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The METAL Score for Early Stratification of Radiological Response and Survival in Hepatocellular Carcinoma Treated with TACE and Immunotherapy Combinations.

Academic radiology 2026 Vol.33(1) p. 47-58

Chen Q, Lin LW, Jin ZC, Xiong B, Hu HT, Chen JJ, Zhou GH, Zhou HF, Ding R, Zhu XL, Huang M, Shi HB, Zhao ZW, Ji JS, Yang WZ, Xu GH, Xu AB, Hu ZC, Wang WD, Zhao C, Zhu HD, Teng GJ

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[RATIONALE AND OBJECTIVES] To develop and validate a prognostic stratification tool for patients with unresectable hepatocellular carcinoma (uHCC) receiving transarterial chemoembolization (TACE) comb

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  • 표본수 (n) 378
  • p-value p<0.001

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BibTeX ↓ RIS ↓
APA Chen Q, Lin LW, et al. (2026). The METAL Score for Early Stratification of Radiological Response and Survival in Hepatocellular Carcinoma Treated with TACE and Immunotherapy Combinations.. Academic radiology, 33(1), 47-58. https://doi.org/10.1016/j.acra.2025.10.027
MLA Chen Q, et al.. "The METAL Score for Early Stratification of Radiological Response and Survival in Hepatocellular Carcinoma Treated with TACE and Immunotherapy Combinations.." Academic radiology, vol. 33, no. 1, 2026, pp. 47-58.
PMID 41188158

Abstract

[RATIONALE AND OBJECTIVES] To develop and validate a prognostic stratification tool for patients with unresectable hepatocellular carcinoma (uHCC) receiving transarterial chemoembolization (TACE) combined with targeted and immunotherapy (triple therapy).

[MATERIALS AND METHODS] This multicenter retrospective study included uHCC patients treated with first-line triple therapy at 13 tertiary hospitals from December 2018 to August 2023. A prognostic score was developed (n=378) based on multivariate Cox regression and validated in an external cohort (n=148). Radiological response and overall survival (OS) were assessed across different risk strata. Score performance was compared to existing prognostic models and further evaluated in a separate cohort receiving systemic therapy without TACE (n=232).

[RESULTS] A three-variable score (METAL) integrating metastatic burden, alpha-fetoprotein, and albumin-bilirubin grade was developed. Median OS for low-, intermediate-, and high-risk groups was 30.8, 25.2, and 11.6 months in the derivation cohort, and 34.6, 23.0, and 14.8 months in the external validation cohort, respectively (all p<0.001). In both cohorts, confirmed objective response rates (ORR) also declined progressively across risk strata (all p<0.001). The current score was superior to existing TACE- or immunotherapy-related models, with higher discrimination and lower prediction error (C-index, 0.70 and 0.70; integrated Brier score, 0.140 and 0.122 in the derivation and validation cohorts, respectively). The METAL-low score successfully identified a subgroup achieving significantly longer OS (32.6 vs. 23.8 months; p=0.034) and higher ORR (77.2% vs. 48.1%; p<0.001) with triple therapy compared to systemic therapy alone.

[CONCLUSION] The proposed METAL score enables early identification of ideal uHCC candidates most likely to benefit from triple therapy.

MeSH Terms

Humans; Carcinoma, Hepatocellular; Liver Neoplasms; Chemoembolization, Therapeutic; Male; Female; Retrospective Studies; Immunotherapy; Middle Aged; Aged; Combined Modality Therapy; Prognosis; Treatment Outcome

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