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Systematic review and validation of clinical models predicting survival after oesophagectomy for adenocarcinoma

BACKGROUND: Oesophageal adenocarcinoma poses a significant global health burden, yet the staging used to predict survival has limited ability to stratify patients by outcome. This study aimed to identify published clinical models that predict survival in oesophageal adenocarcinoma and to evaluate th...

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Autores principales: Boshier, Piers R, Swaray, Alison, Vadhwana, Bhamini, O’Sullivan, Arun, Low, Donald E, Hanna, George B, Peters, Christopher J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364693/
https://www.ncbi.nlm.nih.gov/pubmed/35233634
http://dx.doi.org/10.1093/bjs/znac044
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author Boshier, Piers R
Swaray, Alison
Vadhwana, Bhamini
O’Sullivan, Arun
Low, Donald E
Hanna, George B
Peters, Christopher J
author_facet Boshier, Piers R
Swaray, Alison
Vadhwana, Bhamini
O’Sullivan, Arun
Low, Donald E
Hanna, George B
Peters, Christopher J
author_sort Boshier, Piers R
collection PubMed
description BACKGROUND: Oesophageal adenocarcinoma poses a significant global health burden, yet the staging used to predict survival has limited ability to stratify patients by outcome. This study aimed to identify published clinical models that predict survival in oesophageal adenocarcinoma and to evaluate them using an independent international multicentre dataset. METHODS: A systematic literature search (title and abstract) using the Ovid Embase and MEDLINE databases (from 1947 to 11 July 2020) was performed. Inclusion criteria were studies that developed or validated a clinical prognostication model to predict either overall or disease-specific survival in patients with oesophageal adenocarcinoma undergoing surgical treatment with curative intent. Published models were validated using an independent dataset of 2450 patients who underwent oesophagectomy for oesophageal adenocarcinoma with curative intent. RESULTS: Seventeen articles were eligible for inclusion in the study. Eleven models were suitable for testing in the independent validation dataset and nine of these were able to stratify patients successfully into groups with significantly different survival outcomes. Area under the receiver operating characteristic curves for individual survival prediction models ranged from 0.658 to 0.705, suggesting poor-to-fair accuracy. CONCLUSION: This study highlights the need to concentrate on robust methodologies and improved, independent, validation, to increase the likelihood of clinical adoption of survival predictions models.
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spelling pubmed-103646932023-07-31 Systematic review and validation of clinical models predicting survival after oesophagectomy for adenocarcinoma Boshier, Piers R Swaray, Alison Vadhwana, Bhamini O’Sullivan, Arun Low, Donald E Hanna, George B Peters, Christopher J Br J Surg Systematic Review BACKGROUND: Oesophageal adenocarcinoma poses a significant global health burden, yet the staging used to predict survival has limited ability to stratify patients by outcome. This study aimed to identify published clinical models that predict survival in oesophageal adenocarcinoma and to evaluate them using an independent international multicentre dataset. METHODS: A systematic literature search (title and abstract) using the Ovid Embase and MEDLINE databases (from 1947 to 11 July 2020) was performed. Inclusion criteria were studies that developed or validated a clinical prognostication model to predict either overall or disease-specific survival in patients with oesophageal adenocarcinoma undergoing surgical treatment with curative intent. Published models were validated using an independent dataset of 2450 patients who underwent oesophagectomy for oesophageal adenocarcinoma with curative intent. RESULTS: Seventeen articles were eligible for inclusion in the study. Eleven models were suitable for testing in the independent validation dataset and nine of these were able to stratify patients successfully into groups with significantly different survival outcomes. Area under the receiver operating characteristic curves for individual survival prediction models ranged from 0.658 to 0.705, suggesting poor-to-fair accuracy. CONCLUSION: This study highlights the need to concentrate on robust methodologies and improved, independent, validation, to increase the likelihood of clinical adoption of survival predictions models. Oxford University Press 2022-03-02 /pmc/articles/PMC10364693/ /pubmed/35233634 http://dx.doi.org/10.1093/bjs/znac044 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of BJS Society Ltd. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Systematic Review
Boshier, Piers R
Swaray, Alison
Vadhwana, Bhamini
O’Sullivan, Arun
Low, Donald E
Hanna, George B
Peters, Christopher J
Systematic review and validation of clinical models predicting survival after oesophagectomy for adenocarcinoma
title Systematic review and validation of clinical models predicting survival after oesophagectomy for adenocarcinoma
title_full Systematic review and validation of clinical models predicting survival after oesophagectomy for adenocarcinoma
title_fullStr Systematic review and validation of clinical models predicting survival after oesophagectomy for adenocarcinoma
title_full_unstemmed Systematic review and validation of clinical models predicting survival after oesophagectomy for adenocarcinoma
title_short Systematic review and validation of clinical models predicting survival after oesophagectomy for adenocarcinoma
title_sort systematic review and validation of clinical models predicting survival after oesophagectomy for adenocarcinoma
topic Systematic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364693/
https://www.ncbi.nlm.nih.gov/pubmed/35233634
http://dx.doi.org/10.1093/bjs/znac044
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