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Global immune characterization of HBV/HCV-related hepatocellular carcinoma identifies macrophage and T-cell subsets associated with disease progression

Diverse immune cells in the tumor microenvironment form a complex ecosystem, but our knowledge of their heterogeneity and dynamics within hepatocellular carcinoma (HCC) still remains limited. To assess the plasticity and phenotypes of immune cells within HBV/HCV-related HCC microenvironment at singl...

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Autores principales: Song, Guohe, Shi, Yang, Zhang, Meiying, Goswami, Shyamal, Afridi, Saifullah, Meng, Lu, Ma, Jiaqiang, Chen, Yi, Lin, Youpei, Zhang, Juan, Liu, Yuming, Jin, Zijie, Yang, Shuaixi, Rao, Dongning, Zhang, Shu, Ke, Aiwu, Wang, Xiaoying, Cao, Ya, Zhou, Jian, Fan, Jia, Zhang, Xiaoming, Xi, Ruibin, Gao, Qiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Singapore 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721904/
https://www.ncbi.nlm.nih.gov/pubmed/33298893
http://dx.doi.org/10.1038/s41421-020-00214-5
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author Song, Guohe
Shi, Yang
Zhang, Meiying
Goswami, Shyamal
Afridi, Saifullah
Meng, Lu
Ma, Jiaqiang
Chen, Yi
Lin, Youpei
Zhang, Juan
Liu, Yuming
Jin, Zijie
Yang, Shuaixi
Rao, Dongning
Zhang, Shu
Ke, Aiwu
Wang, Xiaoying
Cao, Ya
Zhou, Jian
Fan, Jia
Zhang, Xiaoming
Xi, Ruibin
Gao, Qiang
author_facet Song, Guohe
Shi, Yang
Zhang, Meiying
Goswami, Shyamal
Afridi, Saifullah
Meng, Lu
Ma, Jiaqiang
Chen, Yi
Lin, Youpei
Zhang, Juan
Liu, Yuming
Jin, Zijie
Yang, Shuaixi
Rao, Dongning
Zhang, Shu
Ke, Aiwu
Wang, Xiaoying
Cao, Ya
Zhou, Jian
Fan, Jia
Zhang, Xiaoming
Xi, Ruibin
Gao, Qiang
author_sort Song, Guohe
collection PubMed
description Diverse immune cells in the tumor microenvironment form a complex ecosystem, but our knowledge of their heterogeneity and dynamics within hepatocellular carcinoma (HCC) still remains limited. To assess the plasticity and phenotypes of immune cells within HBV/HCV-related HCC microenvironment at single-cell level, we performed single-cell RNA sequencing on 41,698 immune cells from seven pairs of HBV/HCV-related HCC tumors and non-tumor liver tissues. We combined bio-informatic analyses, flow cytometry, and multiplex immunohistochemistry to assess the heterogeneity of different immune cell subsets in functional characteristics, transcriptional regulation, phenotypic switching, and interactions. We identified 29 immune cell subsets of myeloid cells, NK cells, and lymphocytes with unique transcriptomic profiles in HCC. A highly complex immunological network was shaped by diverse immune cell subsets that can transit among different states and mutually interact. Notably, we identified a subset of M2 macrophage with high expression of CCL18 and transcription factor CREM that was enriched in advanced HCC patients, and potentially participated in tumor progression. We also detected a new subset of activated CD8(+) T cells highly expressing XCL1 that correlated with better patient survival rates. Meanwhile, distinct transcriptomic signatures, cytotoxic phenotypes, and evolution trajectory of effector CD8(+) T cells from early-stage to advanced HCC were also identified. Our study provides insight into the immune microenvironment in HBV/HCV-related HCC and highlights novel macrophage and T-cell subsets that could be further exploited in future immunotherapy.
