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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
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.
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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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