ArticleHepatology international2023
Development and validation of a modified albumin-bilirubin grade and α-fetoprotein score (mALF score) for hepatocellular carcinoma patients receiving atezolizumab and bevacizumab.
Article in Hepatology international, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Cost-Effectiveness Analysis of Camrelizumab Plus Rivoceranib Versus Sorafenib as a First-Line Therapy for Unresectable Hepatocellular Carcinoma in the Chinese Health Care System.Clinical drug investigation · 2024Trial
- Performance of risk models in predicting outcomes of atezolizumab and bevacizumab therapy.Journal of gastroenterology · 2026Article
- Validation of the Up7-ALBI Score for Prognostication in Unresectable Hepatocellular Carcinoma Treated with Atezolizumab Plus Bevacizumab.Journal of hepatocellular carcinoma · 2026Article
- Radiomics-based prediction of HCC response to atezolizumab/bevacizumab.Oncology letters · 2025Article
- Noninvasive prediction of the clinical benefit of immunotherapy in hepatocellular carcinoma.Journal of gastroenterology · 2025Review
- Prognostic Impact of the Pathologic Response of Patients with Hepatocellular Carcinoma After Preoperative Treatments.Annals of surgical oncology · 2025Article
- Alpha-fetoprotein combined with initial tumor shape irregularity in predicting the survival of patients with advanced hepatocellular carcinoma treated with immune-checkpoint inhibitors: a retrospective multi-center cohort study.Journal of gastroenterology · 2025Article
- Risk of Bleeding in Hepatocellular Carcinoma Patients Treated with Atezolizumab/Bevacizumab: A Systematic Review and Meta-Analysis.Liver cancer · 2024Review
- CRAFITY score as a predictive marker for refractoriness to atezolizumab plus bevacizumab therapy in hepatocellular carcinoma: a multicenter retrospective study.Journal of gastroenterology · 2024Article
- Predictive Biomarkers of Immune Checkpoint Inhibitor-Based Mono- and Combination Therapies for Hepatocellular Carcinoma.Journal of Cancer · 2024Review
- Reply to: "developing real‑world prognostic models for patients with advanced hepatocellular carcinoma: CRAFITY, mALF and beyond".Hepatology international · 2023Article
- Predicting Outcomes of Atezolizumab and Bevacizumab Treatment in Patients with Hepatocellular Carcinoma.International journal of molecular sciences · 2023Review
- Review
- Prognostic Biomarkers for Hepatocellular Carcinoma Patients Treated With Atezolizumab plus Bevacizumab Combination Therapy.Cancer control : journal of the Moffitt Cancer CenterReview
Corrections and comments
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- Erratum issued
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40 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimPredicting the survival of hepatocellular carcinoma (HCC) patients receiving atezolizumab and bevacizumab (Atez/bev) remains a challenge. This study aims to validate the modified albumin-bilirubin grade and α-fetoprotein score (mALF score).
methodsThis retrospective, multicenter study included 426 HCC patients receiving Atez/Bev. Each patient was randomized 3:2 to a training set (n = 255) and a validation set (n = 171). We investigated prognostic factors in the training set and developed an easily applicable mALF score, which was evaluated in the validation set.
resultsWe built the mALF score using baseline mALBI grade 2b or 3 (HR 2.36, 95% CI 1.37-4.05, p = 0.002) and α-fetoprotein ≥ 100 ng/ml (HR 2.61, 95% CI 1.49-4.55, p < 0.001), which were identified as unfavorable prognostic factors in a multivariate analysis. The 1-year OS rates were 82.7% (95% CI 68.9-90.8) in patients who meet neither of the criteria (mALF 0 points, n = 101), 61.7% (95% CI 44.5-74.9) in patients who meet either of the two criteria (mALF 1 point, n = 109), and 24.6% (95% CI 9.0-44.3) in patients who meet both criteria (mALF 2 points, n = 45); the difference was statistically significant (p < 0.001). The median PFS in patients with mALF 0, 1, and 2 points was 9.5 months (95% CI 4.3-NA), 6.6 months (95% CI 6.0-8.0), and 3.8 months (95% CI 3.0-5.2), respectively, which amounted to a significant difference (p < 0.001). These results were confirmed in the validation set (1-year OS rates, 0/1/2 points = 94.2%/62.1%/46.3%, p < 0.001; median PFS, 0/1/2 points = 9.3/6.7/4.7 months, p = 0.018).
conclusionThe mALF score can reliably predict the prognosis of HCC patients receiving Atez/Bev.
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