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Scoring systems for the management of oncological hepato-pancreato-biliary patients

Oncological scoring systems in surgery are used as evidence-based decision aids to best support management through assessing prognosis, effectiveness and recurrence. Currently, the use of scoring systems in the hepato-pancreato-biliary (HPB) field is limited as concerns over precision and applicabil...

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Autores principales: Coombs, Alexander W., Jordan, Chloe, Hussain, Sabba A., Ghandour, Omar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Korean Association of Hepato-Biliary-Pancreatic Surgery 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901986/
https://www.ncbi.nlm.nih.gov/pubmed/35220286
http://dx.doi.org/10.14701/ahbps.21-113
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author Coombs, Alexander W.
Jordan, Chloe
Hussain, Sabba A.
Ghandour, Omar
author_facet Coombs, Alexander W.
Jordan, Chloe
Hussain, Sabba A.
Ghandour, Omar
author_sort Coombs, Alexander W.
collection PubMed
description Oncological scoring systems in surgery are used as evidence-based decision aids to best support management through assessing prognosis, effectiveness and recurrence. Currently, the use of scoring systems in the hepato-pancreato-biliary (HPB) field is limited as concerns over precision and applicability prevent their widespread clinical implementation. The aim of this review was to discuss clinically useful oncological scoring systems for surgical management of HPB patients. A narrative review was conducted to appraise oncological HPB scoring systems. Original research articles of established and novel scoring systems were searched using Google Scholar, PubMed, Cochrane, and Ovid Medline. Selected models were determined by authors. This review discusses nine scoring systems in cancers of the liver (CLIP, BCLC, ALBI Grade, RETREAT, Fong’s score), pancreas (Genç’s score, mGPS), and biliary tract (TMHSS, MEGNA). Eight models used exclusively objective measurements to compute their scores while one used a mixture of both subjective and objective inputs. Seven models evaluated their scoring performance in external populations, with reported discriminatory c-statistic ranging from 0.58 to 0.82. Selection of model variables was most frequently determined using a combination of univariate and multivariate analysis. Calibration, another determinant of model accuracy, was poorly reported amongst nine scoring systems. A diverse range of HPB surgical scoring systems may facilitate evidence-based decisions on patient management and treatment. Future scoring systems need to be developed using heterogenous patient cohorts with improved stratification, with future trends integrating machine learning and genetics to improve outcome prediction.
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spelling pubmed-89019862022-03-16 Scoring systems for the management of oncological hepato-pancreato-biliary patients Coombs, Alexander W. Jordan, Chloe Hussain, Sabba A. Ghandour, Omar Ann Hepatobiliary Pancreat Surg Review Article Oncological scoring systems in surgery are used as evidence-based decision aids to best support management through assessing prognosis, effectiveness and recurrence. Currently, the use of scoring systems in the hepato-pancreato-biliary (HPB) field is limited as concerns over precision and applicability prevent their widespread clinical implementation. The aim of this review was to discuss clinically useful oncological scoring systems for surgical management of HPB patients. A narrative review was conducted to appraise oncological HPB scoring systems. Original research articles of established and novel scoring systems were searched using Google Scholar, PubMed, Cochrane, and Ovid Medline. Selected models were determined by authors. This review discusses nine scoring systems in cancers of the liver (CLIP, BCLC, ALBI Grade, RETREAT, Fong’s score), pancreas (Genç’s score, mGPS), and biliary tract (TMHSS, MEGNA). Eight models used exclusively objective measurements to compute their scores while one used a mixture of both subjective and objective inputs. Seven models evaluated their scoring performance in external populations, with reported discriminatory c-statistic ranging from 0.58 to 0.82. Selection of model variables was most frequently determined using a combination of univariate and multivariate analysis. Calibration, another determinant of model accuracy, was poorly reported amongst nine scoring systems. A diverse range of HPB surgical scoring systems may facilitate evidence-based decisions on patient management and treatment. Future scoring systems need to be developed using heterogenous patient cohorts with improved stratification, with future trends integrating machine learning and genetics to improve outcome prediction. The Korean Association of Hepato-Biliary-Pancreatic Surgery 2022-02-28 2022-02-28 /pmc/articles/PMC8901986/ /pubmed/35220286 http://dx.doi.org/10.14701/ahbps.21-113 Text en Copyright © 2022 by The Korean Association of Hepato-Biliary-Pancreatic Surgery https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0 (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Coombs, Alexander W.
Jordan, Chloe
Hussain, Sabba A.
Ghandour, Omar
Scoring systems for the management of oncological hepato-pancreato-biliary patients
title Scoring systems for the management of oncological hepato-pancreato-biliary patients
title_full Scoring systems for the management of oncological hepato-pancreato-biliary patients
title_fullStr Scoring systems for the management of oncological hepato-pancreato-biliary patients
title_full_unstemmed Scoring systems for the management of oncological hepato-pancreato-biliary patients
title_short Scoring systems for the management of oncological hepato-pancreato-biliary patients
title_sort scoring systems for the management of oncological hepato-pancreato-biliary patients
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901986/
https://www.ncbi.nlm.nih.gov/pubmed/35220286
http://dx.doi.org/10.14701/ahbps.21-113
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