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

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dc.contributor.author박영년-
dc.date.accessioned2025-02-03T09:14:43Z-
dc.date.available2025-02-03T09:14:43Z-
dc.date.issued2024-10-
dc.identifier.issn2287-2728-
dc.identifier.urihttps://ir.ymlib.yonsei.ac.kr/handle/22282913/202320-
dc.description.abstractBackground/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. Conclusion: 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.-
dc.description.statementOfResponsibilityopen-
dc.languageEnglish-
dc.publisherKorean Association for the Study of the Liver-
dc.relation.isPartOfCLINICAL AND MOLECULAR HEPATOLOGY-
dc.rightsCC BY-NC-ND 2.0 KR-
dc.subject.MESHAged-
dc.subject.MESHAntibodies, Monoclonal, Humanized* / therapeutic use-
dc.subject.MESHAntineoplastic Combined Chemotherapy Protocols* / therapeutic use-
dc.subject.MESHBevacizumab* / therapeutic use-
dc.subject.MESHBiomarkers, Tumor* / genetics-
dc.subject.MESHBiomarkers, Tumor* / metabolism-
dc.subject.MESHCarcinoma, Hepatocellular* / drug therapy-
dc.subject.MESHCarcinoma, Hepatocellular* / genetics-
dc.subject.MESHCarcinoma, Hepatocellular* / pathology-
dc.subject.MESHCarcinoma, Hepatocellular* / therapy-
dc.subject.MESHFemale-
dc.subject.MESHHumans-
dc.subject.MESHImmunotherapy-
dc.subject.MESHLiver Neoplasms* / drug therapy-
dc.subject.MESHLiver Neoplasms* / pathology-
dc.subject.MESHLiver Neoplasms* / therapy-
dc.subject.MESHMale-
dc.subject.MESHMiddle Aged-
dc.subject.MESHNivolumab / therapeutic use-
dc.subject.MESHSorafenib / therapeutic use-
dc.titleGenomic biomarkers to predict response to atezolizumab plus bevacizumab immunotherapy in hepatocellular carcinoma: Insights from the IMbrave150 trial-
dc.typeArticle-
dc.contributor.collegeCollege of Medicine (의과대학)-
dc.contributor.departmentDept. of Pathology (병리학교실)-
dc.contributor.googleauthorSun Young Yim-
dc.contributor.googleauthorSung Hwan Lee-
dc.contributor.googleauthorSeung-Woo Baek-
dc.contributor.googleauthorBohwa Sohn-
dc.contributor.googleauthorYun Seong Jeong-
dc.contributor.googleauthorSang-Hee Kang 5, Kena Park-
dc.contributor.googleauthorHyewon Park-
dc.contributor.googleauthorSunyoung S Lee-
dc.contributor.googleauthorAhmed O Kaseb-
dc.contributor.googleauthorYoung Nyun Park-
dc.contributor.googleauthorSun-Hee Leem-
dc.contributor.googleauthorMichael A Curran-
dc.contributor.googleauthorJi Hoon Kim-
dc.contributor.googleauthorJu-Seog Lee-
dc.identifier.doi10.3350/CMH.2024.0333-
dc.contributor.localIdA01563-
dc.relation.journalcodeJ00557-
dc.identifier.eissn2287-285X-
dc.identifier.pmid39038962-
dc.subject.keywordAtezolizumab-
dc.subject.keywordBevacizumab-
dc.subject.keywordHepatocellular carcinoma-
dc.subject.keywordImmunotherapy-
dc.subject.keywordTranscriptome-
dc.contributor.alternativeNamePark, Young Nyun-
dc.contributor.affiliatedAuthor박영년-
dc.citation.volume30-
dc.citation.number4-
dc.citation.startPage807-
dc.citation.endPage823-
dc.identifier.bibliographicCitationCLINICAL AND MOLECULAR HEPATOLOGY, Vol.30(4) : 807-823, 2024-10-
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Pathology (병리학교실) > 1. Journal Papers

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