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

  • Tao Wei
  • , Xu Feng Zhang
  • , Feng Xue
  • , Fabio Bagante
  • , Francesca Ratti
  • , Hugo P. Marques
  • , Silvia Silva
  • , Olivier Soubrane
  • , Vincent Lam
  • , George A. Poultsides
  • , Irinel Popescu
  • , Razvan Grigorie
  • , Sorin Alexandrescu
  • , Guillaume Martel
  • , Aklile Workneh
  • , Alfredo Guglielmi
  • , Tom Hugh
  • , Luca Aldrighetti
  • , Itaru Endo
  • , Timothy M. Pawlik
  • The First Affiliated Hospital of Xi’an Jiaotong University
  • Zhejiang University School of Medicine
  • Ohio State University
  • University of Verona
  • Ospedale San Raffaele
  • Hospital Curry Cabral
  • Department of Hepatobiliopancreatic Surgery
  • Westmead Hospital
  • Stanford University
  • Fundeni Clinical Institute
  • University of Ottawa
  • The University of Sydney
  • Yokohama City University

Research output: Contribution to journalArticlepeer-review

12 Scopus citations

Abstract

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.

Original languageEnglish
Pages (from-to)7624-7633
Number of pages10
JournalAnnals of surgical oncology
Volume28
Issue number12
DOIs
StatePublished - Nov 2021
Externally publishedYes

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