Genomic biomarkers to predict response to atezolizumab plus bevacizumab immunotherapy in hepatocellular carcinoma: Insights from the IMbrave150 trial

  • Sun Young Yim
  • , Sung Hwan Lee
  • , Seung Woo Baek
  • , Bohwa Sohn
  • , Yun Seong Jeong
  • , Sang Hee Kang
  • , Kena Park
  • , Hyewon Park
  • , Sunyoung S. Lee
  • , Ahmed O. Kaseb
  • , Young Nyun Park
  • , Sun Hee Leem
  • , Michael A. Curran
  • , Ji Hoon Kim
  • , Ju Seog Lee*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Background/Aims: Combination immunotherapy, exemplified by atezolizumab plus bevacizumab, has become the standard of care for inoperable hepatocellular carcinoma (HCC). However, the lack of predictive biomarkers and limited understanding of response mechanisms remain a challenge. Methods: Using data from the IMbrave150plus cohort, we applied an immune signature score (ISS) predictor to stratify HCC patients treated with atezolizumab plus bevacizumab or with sorafenib alone into potential high and low response groups. By applying multiple statistical approaches including a Bayesian covariate prediction algorithm, we refined the signature to 10 key genes (ISS10) for clinical use while maintaining similar predictive power to the full model. We further validated ISS10 in an independent HCC cohort treated with nivolumab plus ipilimumab. Results: The study identified a significant association between the ISS and treatment response. Among patients classified as high responders, those treated with the atezolizumab plus bevacizumab combination exhibited improved overall and progression-free survival as well as better objective response rate compared to those treated with sorafenib. We also observed a significant correlation between ISS10 and response to nivolumab plus ipilimumab treatment. Analysis of immune cell subpopulations revealed distinct characteristics associated with ISS subtypes. In particular, the ISS10 high subtype displayed a more favorable immune environment with higher proportions of antitumor macrophages and activated T-cells, potentially explaining its better response. Conclusions: Our study suggests that ISS and ISS10 are promising predictive biomarkers for enhanced therapeutic outcomes in HCC patients undergoing combination immunotherapy. These markers are crucial for refining patient stratification and personalized treatment approaches to advance the effectiveness of standard-of-care regimens. (Clin Mol Hepatol 2024;30:807-823).

Original languageEnglish
Pages (from-to)807-823
Number of pages17
JournalClinical and Molecular Hepatology
Volume30
Issue number4
DOIs
Publication statusPublished - 2024 Oct

Bibliographical note

Publisher Copyright:
© 2024 by Korean Association for the Study of the Liver.

Keywords

  • Atezolizumab
  • Bevacizumab
  • Hepatocellular carcinoma
  • Immunotherapy
  • Transcriptome

ASJC Scopus subject areas

  • Hepatology
  • Molecular Biology

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