The METAL Score for Early Stratification of Radiological Response and Survival in Hepatocellular Carcinoma Treated with TACE and Immunotherapy Combinations.
[RATIONALE AND OBJECTIVES] To develop and validate a prognostic stratification tool for patients with unresectable hepatocellular carcinoma (uHCC) receiving transarterial chemoembolization (TACE) comb
- 표본수 (n) 378
- p-value p<0.001
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.
[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
같은 제1저자의 인용 많은 논문 (5)
- ASO Visual Abstract: N-LODDS: A Novel Integrated Lymph Node Staging System Enhancing Prognostic Accuracy in Non-Small-Cell Lung Cancer.
- Pathways and Roadblocks in Navigating Online Cancer Communities: Qualitative Study Among Young Adult Cancer Survivors.
- N-LODDS: A Novel Integrated Lymph Node Staging System Enhancing Prognostic Accuracy in Non-Small-Cell Lung Cancer.
- Neuroimmune circuits in respiratory pathophysiology: decoding molecular crosstalk for precision therapeutic targeting.
- Full spatio-temporal analyses of migration and colonization in evolution-dense 3D mapping of cancer metastases provides new insights.