Pretransplant recurrent liver cancer prediction score (p-RELAPSE) to risk stratify hepatocellular carcinoma patients undergoing liver transplantation: validation in an international multicenter retrospective cohort
Background: Selection of patients with hepatocellular carcinoma (HCC) for liver transplantation (LT) increasingly integrates dynamic tumor biology alongside morphometric criteria. Methods: We developed and externally validated the pre-transplant REcurrent Liver cAncer Prediction ScorE (p-RELAPSE) to predict post-LT recurrence using two retrospective cohorts. Post-LT outcomes of 4420 HCC patients undergoing LT in the US Multicenter HCC Transplant Consortium (UMHTC) were analyzed to derive p-RELAPSE using a competing risks multivariable model, with external validation in 1736 HCC LT recipients from the European Hepatocellular Cancer Liver Transplant (EurHeCaLT) group. Results: The UMHTC training ( n = 2893), internal validation ( n = 1527), and EurHeCaLT ( n = 1736) cohorts showed comparable 5-year overall survival (69.4–71.0%), recurrence-free survival (66.2–66.3%), and recurrence incidence (12.6–14.4%; all P > 0.05). p-RELAPSE incorporated Milan criteria (MC) status, downstaging, maximum tumor diameter, dynamic alpha-fetoprotein (AFP) response, and waitlist time. The model stratified recurrence risk even within MC patients. In EurHeCaLT, p-RELAPSE achieved a C-statistic of 0.69, outperforming MC, French AFP, Up-to-7, pre-MORAL, and New York/California models ( P < 0.05). Conclusions: By integrating AFP dynamics and waitlist time, p-RELAPSE refines post-LT recurrence risk stratification, identifying MC patients unlikely to benefit from LT and non-MC patients with favorable outcomes. This externally validated model provides a robust framework for individualized pre-LT decision-making in HCC candidates.
Authors
- Sander S Florman (ORCID: https://orcid.org/0000-0002-1635-9136)
- Vatche Garen Agopian (ORCID: https://orcid.org/0000-0003-0130-9838)
- Maria Hoppe‐Lotichius (ORCID: https://orcid.org/0000-0003-2080-7832)
- Olga Ciccarelli (ORCID: https://orcid.org/0000-0003-0638-1660)
- Trevor L. Nydam (ORCID: https://orcid.org/0009-0001-9033-5140)
- Maarouf A. Hoteit (ORCID: https://orcid.org/0000-0001-6053-6884)
- Johnny C. Hong (ORCID: https://orcid.org/0000-0001-9629-4565)
- C. Burcin Taner (ORCID: https://orcid.org/0000-0002-3916-3566)
- Christopher M. Jones (ORCID: https://orcid.org/0000-0002-8783-4440)
- Umberto Cillo (ORCID: https://orcid.org/0000-0002-2310-0245)
- Richard M. Ruiz (ORCID: https://orcid.org/0000-0002-5561-518X)
- Marco Vivarelli (ORCID: https://orcid.org/0000-0001-8982-2163)
- Parissa Tabrizian (ORCID: https://orcid.org/0000-0002-7881-7497)
- Alan N. Langnas (ORCID: https://orcid.org/0009-0004-9861-5501)
- Gabriel T. Schnickel (ORCID: https://orcid.org/0000-0003-4392-2200)
- Karim Jarir Halazun (ORCID: https://orcid.org/0000-0002-8971-3626)
- Carol A. Carney
- Mindie H. Nguyen (ORCID: https://orcid.org/0000-0002-6275-4989)
- Elizabeth C. Verna (ORCID: https://orcid.org/0000-0002-9658-3751)
- Tommaso Maria Manzia (ORCID: https://orcid.org/0000-0002-4636-3478)
- Andrew S. Barbas (ORCID: https://orcid.org/0000-0003-3476-2313)
- Constance M. Mobley (ORCID: https://orcid.org/0000-0003-3925-4975)
- Thomas Fishbein (ORCID: https://orcid.org/0009-0009-8181-1828)
