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April 27, 2026Frontiers in Immunology0 citationsOpen Access

The SAGES scoring model leads to personalized treatment via the combination of TACE, TKIs and ICIs for unresectable hepatocellular carcinoma

HLHesheng LinXWXueyao WangJZJianHong Zhong

Key Points

  • This study aims to evaluate the prognoses of patients with unresectable hepatocellular carcinoma receiving triple therapy and develop a scoring model for treatment personalization.
  • Multicenter retrospective study with 270 uHCC patients receiving first-line triple therapy across 20 centers.
  • Patients divided into training (n=190) and validation (n=80) cohorts; treatment responses assessed by mRECIST and safety evaluated using NCI-CTCAE v5.0.
  • Cox proportional hazards regression identified factors for overall survival; SAGES score developed and validated using Kaplan-Meier curves and AUC analysis.
  • In the training cohort, the objective response rate was 47.9% with a disease control rate of 63.2%.
  • Median progression-free survival was 15.9 months; 3-year overall survival and progression-free survival rates were 52.2% and 30.7%, respectively.
  • The SAGES score stratified patients effectively, with AUCs of 0.78 for the training cohort and 0.75 for the validation cohort, indicating high discriminative ability.

Abstract

Background and aims Transcatheter chemoembolization (TACE) combined with tyrosine kinase inhibitors (TKIs) and immune checkpoint inhibitors (ICIs) shows promising efficacy in treating unresectable hepatocellular carcinoma (uHCC), but the specific patient population that would benefit most from this regimen remains unclear. This study aims to evaluate the prognoses of uHCC patients receiving triple therapy and develop a practical prognostic scoring model to identify those with the best beneficial. Methods This multicenter retrospective study enrolled 270 uHCC patients who received first-line triple therapy across 20 centers. These participants were divided into the training (n=190) and external validation (n=80) cohorts. Treatment response was assessed by the modified Response Evaluation Criteria in Solid Tumors (mRECIST), and safety was evaluated via treatment-related adverse events (TRAEs) using National Cancer Institute Common Terminology Criteria for Adverse Events version 5.0 (NCI-CTCAE v5.0). Cox proportional hazards regression was used to identify independent prognostic factors for overall survival, which were utilized to develop the SAGES score; Kaplan-Meier curves and area under the receiver operating characteristic curve (AUC) were employed to validate the model’s performance. Results In the training cohort, the objective response rate was 47.9% and disease control rate was 63.2%. The median progression-free survival was 15.9 months, with 3-year overall survival and progression-free survival rates of 52.2% and 30.7%, respectively. Independent prognostic factors for poor overall survival included albumin-bilirubin grade 2–3, alpha-fetoprotein ≥400 ng/mL, maximum tumor size ≥8 cm, presence of extrahepatic metastasis, and absence of conversion surgery. Integrating these five factors, the SAGES score effectively stratified patients into low- (0–3 points), intermediate- (4–7 points), and high-risk (8–10 points) groups with significantly divergent survival outcomes in both cohorts (all p0.001). The model exhibited robust discriminative ability, with AUCs of 0.78 in the training cohort and 0.75 in the validation cohort, outperforming individual prognostic factors. Conclusion Triple therapy showed promising clinical outcomes and the SAGES score provides reliable prognostic stratification and facilitates personalized treatment decisions for uHCC patients receiving this triple regimen.

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Cite This Study

Lin et al. (2026) studied this question.

synapsesocial.com/papers/69eefc23fede9185760d34dehttps://doi.org/10.3389/fimmu.2026.1802427
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