ArticleJHEP reports : innovation in hepatology2022
R3-AFP score is a new composite tool to refine prediction of hepatocellular carcinoma recurrence after liver transplantation.
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.
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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.
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.
Evaluation of the AFP Model in Predicting Recurrence of Hepatocellular Carcinoma After Liver Transplantation in Patients Without Microvascular Invasion.
Who cites it
20 citing papers in PubMed.
- Feasibility and Effectiveness of Liver Transplantation following Immunotherapy in Patients with Hepatocellular Carcinoma.Liver cancer · 2025Article
- Screening for Hepatocellular Carcinoma Recurrence After Liver Transplantation: Prospective Validation of Binary Criteria.Cancer medicine · 2025Article
- A prospective multicenter validation of RETREAT for posttransplantation HCC recurrence prediction.Hepatology (Baltimore, Md.) · 2025Article
- Dual tissue mRNA and serum protein signatures improve risk stratification in hepatocellular carcinoma.NPJ precision oncology · 2025Article
- Explant-based prognostic models for hepatocellular carcinoma recurrence after liver transplantation: A systematic review and meta-analysis.World journal of hepatology · 2025Article
- Recurrence of Hepatocellular Carcinoma After Liver Transplantation: The Blind Spot of HCC Management.United European gastroenterology journal · 2025Review
- Article
- New Scenarios in Liver Transplantation for Hepatocellular Carcinoma.Liver international : official journal of the International Association for the Study of the Liver · 2025Review
- Hepatocellular carcinoma recurrence after liver transplant: An Australian single-centre study.World journal of transplantation · 2025Article
- 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 · 2025Article
- [Hepatocellular carcinoma (HCC)].Medecine tropicale et sante internationale · 2024Review
- Predicting Microvascular Invasion in Liver Transplant Recipients for Hepatocellular Carcinoma.Cureus · 2024Article
- Review
- Liver Transplantation for Hepatocarcinoma: Results over Two Decades of a Transplantation Programme and Analysis of Factors Associated with Recurrence.Biomedicines · 2024Article
- Alpha-fetoprotein: Past, present, and future.Hepatology communications · 2024Review
- Impact of Pre-Liver Transplant Treatments on the Imaging Accuracy of HCC Staging and Their Influence on Outcomes.Cancers · 2024Article
- Liver transplantation for hepatocellular carcinoma: a proposal for including preoperative serological indicators improves the Milan criteria expanded.Translational gastroenterology and hepatology · 2024Article
- Therapeutic Approach to Post-Transplant Recurrence of Hepatocellular Carcinoma: Certainties and Open Issues.Cancers · 2023Review
- Current status and prospect of treatments for recurrent hepatocellular carcinoma.World journal of hepatology · 2023Review
- Different Models to Predict the Risk of Recurrent Hepatocellular Carcinoma in the Setting of Liver Transplantation.Cancers · 2022Review
Corrections and comments
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Authors and funding
27 authors.
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No grant is acknowledged in the PubMed record.
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.
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