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A risk-based post ablation follow-up strategy for hepatocellular carcinoma
Daopeng Yang1, Ke Lin1, Yue Yang1
1Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
JHEP Reports : Innovation in Hepatology
|July 6, 2026
Summary
A new risk-stratified surveillance strategy for hepatocellular carcinoma (HCC) patients after thermal ablation reduces follow-up visits and improves early recurrence detection. This approach optimizes patient care and outcomes compared to fixed guideline schedules.
Area of Science:
- Hepatobiliary Surgery
- Oncology
- Medical Imaging & Diagnostics
Background:
- Hepatocellular carcinoma (HCC) recurrence after thermal ablation necessitates long-term patient surveillance.
- Optimal follow-up strategies for HCC post-ablation remain underexplored, impacting patient management.
Purpose of the Study:
- To develop and validate a risk-stratified surveillance strategy for HCC patients following complete thermal ablation.
- To optimize follow-up schedules, balancing early recurrence detection with patient burden.
Main Methods:
- Retrospective analysis of 1008 patients with complete ablation for initial HCC within Milan criteria.
- Application of the Ranger model for low- and high-risk stratification based on recurrence probability.
- Development and validation of risk-based follow-up schedules using internal bootstrap and external cohorts.
Main Results:
- The Ranger model, using GGT, AFP, age, tumor number, and size, stratified patients into low-risk (≤0.63) and high-risk (>0.63) groups.
- A risk-based strategy proposed 10 visits for low-risk and 12 for high-risk patients, versus 14 for the fixed guideline schedule.
- This strategy reduced delayed detection time (DDT) and total visits, with detailed arrangements available online.
Conclusions:
- Risk-stratified surveillance significantly reduces patient burden and enhances early recurrence detection for HCC post-ablation.
- The proposed strategy offers a valuable, standardized reference for clinicians and patients, improving postoperative management.
- The Ranger model facilitates individualized prognosis estimation and follow-up planning, proving more efficient than current guidelines.
