Cargando…
Classification of primary liver cancer with immunosuppression mechanisms and correlation with genomic alterations
BACKGROUND: The tumor microenvironment can be classified into immunologically active “inflamed” tumors and inactive “non-inflamed” tumors based on the infiltration of cytotoxic immune cells. Previous studies on liver cancer have reported a superior prognosis for inflamed tumors compared to non-infla...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7048625/ https://www.ncbi.nlm.nih.gov/pubmed/32113157 http://dx.doi.org/10.1016/j.ebiom.2020.102659 |
_version_ | 1783502306067611648 |
---|---|
author | Fujita, Masashi Yamaguchi, Rui Hasegawa, Takanori Shimada, Shu Arihiro, Koji Hayashi, Shuto Maejima, Kazuhiro Nakano, Kaoru Fujimoto, Akihiro Ono, Atsushi Aikata, Hiroshi Ueno, Masaki Hayami, Shinya Tanaka, Hiroko Miyano, Satoru Yamaue, Hiroki Chayama, Kazuaki Kakimi, Kazuhiro Tanaka, Shinji Imoto, Seiya Nakagawa, Hidewaki |
author_facet | Fujita, Masashi Yamaguchi, Rui Hasegawa, Takanori Shimada, Shu Arihiro, Koji Hayashi, Shuto Maejima, Kazuhiro Nakano, Kaoru Fujimoto, Akihiro Ono, Atsushi Aikata, Hiroshi Ueno, Masaki Hayami, Shinya Tanaka, Hiroko Miyano, Satoru Yamaue, Hiroki Chayama, Kazuaki Kakimi, Kazuhiro Tanaka, Shinji Imoto, Seiya Nakagawa, Hidewaki |
author_sort | Fujita, Masashi |
collection | PubMed |
description | BACKGROUND: The tumor microenvironment can be classified into immunologically active “inflamed” tumors and inactive “non-inflamed” tumors based on the infiltration of cytotoxic immune cells. Previous studies on liver cancer have reported a superior prognosis for inflamed tumors compared to non-inflamed tumors. However, liver cancer is highly heterogeneous immunologically and genetically, and a finer classification of the liver cancer microenvironment may improve our understanding of its immunological diversity and response to immune therapy. METHODS: We characterized the immune gene signatures of 234 primary liver cancers, mainly virus-related, from a Japanese population using RNA-Seq of tumors and matched non-tumorous hepatitis livers. We then compared them with the somatic alterations detected using the whole-genome sequencing. FINDINGS: Liver cancers expressed lower levels of immune marker genes than non-tumorous hepatitis livers, indicating immunosuppression in the tumor microenvironment. Several immunosuppression mechanisms functioned actively and mutually exclusively, resulting in four immune subclasses of liver cancer: tumor-associated macrophage (TAM), CTNNB1, cytolytic activity (CYT), and regulatory T cell (Treg). The CYT and Treg subclasses represented inflamed tumors, while the TAM and CTNNB1 subclasses represented non-inflamed tumors. The TAM subclass, which comprised 31% of liver cancers, showed a poor survival, expressed elevated levels of extracellular matrix genes, and was associated with somatic mutations of chromatin regulator ARID2. The results of cell line experiments suggested a functional link between ARID2 and chemokine production by liver cancer cells. INTERPRETATION: Primary liver cancer was classified into four subclasses based on mutually exclusive mechanisms for immunosuppression. This classification indicate the importance of immunosuppression mechanisms, such as TAM and Treg, as therapeutic targets for liver cancer. FUNDING: The Japan Agency for Medical Research and Development (AMED). |
format | Online Article Text |
id | pubmed-7048625 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-70486252020-03-05 Classification of primary liver cancer with immunosuppression mechanisms and correlation with genomic alterations Fujita, Masashi Yamaguchi, Rui Hasegawa, Takanori Shimada, Shu Arihiro, Koji Hayashi, Shuto Maejima, Kazuhiro Nakano, Kaoru Fujimoto, Akihiro Ono, Atsushi Aikata, Hiroshi Ueno, Masaki Hayami, Shinya Tanaka, Hiroko Miyano, Satoru Yamaue, Hiroki Chayama, Kazuaki Kakimi, Kazuhiro Tanaka, Shinji Imoto, Seiya Nakagawa, Hidewaki EBioMedicine Research paper BACKGROUND: The tumor microenvironment can be classified into immunologically active “inflamed” tumors and inactive “non-inflamed” tumors based on the infiltration of cytotoxic immune cells. Previous studies on liver cancer have reported a superior prognosis for inflamed tumors compared to non-inflamed tumors. However, liver cancer is highly heterogeneous immunologically and genetically, and a finer classification of the liver cancer microenvironment may improve our understanding of its immunological diversity and response to immune therapy. METHODS: We characterized the immune gene signatures of 234 primary