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Comprehensive molecular and immunological characterization of hepatocellular carcinoma

BACKGROUND: Hepatocellular carcinoma (HCC) is a heterogeneous disease with various etiological factors, and ranks as the second leading cause of cancer-related mortality worldwide due to multi-focal recurrence. We herein identified three major subtypes of HCC by performing integrative analysis of tw...

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Autores principales: Shimada, Shu, Mogushi, Kaoru, Akiyama, Yoshimitsu, Furuyama, Takaki, Watanabe, Shuichi, Ogura, Toshiro, Ogawa, Kosuke, Ono, Hiroaki, Mitsunori, Yusuke, Ban, Daisuke, Kudo, Atsushi, Arii, Shigeki, Tanabe, Minoru, Wands, Jack R., Tanaka, Shinji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6412165/
https://www.ncbi.nlm.nih.gov/pubmed/30598371
http://dx.doi.org/10.1016/j.ebiom.2018.12.058
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author Shimada, Shu
Mogushi, Kaoru
Akiyama, Yoshimitsu
Furuyama, Takaki
Watanabe, Shuichi
Ogura, Toshiro
Ogawa, Kosuke
Ono, Hiroaki
Mitsunori, Yusuke
Ban, Daisuke
Kudo, Atsushi
Arii, Shigeki
Tanabe, Minoru
Wands, Jack R.
Tanaka, Shinji
author_facet Shimada, Shu
Mogushi, Kaoru
Akiyama, Yoshimitsu
Furuyama, Takaki
Watanabe, Shuichi
Ogura, Toshiro
Ogawa, Kosuke
Ono, Hiroaki
Mitsunori, Yusuke
Ban, Daisuke
Kudo, Atsushi
Arii, Shigeki
Tanabe, Minoru
Wands, Jack R.
Tanaka, Shinji
author_sort Shimada, Shu
collection PubMed
description BACKGROUND: Hepatocellular carcinoma (HCC) is a heterogeneous disease with various etiological factors, and ranks as the second leading cause of cancer-related mortality worldwide due to multi-focal recurrence. We herein identified three major subtypes of HCC by performing integrative analysis of two omics data sets, and clarified that this classification was closely correlated with clinicopathological factors, immune profiles and recurrence patterns. METHODS: In the test study, 183 tumor specimens surgically resected from HCC patients were collected for unsupervised clustering analysis of gene expression signatures and comparative analysis of gene mutations. These results were validated by using genome, methylome and transcriptome data of 373 HCC patients provided from the Cancer Genome Atlas Network. In addition, omics data were obtained from pairs of primary and recurrent HCC. FINDINGS: Comprehensive molecular evaluation of HCC by multi-platform analysis defined three major subtypes: (1) mitogenic and stem cell-like tumors with chromosomal instability; (2) CTNNB1-mutated tumors displaying immune suppression; and (3) metabolic disease-associated tumors, which included an immunogenic subgroup characterized by macrophage infiltration and favorable prognosis. Although genomic and epigenomic analysis explicitly distinguished between HCC with intrahepatic metastasis (IM) and multi-centric HCC (MC), the phenotypic similarity between the primary and recurrent tumors was not correlated to the IM/MC origin, but to the classification. Interpretation: Identification of these HCC subtypes provides further insights into patient stratification as well as presents opportunities for therapeutic development. FUND: Ministry of Education, Culture, Sports, Science and Technology of Japan (16H02670 and 18K19575), Japan Agency for Medical Research and Development (JP15cm0106064, JP17cm0106518, JP18cm0106540 and JP18fk0210040).
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spelling pubmed-64121652019-03-21 Comprehensive molecular and immunological characterization of hepatocellular carcinoma Shimada, Shu Mogushi, Kaoru Akiyama, Yoshimitsu Furuyama, Takaki Watanabe, Shuichi Ogura, Toshiro Ogawa, Kosuke Ono, Hiroaki Mitsunori, Yusuke Ban, Daisuke Kudo, Atsushi Arii, Shigeki Tanabe, Minoru Wands, Jack R. Tanaka, Shinji EBioMedicine Research paper BACKGROUND: Hepatocellular carcinoma (HCC) is a heterogeneous disease with various etiological factors, and ranks as the second leading cause of cancer-related mortality worldwide due to multi-focal recurrence. We herein identified three major subtypes of HCC by performing integrative analysis of two omics data sets, and clarified that this classification was closely correlated with clinicopathological factors, immune profiles and recurrence patterns. METHODS: In the test study, 183 tumor specimens surgically resected from HCC patients were collected for unsupervised clustering analysis of gene expression signatures and comparative analysis of gene mutations. These results were validated by using genome, methylome and transcriptome data of 373 HCC patients provided from the Cancer Genome Atlas Network. In addition, omics data were obtained from pairs of primary and recurrent HCC. FINDINGS: Comprehensive molecular evaluation of HCC by multi-platform analysis defined three major subtypes: (1) mitogenic and stem cell-like tumors with chromosomal instability; (2) CTNNB1-mutated tumors displaying immune suppression; and (3) metabolic disease-associated tumors, which included an immunogenic subgroup characterized by macrophage infiltration and favorable prognosis. Although genomic and epigenomic analysis explicitly distinguished between HCC with intrahepatic metastasis (IM) and multi-centric HCC (MC), the phenotypic similarity between the primary and recurrent tumors was not correlated to the IM/MC origin, but to the classification. Interpretation: Identification of these HCC subtypes provides further insights into patient stratification as well as presents opportunities for therapeutic development. FUND: Ministry of Education, Culture, Sports, Science and Technology of Japan (16H02670 and 18K19575), Japan Agency for Medical Research and Development (JP15cm0106064, JP17cm0106518, JP18cm0106540 and JP18fk0210040). Elsevier 2018-12-29 /pmc/articles/PMC6412165/ /pubmed/30598371 http://dx.doi.org/10.1016/j.ebiom.2018.12.058 Text en © 2018 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
Shimada, Shu
Mogushi, Kaoru
Akiyama, Yoshimitsu
Furuyama, Takaki
Watanabe, Shuichi
Ogura, Toshiro
Ogawa, Kosuke
Ono, Hiroaki
Mitsunori, Yusuke
Ban, Daisuke
Kudo, Atsushi
Arii, Shigeki
Tanabe, Minoru
Wands, Jack R.
Tanaka, Shinji
Comprehensive molecular and immunological characterization of hepatocellular carcinoma
title Comprehensive molecular and immunological characterization of hepatocellular carcinoma
title_full Comprehensive molecular and immunological characterization of hepatocellular carcinoma
title_fullStr Comprehensive molecular and immunological characterization of hepatocellular carcinoma
title_full_unstemmed Comprehensive molecular and immunological characterization of hepatocellular carcinoma
title_short Comprehensive molecular and immunological characterization of hepatocellular carcinoma
title_sort comprehensive molecular and immunological characterization of hepatocellular carcinoma
topic Research paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6412165/
https://www.ncbi.nlm.nih.gov/pubmed/30598371
http://dx.doi.org/10.1016/j.ebiom.2018.12.058
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