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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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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. |
format | Online Article Text |
id | pubmed-9878788 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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