Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.

Bibliographic Details
Main Author: Endo, Yutaka
Publication Date: 2023
Other Authors: Lima, Henrique A, Alaimo, Laura, Moazzam, Zorays, Brown, Zachary, Shaikh, Chanza F, Ratti, Francesca, Pinto Marques, Hugo, Soubrane, Olivier, Lam, Vincent, Poultsides, George A, Popescu, Irinel, Alexandrescu, Sorin, Martel, Guillaume, Workneh, Aklile, Guglielmi, Alfredo, Hugh, Tom, Aldrighetti, Luca, Shen, Feng, Endo, Itaru, Pawlik, Timothy M
Format: Other
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.17/5069
Summary: Background: This study aimed to develop a holistic risk score incorporating preoperative tumor, liver, nutritional, and inflammatory markers to predict overall survival (OS) after hepatectomy for hepatocellular carcinoma (HCC). Methods: Patients who underwent curative-intent surgery for HCC between 2000 and 2020 were identified using an international multi-institutional database. Preoperative predictors associated with OS were selected and a prognostic risk score model (PreopScore) was developed and validated using cross-validation. Results: A total of 1676 patients were included. On multivariable analysis, preoperative parameters associated with OS included α-feto protein (hazard ratio [HR]1.17, 95%CI 1.03-1.34), neutrophil-to-lymphocyte ratio (HR2.62, 95%CI 1.30-5.30), albumin (HR0.49, 95%CI 0.34-0.70), gamma-glutamyl transpeptidase (HR1.00, 95%CI 1.00-1.00), as well as vascular involvement (HR3.52, 95%CI 2.10-5.89) and tumor burden score (medium, HR3.49, 95%CI 1.62-7.58; high, HR3.21, 95%CI 1.40-7.35) on preoperative imaging. A weighted PreopScore was devised and made available online (https://yutaka-endo.shinyapps.io/PrepoScore_Shiny/). Patients with a PreopScore 0-2, 2-3.5, and >3.5 had incrementally worse 5-year OS of 85.8%, 70.7%, and 52.4%, respectively (p < 0.001). The c-index of the test and validation cohort were 0.75 and 0.71, respectively. The PreopScore outperformed individual parameters and previous HCC staging systems. Discussion: The PreopScore can be used as a better guide to preoperatively identify patients and individualize pre-/post-operative strategies.
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spelling Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.HCC CIRHumansPrognosisCarcinomaHepatocellular* / surgeryHepatectomyLiver Neoplasms* / surgeryRetrospective StudiesBackground: This study aimed to develop a holistic risk score incorporating preoperative tumor, liver, nutritional, and inflammatory markers to predict overall survival (OS) after hepatectomy for hepatocellular carcinoma (HCC). Methods: Patients who underwent curative-intent surgery for HCC between 2000 and 2020 were identified using an international multi-institutional database. Preoperative predictors associated with OS were selected and a prognostic risk score model (PreopScore) was developed and validated using cross-validation. Results: A total of 1676 patients were included. On multivariable analysis, preoperative parameters associated with OS included α-feto protein (hazard ratio [HR]1.17, 95%CI 1.03-1.34), neutrophil-to-lymphocyte ratio (HR2.62, 95%CI 1.30-5.30), albumin (HR0.49, 95%CI 0.34-0.70), gamma-glutamyl transpeptidase (HR1.00, 95%CI 1.00-1.00), as well as vascular involvement (HR3.52, 95%CI 2.10-5.89) and tumor burden score (medium, HR3.49, 95%CI 1.62-7.58; high, HR3.21, 95%CI 1.40-7.35) on preoperative imaging. A weighted PreopScore was devised and made available online (https://yutaka-endo.shinyapps.io/PrepoScore_Shiny/). Patients with a PreopScore 0-2, 2-3.5, and >3.5 had incrementally worse 5-year OS of 85.8%, 70.7%, and 52.4%, respectively (p < 0.001). The c-index of the test and validation cohort were 0.75 and 0.71, respectively. The PreopScore outperformed individual parameters and previous HCC staging systems. Discussion: The PreopScore can be used as a better guide to preoperatively identify patients and individualize pre-/post-operative strategies.ElsevierElsevierRepositório da Unidade Local de Saúde São JoséEndo, YutakaLima, Henrique AAlaimo, LauraMoazzam, ZoraysBrown, ZacharyShaikh, Chanza FRatti, FrancescaPinto Marques, HugoSoubrane, OlivierLam, VincentPoultsides, George APopescu, IrinelAlexandrescu, SorinMartel, GuillaumeWorkneh, AklileGuglielmi, AlfredoHugh, TomAldrighetti, LucaShen, FengEndo, ItaruPawlik, Timothy M2025-04-15T15:06:44Z2023-032023-03-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/otherapplication/pdfhttp://hdl.handle.net/10400.17/5069eng10.1016/j.hpb.2022.12.009info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-04-20T03:52:35Zoai:repositorio.chlc.pt:10400.17/5069Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T06:29:49.882030Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
title Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
spellingShingle Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
Endo, Yutaka
HCC CIR
Humans
Prognosis
Carcinoma
Hepatocellular* / surgery
Hepatectomy
Liver Neoplasms* / surgery
Retrospective Studies
title_short Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
title_full Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
title_fullStr Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
title_full_unstemmed Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
title_sort Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
author Endo, Yutaka
author_facet Endo, Yutaka
Lima, Henrique A
Alaimo, Laura
Moazzam, Zorays
Brown, Zachary
Shaikh, Chanza F
Ratti, Francesca
Pinto Marques, Hugo
Soubrane, Olivier
Lam, Vincent
Poultsides, George A
Popescu, Irinel
Alexandrescu, Sorin
Martel, Guillaume
Workneh, Aklile
Guglielmi, Alfredo
Hugh, Tom
Aldrighetti, Luca
Shen, Feng
Endo, Itaru
Pawlik, Timothy M
author_role author
author2 Lima, Henrique A
Alaimo, Laura
Moazzam, Zorays
Brown, Zachary
Shaikh, Chanza F
Ratti, Francesca
Pinto Marques, Hugo
Soubrane, Olivier
Lam, Vincent
Poultsides, George A
Popescu, Irinel
Alexandrescu, Sorin
Martel, Guillaume
Workneh, Aklile
Guglielmi, Alfredo
Hugh, Tom
Aldrighetti, Luca
Shen, Feng
Endo, Itaru
Pawlik, Timothy M
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Elsevier
Repositório da Unidade Local de Saúde São José
dc.contributor.author.fl_str_mv Endo, Yutaka
Lima, Henrique A
Alaimo, Laura
Moazzam, Zorays
Brown, Zachary
Shaikh, Chanza F
Ratti, Francesca
Pinto Marques, Hugo
Soubrane, Olivier
Lam, Vincent
Poultsides, George A
Popescu, Irinel
Alexandrescu, Sorin
Martel, Guillaume
Workneh, Aklile
Guglielmi, Alfredo
Hugh, Tom
Aldrighetti, Luca
Shen, Feng
Endo, Itaru
Pawlik, Timothy M
dc.subject.por.fl_str_mv HCC CIR
Humans
Prognosis
Carcinoma
Hepatocellular* / surgery
Hepatectomy
Liver Neoplasms* / surgery
Retrospective Studies
topic HCC CIR
Humans
Prognosis
Carcinoma
Hepatocellular* / surgery
Hepatectomy
Liver Neoplasms* / surgery
Retrospective Studies
description Background: This study aimed to develop a holistic risk score incorporating preoperative tumor, liver, nutritional, and inflammatory markers to predict overall survival (OS) after hepatectomy for hepatocellular carcinoma (HCC). Methods: Patients who underwent curative-intent surgery for HCC between 2000 and 2020 were identified using an international multi-institutional database. Preoperative predictors associated with OS were selected and a prognostic risk score model (PreopScore) was developed and validated using cross-validation. Results: A total of 1676 patients were included. On multivariable analysis, preoperative parameters associated with OS included α-feto protein (hazard ratio [HR]1.17, 95%CI 1.03-1.34), neutrophil-to-lymphocyte ratio (HR2.62, 95%CI 1.30-5.30), albumin (HR0.49, 95%CI 0.34-0.70), gamma-glutamyl transpeptidase (HR1.00, 95%CI 1.00-1.00), as well as vascular involvement (HR3.52, 95%CI 2.10-5.89) and tumor burden score (medium, HR3.49, 95%CI 1.62-7.58; high, HR3.21, 95%CI 1.40-7.35) on preoperative imaging. A weighted PreopScore was devised and made available online (https://yutaka-endo.shinyapps.io/PrepoScore_Shiny/). Patients with a PreopScore 0-2, 2-3.5, and >3.5 had incrementally worse 5-year OS of 85.8%, 70.7%, and 52.4%, respectively (p < 0.001). The c-index of the test and validation cohort were 0.75 and 0.71, respectively. The PreopScore outperformed individual parameters and previous HCC staging systems. Discussion: The PreopScore can be used as a better guide to preoperatively identify patients and individualize pre-/post-operative strategies.
publishDate 2023
dc.date.none.fl_str_mv 2023-03
2023-03-01T00:00:00Z
2025-04-15T15:06:44Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/other
format other
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.17/5069
url http://hdl.handle.net/10400.17/5069
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1016/j.hpb.2022.12.009
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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