
title_full Can we predict postoperative complications in elderly Chinese patients with hip fractures using the surgical risk calculator?
title_fullStr Can we predict postoperative complications in elderly Chinese patients with hip fractures using the surgical risk calculator?
title_full_unstemmed Can we predict postoperative complications in elderly Chinese patients with hip fractures using the surgical risk calculator?
title_short Can we predict postoperative complications in elderly Chinese patients with hip fractures using the surgical risk calculator?
title_sort can we predict postoperative complications in elderly chinese patients with hip fractures using the surgical risk calculator?
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5626238/
https://www.ncbi.nlm.nih.gov/pubmed/29026289
http://dx.doi.org/10.2147/CIA.S142748
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