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Development and validation of the modified index of fragility in head and neck cancer surgery

BACKGROUND: This study aims to develop and validate, a clinically useful modified index of fragility (mIFG) to identify patients at risk of fragility and to predict postoperative adverse events. METHOD: An observational study was performed using the American College of Surgeons National Surgical Qua...

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Autores principales: Semsar-Kazerooni, Koorosh, Richardson, Keith, Forest, Véronique-Isabelle, Mlynarek, Alex, Hier, Michael P., Sadeghi, Nader, Mascarella, Marco. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878788/
https://www.ncbi.nlm.nih.gov/pubmed/36703217
http://dx.doi.org/10.1186/s40463-022-00607-4
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author Semsar-Kazerooni, Koorosh
Richardson, Keith
Forest, Véronique-Isabelle
Mlynarek, Alex
Hier, Michael P.
Sadeghi, Nader
Mascarella, Marco. A.
author_facet Semsar-Kazerooni, Koorosh
Richardson, Keith
Forest, Véronique-Isabelle
Mlynarek, Alex
Hier, Michael P.
Sadeghi, Nader
Mascarella, Marco. A.
author_sort Semsar-Kazerooni, Koorosh
collection PubMed
description BACKGROUND: This study aims to develop and validate, a clinically useful modified index of fragility (mIFG) to identify patients at risk of fragility and to predict postoperative adverse events. METHOD: An observational study was performed using the American College of Surgeons National Surgical Quality Improvement Program database, from 2006 to 2018. All patients undergoing nonemergency head and neck cancer surgery were included. A seven-item index (mIFG) was developed using variables associated with frailty, cachexia, and sarcopenia, drawn from the literature (weight loss, low body mass index, dyspnea, diabetes, serum albumin, hematocrit, and creatinine). Multivariable logistic regression was used to model the association between mIFG, postoperative adverse events and death. A validation cohort was then used to ascertain the diagnostic accuracy of the mIFG. RESULTS: A total of 23,438 cases were included (16,407 in the derivation group and 7031 in the validation group). There was a total of 4273 postoperative major adverse events (AE) and deaths, 1023 postoperative pulmonary complications and 1721 wound complications. Using the derivation cohort, the 7-item mIFG was independently associated with death, major AEs, pulmonary and wound complications, when controlling for significant covariates. The mIFG predicted death and major adverse events using the validation cohort with an accuracy of 0.70 (95% CI: 0.63–0.76) and 0.64 (95% CI: 0.63–0.66), respectively. The mIFG outperformed the modified Frailty index. CONCLUSION: The modified index of fragility is a reliable and easily accessible tool to predict risk of postoperative adverse events and death in patients undergoing head and neck cancer surgery. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40463-022-00607-4.
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spelling pubmed-98787882023-01-27 Development and validation of the modified index of fragility in head and neck cancer surgery Semsar-Kazerooni, Koorosh Richardson, Keith Forest, Véronique-Isabelle Mlynarek, Alex Hier, Michael P. Sadeghi, Nader Mascarella, Marco. A. J Otolaryngol Head Neck Surg Original Research Article BACKGROUND: This study aims to develop and validate, a clinically useful modified index of fragility (mIFG) to identify patients at risk of fragility and to predict postoperative adverse events. METHOD: An observational study was performed using the American College of Surgeons National Surgical Quality Improvement Program database, from 2006 to 2018. All patients undergoing nonemergency head and neck cancer surgery were included. A seven-item index (mIFG) was developed using variables associated with frailty, cachexia, and sarcopenia, drawn from the literature (weight loss, low body mass index, dyspnea, diabetes, serum albumin, hematocrit, and creatinine). Multivariable logistic regression was used to model the association between mIFG, postoperative adverse events and death. A validation cohort was then used to ascertain the diagnostic accuracy of the mIFG. RESULTS: A total of 23,438 cases were included (16,407 in the derivation group and 7031 in the validation group). There was a total of 4273 postoperative major adverse events (AE) and deaths, 1023 postoperative pulmonary complications and 1721 wound complications. Using the derivation cohort, the 7-item mIFG was independently associated with death, major AEs, pulmonary and wound complications, when controlling for significant covariates. The mIFG predicted death and major adverse events using the validation cohort with an accuracy of 0.70 (95% CI: 0.63–0.76) and 0.64 (95% CI: 0.63–0.66), respectively. The mIFG outperformed the modified Frailty index. CONCLUSION: The modified index of fragility is a reliable and easily accessible tool to predict risk of postoperative adverse events and death in patients undergoing head and neck cancer surgery. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40463-022-00607-4. BioMed Central 2023-01-26 /pmc/articles/PMC9878788/ /pubmed/36703217 http://dx.doi.org/10.1186/s40463-022-00607-4 Text en © The Author(s) 2023 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Original Research Article
Semsar-Kazerooni, Koorosh
Richardson, Keith
Forest, Véronique-Isabelle
Mlynarek, Alex
Hier, Michael P.
Sadeghi, Nader
Mascarella, Marco. A.
Development and validation of the modified index of fragility in head and neck cancer surgery
title Development and validation of the modified index of fragility in head and neck cancer surgery
title_full Development and validation of the modified index of fragility in head and neck cancer surgery
title_fullStr Development and validation of the modified index of fragility in head and neck cancer surgery
title_full_unstemmed Development and validation of the modified index of fragility in head and neck cancer surgery
title_short Development and validation of the modified index of fragility in head and neck cancer surgery
title_sort development and validation of the modified index of fragility in head and neck cancer surgery
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878788/
https://www.ncbi.nlm.nih.gov/pubmed/36703217
http://dx.doi.org/10.1186/s40463-022-00607-4
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