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ArticleJHEP reports : innovation in hepatology2022

R3-AFP score is a new composite tool to refine prediction of hepatocellular carcinoma recurrence after liver transplantation.

Charlotte Costentin, Federico Piñero, Helena Degroote, Andrea Notarpaolo, Ilka F Boin, Karim Boudjema, Cinzia Baccaro, Luis G Podestá, Philippe Bachellier, Giuseppe Maria Ettorre and 17 more

Registry-linked trialAbstract read
In one paragraph

Article in JHEP reports : innovation in hepatology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03775863 (Evaluation of the AFP Model in Predicting Recurrence of Hepatocellular Carcinoma After Liver Transplantation in Patients Without Microvascular Invasion.), which is not on this map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT03775863 completednot on this map

Evaluation of the AFP Model in Predicting Recurrence of Hepatocellular Carcinoma After Liver Transplantation in Patients Without Microvascular Invasion.

TypeobservationalSponsorAustral University, ArgentinaRan2017 to 2018Enrolled1,200ConditionsLiver Carcinoma, Liver Transplant DisorderArmsLiver transplantation
3 · Its place in the literature

Who cites it

20 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. New Scenarios in Liver Transplantation for Hepatocellular Carcinoma.Liver international : official journal of the International Association for the Study of the Liver · 2025
    Review
  9. Article
  10. Long-Term Prognostic Value of AFP and PIVKA-II in HCC After Living Donor Liver Transplantation: A Single-Center Retrospective Study.Transplant international : official journal of the European Society for Organ Transplantation · 2025
    Article
  11. [Hepatocellular carcinoma (HCC)].Medecine tropicale et sante internationale · 2024
    Review
  12. Article
  13. Review
  14. Article
  15. Alpha-fetoprotein: Past, present, and future.Hepatology communications · 2024
    Review
  16. Article
  17. Article
  18. Review
  19. Review
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

27 authors.

Charlotte CostentinGrenoble Alpes University, Institute for Advanced Biosciences, Research Center UGA/Inserm U 1209/CNRS 5309, Grenoble, France.
Federico PiñeroHospital Universitario Austral, School of Medicine, Austral University, Buenos Aires, Argentina.
Helena DegrooteDepartment of Hepatology and Gastroenterology, Ghent University Hospital, Ghent, Belgium.
Andrea NotarpaoloArcispedale Santa Maria Nuova, Reggio Emilia, Italy.
Ilka F BoinHospital das Clinicas UNICAMP, Campiñas, Brazil.
Karim BoudjemaDepartment of Hepatobiliary and Digestive Surgery, Pontchaillou Hospital Rennes 1 University, Rennes, France.
Cinzia BaccaroLanciano's Hospital, Chieti, Rome, Italy.
Luis G PodestáHospital Universitario Austral, School of Medicine, Austral University, Buenos Aires, Argentina.
Philippe BachellierDigestive Surgery Unit, CHU de Strasbourg, Strasbourg, France.
Giuseppe Maria EttorreOspedale San Camillo di Roma, Rome, Italy.
Jaime PoniachikHospital Clínico de la Universidad de Chile, Santiago, Chile.
Fabrice MuscariDigestive Surgery and Transplant Unit, Hôpital Rangueil, Toulouse, France.
Fabrizio DibenedettoHepato-Pancreato-Biliary Surgery and Liver Transplantation Unit, Department of General Surgery, University of Modena and Reggio Emilia, Modena, Italy.
Sergio Hoyos DuqueHospital Pablo Tobón Uribe y Grupo de Gastrohepatología de la Universidad de Antioquía, Medellín, Colombia.
Ephrem SalameDigestive Surgery Unit, CHU de Tours, Tours, France.
Umberto CilloHepatobiliary Surgery and Liver Transplant Unit, Padova University Hospital, Padua, Italy.
Sebastian MarcianoHospital Italiano de Buenos Aires, Buenos Aires, Argentina.
Claire VanlemmensHepatology Unit, Hôpital Jean Minjoz, Besançon, France.
Stefano FagiuoliGastroenterology, Hepatology and Transplantation, Papa Giovanni XXIII Hospital, Bergamo, Italy.
Patrizia BurraMultivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padova University Hospital, Padua, Italy.
Hans Van VlierbergheDepartment of Hepatology and Gastroenterology, Ghent University Hospital, Ghent, Belgium.
Daniel CherquiHospital Paul Brousse, University of Paris, Paris, France.
Quirino LaiGeneral Surgery and Organ Transplantation Unit, Sapienza University of Rome, Rome, Italy.
Marcelo SilvaHospital Universitario Austral, School of Medicine, Austral University, Buenos Aires, Argentina.
Fernando RubinsteinInstituto de Efectividad Clínica y Sanitaria (IECS), Buenos Aires, Argentina.
Christophe DuvouxHospital Henri Mondor, University of Paris-Est, Creteil, France.
French-Italian-Belgium and Latin American collaborative group for HCC and liver transplantation

