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Characteristics and Clinical Significance of T-Cell Receptor Repertoire in Hepatocellular Carcinoma
Several studies have demonstrated that the T-cell receptor (TCR) repertoire is associated with prognosis and immune therapy response in several types of cancer. However, the comprehensive features of TCR repertoire in tumor-infiltrating and circulating T cells, as well as its clinical significance o...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8965762/ https://www.ncbi.nlm.nih.gov/pubmed/35371059 http://dx.doi.org/10.3389/fimmu.2022.847263 |
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author | Wang, Zifei Zhong, Yu Zhang, Zefan Zhou, Kaiqian Huang, Zhihao Yu, Hao Liu, Longqi Liu, Shiping Yang, Huanming Zhou, Jian Fan, Jia Wu, Liang Sun, Yunfan |
author_facet | Wang, Zifei Zhong, Yu Zhang, Zefan Zhou, Kaiqian Huang, Zhihao Yu, Hao Liu, Longqi Liu, Shiping Yang, Huanming Zhou, Jian Fan, Jia Wu, Liang Sun, Yunfan |
author_sort | Wang, Zifei |
collection | PubMed |
description | Several studies have demonstrated that the T-cell receptor (TCR) repertoire is associated with prognosis and immune therapy response in several types of cancer. However, the comprehensive features of TCR repertoire in tumor-infiltrating and circulating T cells, as well as its clinical significance of diagnosis in hepatocellular carcinoma (HCC) patients, are still unknown. In this study, we perform paired tumor/peritumoral tissues and peripheral blood samples from 58 patients with HCC and sequenced them with high-throughput TCR to comprehensively analyze the characteristics of TCR and the clinical significance of peripheral TCR sequence. By exploring the abundance and diversity of TCR repertoires, we observe that there was a significantly higher TCR diversity in peripheral blood than in tumoral and peritumoral tissues, while tumoral and peritumoral tissues showed similar TCR diversity. A substantial difference in the usage frequencies of several Vβ, Jβ genes, and TCRβ VJ pairings was found among three types of tissues. Moreover, we reveal that HCC patients have a unique profile of TCR repertoire in peripheral blood in contrast to healthy individuals. We further establish an HCC diagnostic model based on TCRβ VJ pairing usage in peripheral blood, which yields a best-fit area under the curve (AUC) of 0.9746 ± 0.0481 (sensitivity = 0.9675 ± 0.0603, specificity = 0.9998 ± 0.0007, average of 100 repeats) in the test set. Our study describes the characteristics of tissue infiltration and circulating T-cell bank in patients with HCC and shows the potential of using circulating TCR sequence as a biomarker for the non-invasive diagnosis of patients with HCC. |
format | Online Article Text |
id | pubmed-8965762 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89657622022-03-31 Characteristics and Clinical Significance of T-Cell Receptor Repertoire in Hepatocellular Carcinoma Wang, Zifei Zhong, Yu Zhang, Zefan Zhou, Kaiqian Huang, Zhihao Yu, Hao Liu, Longqi Liu, Shiping Yang, Huanming Zhou, Jian Fan, Jia Wu, Liang Sun, Yunfan Front Immunol Immunology Several studies have demonstrated that the T-cell receptor (TCR) repertoire is associated with prognosis and immune therapy response in several types of cancer. However, the comprehensive features of TCR repertoire in tumor-infiltrating and circulating T cells, as well as its clinical significance of diagnosis in hepatocellular carcinoma (HCC) patients, are still unknown. In this study, we perform paired tumor/peritumoral tissues and peripheral blood samples from 58 patients with HCC and sequenced them with high-throughput TCR to comprehensively analyze the characteristics of TCR and the clinical significance of peripheral TCR sequence. By exploring the abundance and diversity of TCR repertoires, we observe that there was a significantly higher TCR diversity in peripheral blood than in tumoral and peritumoral tissues, while tumoral and peritumoral tissues showed similar TCR diversity. A substantial difference in the usage frequencies of several Vβ, Jβ genes, and TCRβ VJ pairings was found among three types of tissues. Moreover, we reveal that HCC patients have a unique profile of TCR repertoire in peripheral blood in contrast to healthy individuals. We further establish an HCC diagnostic model based on TCRβ VJ pairing usage in peripheral blood, which yields a best-fit area under the curve (AUC) of 0.9746 ± 0.0481 (sensitivity = 0.9675 ± 0.0603, specificity = 0.9998 ± 0.0007, average of 100 repeats) in the test set. Our study describes the characteristics of tissue infiltration and circulating T-cell bank in patients with HCC and shows the potential of using circulating TCR sequence as a biomarker for the non-invasive diagnosis of patients with HCC. Frontiers Media S.A. 2022-03-16 /pmc/articles/PMC8965762/ /pubmed/35371059 http://dx.doi.org/10.3389/fimmu.2022.847263 Text en Copyright © 2022 Wang, Zhong, Zhang, Zhou, Huang, Yu, Liu, Liu, Yang, Zhou, Fan, Wu and Sun 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 | Immunology Wang, Zifei Zhong, Yu Zhang, Zefan Zhou, Kaiqian Huang, Zhihao Yu, Hao Liu, Longqi Liu, Shiping Yang, Huanming Zhou, Jian Fan, Jia Wu, Liang Sun, Yunfan Characteristics and Clinical Significance of T-Cell Receptor Repertoire in Hepatocellular Carcinoma |
title | Characteristics and Clinical Significance of T-Cell Receptor Repertoire in Hepatocellular Carcinoma |
title_full | Characteristics and Clinical Significance of T-Cell Receptor Repertoire in Hepatocellular Carcinoma |
title_fullStr | Characteristics and Clinical Significance of T-Cell Receptor Repertoire in Hepatocellular Carcinoma |
title_full_unstemmed | Characteristics and Clinical Significance of T-Cell Receptor Repertoire in Hepatocellular Carcinoma |
title_short | Characteristics and Clinical Significance of T-Cell Receptor Repertoire in Hepatocellular Carcinoma |
title_sort | characteristics and clinical significance of t-cell receptor repertoire in hepatocellular carcinoma |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8965762/ https://www.ncbi.nlm.nih.gov/pubmed/35371059 http://dx.doi.org/10.3389/fimmu.2022.847263 |
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