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spelling pubmed-77219042020-12-11 Global immune characterization of HBV/HCV-related hepatocellular carcinoma identifies macrophage and T-cell subsets associated with disease progression Song, Guohe Shi, Yang Zhang, Meiying Goswami, Shyamal Afridi, Saifullah Meng, Lu Ma, Jiaqiang Chen, Yi Lin, Youpei Zhang, Juan Liu, Yuming Jin, Zijie Yang, Shuaixi Rao, Dongning Zhang, Shu Ke, Aiwu Wang, Xiaoying Cao, Ya Zhou, Jian Fan, Jia Zhang, Xiaoming Xi, Ruibin Gao, Qiang Cell Discov Article Diverse immune cells in the tumor microenvironment form a complex ecosystem, but our knowledge of their heterogeneity and dynamics within hepatocellular carcinoma (HCC) still remains limited. To assess the plasticity and phenotypes of immune cells within HBV/HCV-related HCC microenvironment at single-cell level, we performed single-cell RNA sequencing on 41,698 immune cells from seven pairs of HBV/HCV-related HCC tumors and non-tumor liver tissues. We combined bio-informatic analyses, flow cytometry, and multiplex immunohistochemistry to assess the heterogeneity of different immune cell subsets in functional characteristics, transcriptional regulation, phenotypic switching, and interactions. We identified 29 immune cell subsets of myeloid cells, NK cells, and lymphocytes with unique transcriptomic profiles in HCC. A highly complex immunological network was shaped by diverse immune cell subsets that can transit among different states and mutually interact. Notably, we identified a subset of M2 macrophage with high expression of CCL18 and transcription factor CREM that was enriched in advanced HCC patients, and potentially participated in tumor progression. We also detected a new subset of activated CD8(+) T cells highly expressing XCL1 that correlated with better patient survival rates. Meanwhile, distinct transcriptomic signatures, cytotoxic phenotypes, and evolution trajectory of effector CD8(+) T cells from early-stage to advanced HCC were also identified. Our study provides insight into the immune microenvironment in HBV/HCV-related HCC and highlights novel macrophage and T-cell subsets that could be further exploited in future immunotherapy. Springer Singapore 2020-12-08 /pmc/articles/PMC7721904/ /pubmed/33298893 http://dx.doi.org/10.1038/s41421-020-00214-5 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Song, Guohe
Shi, Yang
Zhang, Meiying
Goswami, Shyamal
Afridi, Saifullah
Meng, Lu
Ma, Jiaqiang
Chen, Yi
Lin, Youpei
Zhang, Juan
Liu, Yuming
Jin, Zijie
Yang, Shuaixi
Rao, Dongning
Zhang, Shu
Ke, Aiwu
Wang, Xiaoying
Cao, Ya
Zhou, Jian
Fan, Jia
Zhang, Xiaoming
Xi, Ruibin
Gao, Qiang
Global immune characterization of HBV/HCV-related hepatocellular carcinoma identifies macrophage and T-cell subsets associated with disease progression
title Global immune characterization of HBV/HCV-related hepatocellular carcinoma identifies macrophage and T-cell subsets associated with disease progression
title_full Global immune characterization of HBV/HCV-related hepatocellular carcinoma identifies macrophage and T-cell subsets associated with disease progression
title_fullStr Global immune characterization of HBV/HCV-related hepatocellular carcinoma identifies macrophage and T-cell subsets associated with disease progression
title_full_unstemmed Global immune characterization of HBV/HCV-related hepatocellular carcinoma identifies macrophage and T-cell subsets associated with disease progression
title_short Global immune characterization of HBV/HCV-related hepatocellular carcinoma identifies macrophage and T-cell subsets associated with disease progression
title_sort global immune characterization of hbv/hcv-related hepatocellular carcinoma identifies macrophage and t-cell subsets associated with disease progression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721904/
https://www.ncbi.nlm.nih.gov/pubmed/33298893
http://dx.doi.org/10.1038/s41421-020-00214-5
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