ArticleBMC cancer2023
Combination of alpha-fetoprotein and neutrophil-to-lymphocyte ratio to predict treatment response and survival outcomes of patients with unresectable hepatocellular carcinoma treated with immune checkpoint inhibitors.
Article in BMC cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 15 citations in OpenAlex.
- Targeting neutrophil-driven immunosuppression: A strategy to overcome immune checkpoint inhibitor resistance.Clinical and translational medicine · 2026Review
- Overcoming immune resistance in hepatocellular carcinoma: insights into mechanisms, predictive factors, and interventional strategies.Frontiers in immunology · 2026Review
- Post-TARE Survival Outcomes in Hepatocellular Carcinoma: Influence of Pre-TARE Immunotherapy and Targeted Therapy in a Real-World Cohort.Journal of hepatocellular carcinoma · 2026Article
- Mediation and prognostic value of apparent diffusion coefficient in HCC patients receiving immune checkpoint inhibitors.Insights into imaging · 2025Article
- Noninvasive prediction of the clinical benefit of immunotherapy in hepatocellular carcinoma.Journal of gastroenterology · 2025Review
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- 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
- Dynamic changes in serum alpha-fetoprotein predict prognosis in hepatocellular carcinoma treated with immune checkpoint inhibitors: a systematic review and meta-analysis.Therapeutic advances in gastroenterology · 2025Article
- Early PIVKA-II Response Associated with Treatment Efficacy and Survival Outcomes for Patients with Advanced Hepatocellular Carcinoma Receiving Immune Checkpoint Inhibitors and Targeted Therapy.Journal of hepatocellular carcinoma · 2025Article
- Evaluating the impact of treatment sequencing on outcomes in hepatocellular carcinoma: a comparative analysis of TACE and systemic therapies.Clinical and experimental medicine · 2024Article
- Bioengineered Organoids Offer New Possibilities for Liver Cancer Studies: A Review of Key Milestones and Challenges.Bioengineering (Basel, Switzerland) · 2024Review
- Prognostic value of nutritional and inflammatory markers in patients with hepatocellular carcinoma who receive immune checkpoint inhibitors.Oncology letters · 2023Article
- The Safety and Efficacy of Hepatic Arterial Infusion Chemotherapy Combined with PD-(L)1 Inhibitors and Molecular Targeted Therapies for the Treatment of Intermediate and Advanced Hepatocellular Carcinoma Unsuitable for Transarterial Chemoembolization.Journal of hepatocellular carcinoma · 2023Article
- Partial Splenic Embolization for Portal Hypertension Exacerbation During Atezolizumab/Bevacizumab Combination Therapy in Unresectable Hepatocellular Carcinoma.In vivo (Athens, Greece)Article
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10 authors at 1 institution in 1 country.
Funding
Abstract
backgroundImmune-checkpoint inhibitors (ICIs) have revolutionized the treatment of hepatocellular carcinoma (HCC). However, long-term survival outcomes and treatment response of HCC patients undergoing immunotherapy is unpredictable. The study aimed to evaluate the role of alpha-fetoprotein (AFP) combined with neutrophil-to-lymphocyte ratio (NLR) to predict the prognosis and treatment response of HCC patients receiving ICIs.
methodsPatients with unresectable HCC who received ICI treatment were included. The HCC immunotherapy score was developed from a retrospective cohort at the Eastern Hepatobiliary Surgery Hospital to form the training cohort. The clinical variables independently associated with overall survival (OS) were identified using univariate and multivariate Cox regression analysis. Based on multivariate analysis of OS, a predictive score based on AFP and NLR was constructed, and patients were stratified into three risk groups according to this score. The clinical utility of this score to predict progression-free survival (PFS) and differentiate objective response rate (ORR) and disease control rate (DCR) was also performed. This score was validated in an independent external validation cohort at the First Affiliated Hospital of Wenzhou Medical University.
resultsBaseline AFP ≤ 400 ng/ml (hazard ratio [HR] 0.48; 95% CI, 0.24-0.97; P = 0.039) and NLR ≤ 2.77 (HR 0.11; 95% CI, 0.03-0.37; P<0.001) were found to be independent risk factors of OS. The two labolatory values were used to develop the score to predict survival outcomes and treatment response in HCC patients receiving immunotherapy, which assigned 1 point for AFP > 400 ng/ml and 3 points for NLR > 2.77. Patients with 0 point were classified as the low-risk group. Patients with 1-3 points were categorized as the intermediate-risk group. Patients with 4 points were classified as the high-risk group. In the training cohort, the median OS of the low-risk group was not reached. The median OS of the intermediate-risk group and high-risk group were 29.0 (95% CI 20.8-37.3) months and 16.0 (95% CI 10.8-21.2) months, respectively (P < 0.001). The median PFS of the low-risk group was not reached. The median PFS of the intermediate-risk group and high-risk group were 14.6 (95% CI 11.3-17.8) months and 7.6 (95% CI 3.6-11.7) months, respectively (P < 0.001). The ORR and DCR were highest in the low-risk group, followed by the intermediate-risk group and the high-risk group (P < 0.001, P = 0.007, respectively). This score also had good predictive power using the validation cohort.
conclusionThe HCC immunotherapy score based on AFP and NLR can predict survival outcomes and treatment response in patients receiving ICI treatments, suggesting that this score could serve as a useful tool for identification of HCC patients likely to benefit from immunotherapy.
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