liver cancers, mainly virus-related, from a Japanese population using RNA-Seq of tumors and matched non-tumorous hepatitis livers. We then compared them with the somatic alterations detected using the whole-genome sequencing. FINDINGS: Liver cancers expressed lower levels of immune marker genes than non-tumorous hepatitis livers, indicating immunosuppression in the tumor microenvironment. Several immunosuppression mechanisms functioned actively and mutually exclusively, resulting in four immune subclasses of liver cancer: tumor-associated macrophage (TAM), CTNNB1, cytolytic activity (CYT), and regulatory T cell (Treg). The CYT and Treg subclasses represented inflamed tumors, while the TAM and CTNNB1 subclasses represented non-inflamed tumors. The TAM subclass, which comprised 31% of liver cancers, showed a poor survival, expressed elevated levels of extracellular matrix genes, and was associated with somatic mutations of chromatin regulator ARID2. The results of cell line experiments suggested a functional link between ARID2 and chemokine production by liver cancer cells. INTERPRETATION: Primary liver cancer was classified into four subclasses based on mutually exclusive mechanisms for immunosuppression. This classification indicate the importance of immunosuppression mechanisms, such as TAM and Treg, as therapeutic targets for liver cancer. FUNDING: The Japan Agency for Medical Research and Development (AMED). Elsevier 2020-02-26 /pmc/articles/PMC7048625/ /pubmed/32113157 http://dx.doi.org/10.1016/j.ebiom.2020.102659 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research paper Fujita, Masashi Yamaguchi, Rui Hasegawa, Takanori Shimada, Shu Arihiro, Koji Hayashi, Shuto Maejima, Kazuhiro Nakano, Kaoru Fujimoto, Akihiro Ono, Atsushi Aikata, Hiroshi Ueno, Masaki Hayami, Shinya Tanaka, Hiroko Miyano, Satoru Yamaue, Hiroki Chayama, Kazuaki Kakimi, Kazuhiro Tanaka, Shinji Imoto, Seiya Nakagawa, Hidewaki Classification of primary liver cancer with immunosuppression mechanisms and correlation with genomic alterations |
title | Classification of primary liver cancer with immunosuppression mechanisms and correlation with genomic alterations |
title_full | Classification of primary liver cancer with immunosuppression mechanisms and correlation with genomic alterations |
title_fullStr | Classification of primary liver cancer with immunosuppression mechanisms and correlation with genomic alterations |
title_full_unstemmed | Classification of primary liver cancer with immunosuppression mechanisms and correlation with genomic alterations |
title_short | Classification of primary liver cancer with immunosuppression mechanisms and correlation with genomic alterations |
title_sort | classification of primary liver cancer with immunosuppression mechanisms and correlation with genomic alterations |
topic | Research paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7048625/ https://www.ncbi.nlm.nih.gov/pubmed/32113157 http://dx.doi.org/10.1016/j.ebiom.2020.102659 |
work_keys_str_mv | AT fujitamasashi classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT yamaguchirui classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT hasegawatakanori classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT shimadashu classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT arihirokoji classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT hayashishuto classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT maejimakazuhiro classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT nakanokaoru classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT fujimotoakihiro classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT onoatsushi classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT aikatahiroshi classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT uenomasaki classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT hayamishinya classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT tanakahiroko classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT miyanosatoru classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT yamauehiroki classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT chayamakazuaki classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT kakimikazuhiro classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT tanakashinji classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT imotoseiya classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations AT nakagawahidewaki classificationofprimarylivercancerwithimmunosuppressionmechanismsandcorrelationwithgenomicalterations |