Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular Carcinoma

Detalhes bibliográficos
Autor(a) principal: Wei, T
Data de Publicação: 2021
Outros Autores: Zhang, XF, Xue, F, Bagante, F, Ratti, F, Pinto Marques, H, Silva, S, Soubrane, O, Lam, V, Poultsides, GA, Popescu, I, Grigorie, R, Alexandrescu, S, Martel, G, Workneh, A, Guglielmi, A, Hugh, T, Aldrighetti, L, Endo, I, Pawlik, TM
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.17/4264
Resumo: Backgrounds: Extrahepatic recurrence of hepatocellular carcinoma (HCC) after surgical resection is associated with unfavorable prognosis. The objectives of the current study were to identify the risk factors and develop a nomogram for the prediction of extrahepatic recurrence after initial curative surgery. Methods: A total of 635 patients who underwent curative-intent resection for HCC between 2000 and 2017 were identified from an international multi-institutional database. The clinicopathological characteristics, risk factors, and long-term survival of patients with extrahepatic recurrence were analyzed. A nomogram for the prediction of extrahepatic recurrence was established and validated in 144 patients from an external cohort. Results: Among the 635 patients in the derivative cohort, 283 (44.6%) experienced recurrence. Among patients who recurred, 80 (28.3%) patients had extrahepatic ± intrahepatic recurrence, whereas 203 (71.7%) had intrahepatic recurrence only. Extrahepatic recurrence was associated with more advanced initial tumor characteristics, early recurrence, and worse prognosis versus non-extrahepatic recurrence. A nomogram for the prediction of extrahepatic recurrence was developed using the β-coefficients from the identified risk factors, including neutrophil-to-lymphocyte ratio, multiple lesions, tumor size, and microvascular invasion. The nomogram demonstrated good ability to predict extrahepatic recurrence (c-index: training cohort 0.786; validation cohort: 0.845). The calibration plots demonstrated good agreement between estimated and observed extrahepatic recurrence (p = 0.658). Conclusions: An externally validated nomogram was developed with good accuracy to predict extrahepatic recurrence following curative-intent resection of HCC. This nomogram may help identify patients at high risk of extrahepatic recurrence and guide surveillance protocols as well as adjuvant treatments.
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spelling Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular CarcinomaCarcinoma, Hepatocellular* / surgeryHepatectomyHCC CHBPTHumansLiver Neoplasms* / surgeryNeoplasm Recurrence, Local / diagnosisNeoplasm Recurrence, Local / surgeryNomogramsPrognosisRetrospective StudiesBackgrounds: Extrahepatic recurrence of hepatocellular carcinoma (HCC) after surgical resection is associated with unfavorable prognosis. The objectives of the current study were to identify the risk factors and develop a nomogram for the prediction of extrahepatic recurrence after initial curative surgery. Methods: A total of 635 patients who underwent curative-intent resection for HCC between 2000 and 2017 were identified from an international multi-institutional database. The clinicopathological characteristics, risk factors, and long-term survival of patients with extrahepatic recurrence were analyzed. A nomogram for the prediction of extrahepatic recurrence was established and validated in 144 patients from an external cohort. Results: Among the 635 patients in the derivative cohort, 283 (44.6%) experienced recurrence. Among patients who recurred, 80 (28.3%) patients had extrahepatic ± intrahepatic recurrence, whereas 203 (71.7%) had intrahepatic recurrence only. Extrahepatic recurrence was associated with more advanced initial tumor characteristics, early recurrence, and worse prognosis versus non-extrahepatic recurrence. A nomogram for the prediction of extrahepatic recurrence was developed using the β-coefficients from the identified risk factors, including neutrophil-to-lymphocyte ratio, multiple lesions, tumor size, and microvascular invasion. The nomogram demonstrated good ability to predict extrahepatic recurrence (c-index: training cohort 0.786; validation cohort: 0.845). The calibration plots demonstrated good agreement between estimated and observed extrahepatic recurrence (p = 0.658). Conclusions: An externally validated nomogram was developed with good accuracy to predict extrahepatic recurrence following curative-intent resection of HCC. This nomogram may help identify patients at high risk of extrahepatic recurrence and guide surveillance protocols as well as adjuvant treatments.SpringerlinkRepositório do Centro Hospitalar Universitário de Lisboa Central, EPEWei, TZhang, XFXue, FBagante, FRatti, FPinto Marques, HSilva, SSoubrane, OLam, VPoultsides, GAPopescu, IGrigorie, RAlexandrescu, SMartel, GWorkneh, AGuglielmi, AHugh, TAldrighetti, LEndo, IPawlik, TM2022-11-07T15:21:26Z20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.17/4264engAnn Surg Oncol. 2021 Nov;28(12):7624-7633.10.1245/s10434-021-10142-7info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-08-13T06:03:14Zoai:repositorio.chlc.min-saude.pt:10400.17/4264Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:21:35.504706Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular Carcinoma
title Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular Carcinoma
spellingShingle Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular Carcinoma
Wei, T
Carcinoma, Hepatocellular* / surgery
Hepatectomy
HCC CHBPT
Humans
Liver Neoplasms* / surgery
Neoplasm Recurrence, Local / diagnosis
Neoplasm Recurrence, Local / surgery
Nomograms
Prognosis
Retrospective Studies
title_short Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular Carcinoma
title_full Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular Carcinoma
title_fullStr Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular Carcinoma
title_full_unstemmed Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular Carcinoma
title_sort Multi-Institutional Development and External Validation of a Nomogram for Prediction of Extrahepatic Recurrence After Curative-Intent Resection for Hepatocellular Carcinoma
author Wei, T
author_facet Wei, T
Zhang, XF
Xue, F
Bagante, F
Ratti, F
Pinto Marques, H
Silva, S
Soubrane, O
Lam, V
Poultsides, GA
Popescu, I
Grigorie, R
Alexandrescu, S
Martel, G
Workneh, A
Guglielmi, A
Hugh, T
Aldrighetti, L
Endo, I
Pawlik, TM
author_role author
author2 Zhang, XF
Xue, F
Bagante, F
Ratti, F
Pinto Marques, H
Silva, S
Soubrane, O
Lam, V
Poultsides, GA
Popescu, I
Grigorie, R
Alexandrescu, S
Martel, G
Workneh, A
Guglielmi, A
Hugh, T
Aldrighetti, L
Endo, I
Pawlik, TM
author2_role 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 Repositório do Centro Hospitalar Universitário de Lisboa Central, EPE
dc.contributor.author.fl_str_mv Wei, T
Zhang, XF
Xue, F
Bagante, F
Ratti, F
Pinto Marques, H
Silva, S
Soubrane, O
Lam, V
Poultsides, GA
Popescu, I
Grigorie, R
Alexandrescu, S
Martel, G
Workneh, A
Guglielmi, A
Hugh, T
Aldrighetti, L
Endo, I
Pawlik, TM
dc.subject.por.fl_str_mv Carcinoma, Hepatocellular* / surgery
Hepatectomy
HCC CHBPT
Humans
Liver Neoplasms* / surgery
Neoplasm Recurrence, Local / diagnosis
Neoplasm Recurrence, Local / surgery
Nomograms
Prognosis
Retrospective Studies
topic Carcinoma, Hepatocellular* / surgery
Hepatectomy
HCC CHBPT
Humans
Liver Neoplasms* / surgery
Neoplasm Recurrence, Local / diagnosis
Neoplasm Recurrence, Local / surgery
Nomograms
Prognosis
Retrospective Studies
description Backgrounds: Extrahepatic recurrence of hepatocellular carcinoma (HCC) after surgical resection is associated with unfavorable prognosis. The objectives of the current study were to identify the risk factors and develop a nomogram for the prediction of extrahepatic recurrence after initial curative surgery. Methods: A total of 635 patients who underwent curative-intent resection for HCC between 2000 and 2017 were identified from an international multi-institutional database. The clinicopathological characteristics, risk factors, and long-term survival of patients with extrahepatic recurrence were analyzed. A nomogram for the prediction of extrahepatic recurrence was established and validated in 144 patients from an external cohort. Results: Among the 635 patients in the derivative cohort, 283 (44.6%) experienced recurrence. Among patients who recurred, 80 (28.3%) patients had extrahepatic ± intrahepatic recurrence, whereas 203 (71.7%) had intrahepatic recurrence only. Extrahepatic recurrence was associated with more advanced initial tumor characteristics, early recurrence, and worse prognosis versus non-extrahepatic recurrence. A nomogram for the prediction of extrahepatic recurrence was developed using the β-coefficients from the identified risk factors, including neutrophil-to-lymphocyte ratio, multiple lesions, tumor size, and microvascular invasion. The nomogram demonstrated good ability to predict extrahepatic recurrence (c-index: training cohort 0.786; validation cohort: 0.845). The calibration plots demonstrated good agreement between estimated and observed extrahepatic recurrence (p = 0.658). Conclusions: An externally validated nomogram was developed with good accuracy to predict extrahepatic recurrence following curative-intent resection of HCC. This nomogram may help identify patients at high risk of extrahepatic recurrence and guide surveillance protocols as well as adjuvant treatments.
publishDate 2021
dc.date.none.fl_str_mv 2021
2021-01-01T00:00:00Z
2022-11-07T15:21:26Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Ann Surg Oncol. 2021 Nov;28(12):7624-7633.
10.1245/s10434-021-10142-7
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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