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Inflamed and non-inflamed classes of HCC: a revised immunogenomic classification
by
Mesropian, Agavni
, Haber, Philipp K
, Mazzaferro, Vincenzo
, Friedman, Scott L
, Sia, Daniela
, Taivanbaatar, Erdenebileg
, Villanueva, Augusto
, Llovet, Josep M
, Solé Arqués, Manel
, Pinyol, Roser
, Chinbold, Enkhbold
, Puigvehi, Marc
, Neely, Jaclyn
, Schwartz, Myron
, Roayaie, Sasan
, Torres-Martin, Miguel
, Uzilov, Andrew
, Leow, Wei Qiang
, Castet, Florian
, Maeda, Miho
, Chinburen, Jigjidsuren
, Donovan, Michael
, Wang, Huan
, Taik, Patricia
, Montironi, Carla
, Thung, Swan
, Anderson, Jeffrey
, Torrens, Laura
, Harrod, Elizabeth
in
Biomarkers
/ Biopsy
/ Cancer therapies
/ Carcinoma, Hepatocellular - pathology
/ Cytolytic activity
/ DNA Methylation
/ Gene amplification
/ Genomes
/ Genomics
/ Hepatitis B
/ Hepatitis C
/ Hepatocellular carcinoma
/ Hepatology
/ Humans
/ Immune response
/ Immune system
/ Immunofluorescence
/ Immunohistochemistry
/ Immunotherapy
/ Inflammation
/ Interferon
/ Interferons
/ Liver cancer
/ liver immunology
/ Liver Neoplasms - pathology
/ Lymphocytes T
/ molecular oncology
/ Mutation
/ p53 Protein
/ Signal transduction
/ T cell receptors
/ Tumors
/ Wnt protein
/ Wnt Signaling Pathway - genetics
2023
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Inflamed and non-inflamed classes of HCC: a revised immunogenomic classification
by
Mesropian, Agavni
, Haber, Philipp K
, Mazzaferro, Vincenzo
, Friedman, Scott L
, Sia, Daniela
, Taivanbaatar, Erdenebileg
, Villanueva, Augusto
, Llovet, Josep M
, Solé Arqués, Manel
, Pinyol, Roser
, Chinbold, Enkhbold
, Puigvehi, Marc
, Neely, Jaclyn
, Schwartz, Myron
, Roayaie, Sasan
, Torres-Martin, Miguel
, Uzilov, Andrew
, Leow, Wei Qiang
, Castet, Florian
, Maeda, Miho
, Chinburen, Jigjidsuren
, Donovan, Michael
, Wang, Huan
, Taik, Patricia
, Montironi, Carla
, Thung, Swan
, Anderson, Jeffrey
, Torrens, Laura
, Harrod, Elizabeth
in
Biomarkers
/ Biopsy
/ Cancer therapies
/ Carcinoma, Hepatocellular - pathology
/ Cytolytic activity
/ DNA Methylation
/ Gene amplification
/ Genomes
/ Genomics
/ Hepatitis B
/ Hepatitis C
/ Hepatocellular carcinoma
/ Hepatology
/ Humans
/ Immune response
/ Immune system
/ Immunofluorescence
/ Immunohistochemistry
/ Immunotherapy
/ Inflammation
/ Interferon
/ Interferons
/ Liver cancer
/ liver immunology
/ Liver Neoplasms - pathology
/ Lymphocytes T
/ molecular oncology
/ Mutation
/ p53 Protein
/ Signal transduction
/ T cell receptors
/ Tumors
/ Wnt protein
/ Wnt Signaling Pathway - genetics
2023
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Inflamed and non-inflamed classes of HCC: a revised immunogenomic classification
by
Mesropian, Agavni
, Haber, Philipp K
, Mazzaferro, Vincenzo
, Friedman, Scott L
, Sia, Daniela
, Taivanbaatar, Erdenebileg
, Villanueva, Augusto
, Llovet, Josep M
, Solé Arqués, Manel
, Pinyol, Roser
, Chinbold, Enkhbold
, Puigvehi, Marc
, Neely, Jaclyn
, Schwartz, Myron
, Roayaie, Sasan
, Torres-Martin, Miguel
, Uzilov, Andrew
, Leow, Wei Qiang
, Castet, Florian
, Maeda, Miho
, Chinburen, Jigjidsuren
, Donovan, Michael
, Wang, Huan
, Taik, Patricia
, Montironi, Carla
, Thung, Swan
, Anderson, Jeffrey
, Torrens, Laura
, Harrod, Elizabeth
in
Biomarkers
/ Biopsy
/ Cancer therapies
/ Carcinoma, Hepatocellular - pathology
/ Cytolytic activity
/ DNA Methylation
/ Gene amplification
/ Genomes
/ Genomics
/ Hepatitis B
/ Hepatitis C
/ Hepatocellular carcinoma
/ Hepatology
/ Humans
/ Immune response
/ Immune system
/ Immunofluorescence
/ Immunohistochemistry
/ Immunotherapy
/ Inflammation
/ Interferon
/ Interferons
/ Liver cancer
/ liver immunology
/ Liver Neoplasms - pathology
/ Lymphocytes T
/ molecular oncology
/ Mutation
/ p53 Protein
/ Signal transduction
/ T cell receptors
/ Tumors
/ Wnt protein
/ Wnt Signaling Pathway - genetics
2023
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Inflamed and non-inflamed classes of HCC: a revised immunogenomic classification
Journal Article
Inflamed and non-inflamed classes of HCC: a revised immunogenomic classification
2023
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Overview
ObjectiveWe previously reported a characterisation of the hepatocellular carcinoma (HCC) immune contexture and described an immune-specific class. We now aim to further delineate the immunogenomic classification of HCC to incorporate features that explain responses/resistance to immunotherapy.DesignWe performed RNA and whole-exome sequencing, T-cell receptor (TCR)-sequencing, multiplex immunofluorescence and immunohistochemistry in a novel cohort of 240 HCC patients and validated our results in other cohorts comprising 660 patients.ResultsOur integrative analysis led to define: (1) the inflamed class of HCC (37%), which includes the previously reported immune subclass (22%) and a new immune-like subclass (15%) with high interferon signalling, cytolytic activity, expression of immune-effector cytokines and a more diverse T-cell repertoire. A 20-gene signature was able to capture ~90% of these tumours and is associated with response to immunotherapy. Proteins identified in liquid biopsies recapitulated the inflamed class with an area under the ROC curve (AUC) of 0.91; (2) The intermediate class, enriched in TP53 mutations (49% vs 29%, p=0.035), and chromosomal losses involving immune-related genes and; (3) the excluded class, enriched in CTNNB1 mutations (93% vs 27%, p<0.001) and PTK2 overexpression due to gene amplification and promoter hypomethylation. CTNNB1 mutations outside the excluded class led to weak activation of the Wnt-βcatenin pathway or occurred in HCCs dominated by high interferon signalling and type I antigen presenting genes.ConclusionWe have characterised the immunogenomic contexture of HCC and defined inflamed and non-inflamed tumours. Two distinct CTNNB1 patterns associated with a differential role in immune evasion are described. These features may help predict immune response in HCC.
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