Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
Main Author: | |
---|---|
Publication Date: | 2023 |
Other Authors: | , , , , , , , , , , , , , , , , , , , |
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. |
id |
RCAP_152d03d5b935c199d4e459eae8347b65 |
---|---|
oai_identifier_str |
oai:repositorio.chlc.pt:10400.17/5069 |
network_acronym_str |
RCAP |
network_name_str |
Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
repository_id_str |
https://opendoar.ac.uk/repository/7160 |
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 instacron:RCAAP |
instname_str |
FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia |
instacron_str |
RCAAP |
institution |
RCAAP |
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 |
_version_ |
1833602700854427648 |