Defining safe thresholds for risk-adapted surveillance after liver transplantation for hepatocellular carcinoma
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Updated: May 2, 2026

A Three-Dimensional Spheroid Model to Investigate the Tumor-Stromal Interaction in Hepatocellular Carcinoma
Published on: September 30, 2021
Pedro Robson Costa Passos1, Danilo Dias Avancini Viana2, Gabriel Gomes de Araújo Chollet2
1Center of Research and Drug Development (NPDM), Federal University of Ceara, Fortaleza, Ceara, Brazil; Department of Surgery, Federal University of Ceara, Fortaleza, Ceara, Brazil.
Background:
Recurrence of hepatocellular carcinoma (HCC) after liver transplantation (LT) is a major concern, but it is unclear whether existing models can safely "rule out" patients from intensive imaging strategies.
Methods:
We retrospectively studied 493 LT recipients transplanted for HCC (2002-2023). Competing-risk Fine-Gray regression with bootstrap stability selection was used to derive an illustrative score and compared with established models. Rule-out performance was evaluated by 5-year cumulative incidence. Decision curve analysis (DCA) and surveillance simulations quantified trade-offs between CT scans saved and recurrences missed under reduced protocols.
Results:
Our model identified total tumor diameter, microvascular invasion, satellite nodules, and log(AFP) as stable predictors. DCA showed all models outperformed uniform surveillance only when 5-year recurrence exceeded 4%, with 7.5% as the upper acceptable threshold. Within this range, low-risk groups across models had 5-year recurrence risks of 2.5-5.7%. Reduced-intensity strategies could save 160-856 CTs per 100 patients while missing ≤1 recurrence with semiannual or annual two-year protocols. Cost-benefit analysis supported 4-7.5% as the optimal threshold. False negatives were uncommon (n = 13), with only two patients misclassified by all models.
Conclusions:
Widely used models can identify patients suitable for reduced surveillance, though none delineated a true "no-screening" group.
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