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Comprehensive Characterization of Immunological Profiles and Clinical Significance in Hepatocellular Carcinoma
BACKGROUND: Therapies targeting immune molecules have rapidly been adopted and advanced the treatment of hepatocellular carcinoma (HCC). Nonetheless, no studies have reported a systematic analysis between immunological profiles and clinical significance in HCC. METHODS: We comprehensively investigat...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862794/ https://www.ncbi.nlm.nih.gov/pubmed/33552954 http://dx.doi.org/10.3389/fonc.2020.574778 |
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author | Tao, Ping Hong, Liang Tang, Wenqing Lu, Qun Zhao, Yanrong Zhang, Si Ma, Lijie Xue, Ruyi |
author_facet | Tao, Ping Hong, Liang Tang, Wenqing Lu, Qun Zhao, Yanrong Zhang, Si Ma, Lijie Xue, Ruyi |
author_sort | Tao, Ping |
collection | PubMed |
description | BACKGROUND: Therapies targeting immune molecules have rapidly been adopted and advanced the treatment of hepatocellular carcinoma (HCC). Nonetheless, no studies have reported a systematic analysis between immunological profiles and clinical significance in HCC. METHODS: We comprehensively investigated immune patterns and systematically correlated 22 types of both adaptive and innate immune cells with genomic characteristics and clinical outcomes based on 370 HCC patients from The Cancer Genome Atlas (TCGA) database through a metagene approach (known as CIBERSORT). Based on the Quantitative Pathology Imaging and Analysis System coupled with integrated high-dimensional bioinformatics analysis, we further independently validated six immune subsets (CD4(+) T cells, CD8(+) T cells, CD20(+) B cells, CD14(+) monocytes, CD56(+) NK cells, and CD68(+) macrophages), and shortlisted three (CD4(+) T cells, CD8(+) T cells, and CD56(+) NK cells) of which to investigate their association with clinical outcomes in two independent Zhongshan cohorts of HCC patients (n = 258 and n = 178). Patient prognosis was further evaluated by Kaplan-Meier analysis and univariate and multivariate regression analysis. RESULTS: By using the CIBERSORT method, the immunome landscape of HCC was constructed based on integrated transcriptomics analysis and multiplexed sequential immunohistochemistry. Further, the patients were categorized into four immune subgroups featured with distinct clinical outcomes. Strikingly, significant inter-tumoral and intra-tumoral immune heterogeneity was further identified according to the in-depth interrogation of the immune landscape. CONCLUSION: This work represents a potential useful resource for the immunoscore establishment for prognostic prediction in HCC patients. |
format | Online Article Text |
id | pubmed-7862794 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78627942021-02-06 Comprehensive Characterization of Immunological Profiles and Clinical Significance in Hepatocellular Carcinoma Tao, Ping Hong, Liang Tang, Wenqing Lu, Qun Zhao, Yanrong Zhang, Si Ma, Lijie Xue, Ruyi Front Oncol Oncology BACKGROUND: Therapies targeting immune molecules have rapidly been adopted and advanced the treatment of hepatocellular carcinoma (HCC). Nonetheless, no studies have reported a systematic analysis between immunological profiles and clinical significance in HCC. METHODS: We comprehensively investigated immune patterns and systematically correlated 22 types of both adaptive and innate immune cells with genomic characteristics and clinical outcomes based on 370 HCC patients from The Cancer Genome Atlas (TCGA) database through a metagene approach (known as CIBERSORT). Based on the Quantitative Pathology Imaging and Analysis System coupled with integrated high-dimensional bioinformatics analysis, we further independently validated six immune subsets (CD4(+) T cells, CD8(+) T cells, CD20(+) B cells, CD14(+) monocytes, CD56(+) NK cells, and CD68(+) macrophages), and shortlisted three (CD4(+) T cells, CD8(+) T cells, and CD56(+) NK cells) of which to investigate their association with clinical outcomes in two independent Zhongshan cohorts of HCC patients (n = 258 and n = 178). Patient prognosis was further evaluated by Kaplan-Meier analysis and univariate and multivariate regression analysis. RESULTS: By using the CIBERSORT method, the immunome landscape of HCC was constructed based on integrated transcriptomics analysis and multiplexed sequential immunohistochemistry. Further, the patients were categorized into four immune subgroups featured with distinct clinical outcomes. Strikingly, significant inter-tumoral and intra-tumoral immune heterogeneity was further identified according to the in-depth interrogation of the immune landscape. CONCLUSION: This work represents a potential useful resource for the immunoscore establishment for prognostic prediction in HCC patients. Frontiers Media S.A. 2021-01-22 /pmc/articles/PMC7862794/ /pubmed/33552954 http://dx.doi.org/10.3389/fonc.2020.574778 Text en Copyright © 2021 Tao, Hong, Tang, Lu, Zhao, Zhang, Ma and Xue https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Tao, Ping Hong, Liang Tang, Wenqing Lu, Qun Zhao, Yanrong Zhang, Si Ma, Lijie Xue, Ruyi Comprehensive Characterization of Immunological Profiles and Clinical Significance in Hepatocellular Carcinoma |
title | Comprehensive Characterization of Immunological Profiles and Clinical Significance in Hepatocellular Carcinoma |
title_full | Comprehensive Characterization of Immunological Profiles and Clinical Significance in Hepatocellular Carcinoma |
title_fullStr | Comprehensive Characterization of Immunological Profiles and Clinical Significance in Hepatocellular Carcinoma |
title_full_unstemmed | Comprehensive Characterization of Immunological Profiles and Clinical Significance in Hepatocellular Carcinoma |
title_short | Comprehensive Characterization of Immunological Profiles and Clinical Significance in Hepatocellular Carcinoma |
title_sort | comprehensive characterization of immunological profiles and clinical significance in hepatocellular carcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862794/ https://www.ncbi.nlm.nih.gov/pubmed/33552954 http://dx.doi.org/10.3389/fonc.2020.574778 |
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