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background & Aims: Patients with hepatocellular carcinoma (HCC) are selected for liver transplantation (LT) based on pre-LT imaging ± alpha-foetoprotein (AFP) level, but discrepancies between pre-LT tumour assessment and explant are frequent. Our aim was to design an explant-based recurrence risk reassessment score to refine prediction of recurrence after LT and provide a framework to guide post-LT management. Methods: Adult patients who underwent transplantation between 2000 and 2018 for HCC in 47 centres were included. A prediction model for recurrence was developed using competing-risk regression analysis in a European training cohort (TC; n = 1,359) and tested in a Latin American validation cohort (VC; n=1,085). Results: In the TC, 76.4% of patients with HCC met the Milan criteria, and 89.9% had an AFP score of ≤2 points. The recurrence risk reassessment (R3)-AFP model was designed based on variables independently associated with recurrence in the TC (with associated weights): ≥4 nodules (sub-distribution of hazard ratio [SHR] = 1.88, 1 point), size of largest nodule (3-6 cm: SHR = 1.83, 1 point; >6 cm: SHR = 5.82, 5 points), presence of microvascular invasion (MVI; SHR = 2.69, 2 points), nuclear grade >II (SHR = 1.20, 1 point), and last pre-LT AFP value (101-1,000 ng/ml: SHR = 1.57, 1 point; >1,000 ng/ml: SHR = 2.83, 2 points). Wolber's c-index was 0.76 (95% CI 0.72-0.80), significantly superior to an R3 model without AFP (0.75; 95% CI 0.72-0.79; Conclusions: The R3 score including the last pre-LT AFP value (R3-AFP score) provides a user-friendly, standardised framework to design post-LT surveillance strategies, protocols, or adjuvant therapy trials for HCC not limited to the Milan criteria. Clinical Trials Registration: NCT03775863. Lay summary: Considering discrepancies between pre-LT tumour assessment and explant are frequent, reassessing the risk of recurrence after LT is critical to further refine the management of patients with HCC. In a large and international cohort of patients who underwent transplantation for HCC, we designed and validated the R3-AFP model based on variables independently associated with recurrence post-LT (number of nodules, size of largest nodule, presence of MVI, nuclear grade, and last pre-LT AFP value). The R3-AFP model including last available pre-LT AFP value outperformed the original R3 model only based on explant features. The final R3-AFP scoring system provides a robust framework to design post-LT surveillance strategies, protocols, or adjuvant therapy trials, irrespective of criteria used to select patients with HCC for LT.

Indexed as

AFP, alpha-foetoproteinExplants pathologyHBV, hepatitis B virusHCC, hepatocellular carcinomaHCV, hepatitis C virusLiver cancerLiver transplantationLT, liver transplantationMVI, microvascular invasionPredictionR3, recurrence risk reassessmentRecurrenceRETREAT, Risk Estimation of Tumour Recurrence After TransplantSHR, sub-distribution of hazard ratioTC, test cohortTTR, time to recurrenceVC, validation cohort

Identifiers

PMID35360522
PMCPMC8961219

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.