- Ricardo Henao (ORCID: https://orcid.org/0000-0003-4980-845X)
- Abhinav Humar (ORCID: https://orcid.org/0000-0002-6430-1000)
- Hamed Zaribafzadeh (ORCID: https://orcid.org/0000-0002-0363-395X)
- Göran B. Klintmalm (ORCID: https://orcid.org/0000-0003-0916-6042)
- Daniela Markovic (ORCID: https://orcid.org/0009-0003-7128-280X)
- Dominic Amara (ORCID: https://orcid.org/0000-0001-5288-2090)
- Amit D. Tevar (ORCID: https://orcid.org/0000-0003-0030-6707)
- Neeta A. Vachharajani (ORCID: https://orcid.org/0009-0004-4115-2200)
- James F. Markmann (ORCID: https://orcid.org/0000-0002-2762-6535)
- Massimo Rossi (ORCID: https://orcid.org/0000-0001-5105-4656)
- Abbas A. Rana (ORCID: https://orcid.org/0000-0003-2979-0598)
- William C. Chapman (ORCID: https://orcid.org/0000-0002-7602-5445)
- Marc L. Melcher (ORCID: https://orcid.org/0000-0002-7185-4383)
- Alessandro Vitale (ORCID: https://orcid.org/0000-0002-4548-8308)
- Quirino Lai (ORCID: https://orcid.org/0000-0003-1487-3235)
- Jan Paul Lerut (ORCID: https://orcid.org/0000-0003-4015-463X)
- Jennifer A. Berumen (ORCID: https://orcid.org/0000-0001-8032-888X)
- Andrew Melehy (ORCID: https://orcid.org/0000-0001-7786-5086)
- Benedikt Schaefer (ORCID: https://orcid.org/0000-0001-8690-2774)
- Salvatore Agnes (ORCID: https://orcid.org/0000-0002-3374-4060)
- Benjamin V. Tran (ORCID: https://orcid.org/0000-0001-8602-5134)
- Dimitrios P Moris (ORCID: https://orcid.org/0000-0002-5276-0699)
- Emmanuel A. Tsochatzis
- Federico Aucejo
- Guiseppe M. Ettorre
- Mark Ghobrial
- David D. Lee
- Debra L. Sudan
Institutions
- University of Rome Tor Vergata (IT)
- Marche Polytechnic University (IT)
- Houston Methodist (US)
- Pennsylvania State University (US)
- Beth Israel Deaconess Medical Center (US)
- Cleveland Clinic (US)
- Mount Sinai Hospital (US)
- NewYork–Presbyterian Hospital (US)
- Harvard University (US)
- University of Padua (IT)
- University of Louisville (US)
- Innsbruck Medical University (AT)
- University of California, Los Angeles (US)
- Duke University (US)
- Baylor College of Medicine (US)
- Georgetown University (US)
- Universität Innsbruck (AT)
- Washington University in St. Louis (US)
- Policlinico Umberto I (IT)
- The Royal Free Hospital (GB)
- Baylor University Medical Center (US)
- Agostino Gemelli University Polyclinic (IT)
- University of California San Diego (US)
- NYU Langone Health (US)
- Massachusetts General Hospital (US)
- University Medical Center of the Johannes Gutenberg University Mainz (DE)
- Azienda Ospedaliera San Camillo-Forlanini (IT)
- Duke Medical Center (US)
- University of Pittsburgh Medical Center (US)
- Mayo Clinic in Florida (US)
- Istituti di Ricovero e Cura a Carattere Scientifico (IT)
- University College London (GB)
- University of Colorado Anschutz Medical Campus (US)
- New York University (US)
- University of Nebraska Medical Center (US)
- Columbia University (US)
- University of Pennsylvania (US)
- Penn State Milton S. Hershey Medical Center (US)
- Sapienza University of Rome (IT)
- University of Colorado Denver (US)
- UCLouvain (BE)
- Stanford University (US)
Publication Details
- Journal
- International Journal of Surgery
- Published
- 2026-11-11
- DOI
- https://doi.org/10.1097/js9.0000000000005714
- Primary Topic
- Hepatocellular Carcinoma Treatment and Prognosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00