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ORIGINAL RESEARCH article

Front. Immunol.

Sec. Inflammation

Volume 16 - 2025 | doi: 10.3389/fimmu.2025.1648248

This article is part of the Research TopicLiver Diseases – From Pathophysiology to New Treatment OptionsView all articles

Development of a novel prognostic score for 1-year survival in immunotherapy-treated patients with unresectable HCC: The ALIVE-IO score

Provisionally accepted
Spyridon  PantziosSpyridon Pantzios1Orestis  SidiropoulosOrestis Sidiropoulos1Antonia  SyrihaAntonia Syriha1Nikolaos  PtohisNikolaos Ptohis2Ioannis  SkourasIoannis Skouras3Evgenia  MaintaEvgenia Mainta3Dimitris  P KorkolisDimitris P Korkolis4Nikolaos  MachairasNikolaos Machairas5Georgios C.  SotiropoulosGeorgios C. Sotiropoulos5Ioannis  ElefsiniotisIoannis Elefsiniotis1*
  • 1Academic Department of Internal Medicine-Hepatogastroenterology Unit, General Oncology Hospital of Kifisia “Agioi Anargyroi”, National and Kapodistrian University of Athens, Athens, Greece, Athens, Greece
  • 2Department of Interventional Radiology, “G. Gennimatas” General Hospital of Athens, Athens, Greece, Athens, Greece
  • 3Department of Radiology, General Oncology Hospital of Athens “Agioi Anargyroi”, Athens, Greece, Athens, Greece
  • 4Department of Surgery, “Saint Savvas” Hellenic Anticancer Hospital of Athens, Athens, Greece, Athens, Greece
  • 5Department of Liver Transplantation and Hepatobiliary Surgery, National and Kapodistrian University of Athens, Athens, Greece, Athens, Greece

The final, formatted version of the article will be published soon.

Background: There is a lack in reliable and widely used prognostic scores to predict survival in patients with hepatocellular carcinoma (HCC) receiving immunotherapy. The aim of our study was to develop a prognostic score that could predict 1-year OS in patients with unresectable HCC receiving immunotherapy. Methods: We studied 100 patients who received 1 st line immunotherapy. We did a univariate cox regression analysis to assess which of the patients' baseline characteristics was associated with OS. Factors strongly associated with OS were used in the multivariate model and their B coefficients were used to produce a normalized score (ALIVE-IO score) that could predict 1-year OS. Internal validation was done using ROC analysis and 10-fold cross-validation. Then, we separated our patients in three risk groups (low, intermediate, high) based on the new score and studied them for their baseline characteristics, response to immunotherapy and OS. Results: In univariate analysis, significant correlation with OS was found for ALBI grade (p<0.001, HR=2.725), BCLC stage (p=0.031, HR=1.809), macrovascular invasion (p<0.001, HR=2.587), up-to-7 criteria (p<0.001, HR=0.218) and lymphocyte infiltration (p=0.005, HR=0.485). In the multivariate analysis, three factors were significantly correlated with OS; ALBI grade (grade II vs. I, p=0.025, HR=1.946), up-to-7 criteria (beyond vs. within, p=0.001, HR=3.506) and lymphocyte infiltration (no vs. yes, p=0.016, HR=1.889). The ALIVE-IO score was calculated with the contribution of 1 point for ALBI grade II, 2 points for exceeding up-to-7 criteria and 1 point for absence of lymphocyte infiltration. The score had an AUROC of 0.755 for 1-year OS, with 75% sensitivity and 65.4% specificity. We established three risk groups; low (ALIVE-IO: 0-1), intermediate (ALIVE-IO: 2-3) and high (ALIVE-IO: 4). Objective response was reported in 34.8% of patients in the low risk group, compared to 18.5% in intermediate and 4.3% in high risk patients (p=0.031). The median OS of the three groups was 41, 12 and 3 months, respectively (p<0.001). The 1-year OS was 80%, 41% and 16, respectively. Conclusion: The ALIVE-IO score is a promising tool for predicting 1-year OS in HCC patients undergoing immunotherapy using common laboratory, imaging and histological data frequently used in everyday clinical practice.

Keywords: HCC, Immunotherapy, Prognostic score, ALIVE-IO score, AlBi, Up-to-7 criteria, lymphocyte infiltration

Received: 16 Jun 2025; Accepted: 07 Aug 2025.

Copyright: © 2025 Pantzios, Sidiropoulos, Syriha, Ptohis, Skouras, Mainta, Korkolis, Machairas, Sotiropoulos and Elefsiniotis. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Ioannis Elefsiniotis, Academic Department of Internal Medicine-Hepatogastroenterology Unit, General Oncology Hospital of Kifisia “Agioi Anargyroi”, National and Kapodistrian University of Athens, Athens, Greece, Athens, Greece

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