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T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies
T cells are potent at eliminating pathogens and playing a crucial role in the adaptive immune response. T cell receptor (TCR) convergence describes T cells that share identical TCRs with the same amino acid sequences but have different DNA sequences due to codon degeneracy. We conducted a systematic...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9683788/ https://www.ncbi.nlm.nih.gov/pubmed/36350695 http://dx.doi.org/10.7554/eLife.81952 |
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author | Pan, Mingyao Li, Bo |
author_facet | Pan, Mingyao Li, Bo |
author_sort | Pan, Mingyao |
collection | PubMed |
description | T cells are potent at eliminating pathogens and playing a crucial role in the adaptive immune response. T cell receptor (TCR) convergence describes T cells that share identical TCRs with the same amino acid sequences but have different DNA sequences due to codon degeneracy. We conducted a systematic investigation of TCR convergence using single-cell immune profiling and bulk TCRβ-sequence (TCR-seq) data obtained from both mouse and human samples and uncovered a strong link between antigen-specificity and convergence. This association was stronger than T cell expansion, a putative indicator of antigen-specific T cells. By using flow-sorted tetramer(+) single T cell data, we discovered that convergent T cells were enriched for a neoantigen-specific CD8(+) effector phenotype in the tumor microenvironment. Moreover, TCR convergence demonstrated better prediction accuracy for immunotherapy response than the existing TCR repertoire indexes. In conclusion, convergent T cells are likely to be antigen-specific and might be a novel prognostic biomarker for anti-cancer immunotherapy. |
format | Online Article Text |
id | pubmed-9683788 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-96837882022-11-24 T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies Pan, Mingyao Li, Bo eLife Computational and Systems Biology T cells are potent at eliminating pathogens and playing a crucial role in the adaptive immune response. T cell receptor (TCR) convergence describes T cells that share identical TCRs with the same amino acid sequences but have different DNA sequences due to codon degeneracy. We conducted a systematic investigation of TCR convergence using single-cell immune profiling and bulk TCRβ-sequence (TCR-seq) data obtained from both mouse and human samples and uncovered a strong link between antigen-specificity and convergence. This association was stronger than T cell expansion, a putative indicator of antigen-specific T cells. By using flow-sorted tetramer(+) single T cell data, we discovered that convergent T cells were enriched for a neoantigen-specific CD8(+) effector phenotype in the tumor microenvironment. Moreover, TCR convergence demonstrated better prediction accuracy for immunotherapy response than the existing TCR repertoire indexes. In conclusion, convergent T cells are likely to be antigen-specific and might be a novel prognostic biomarker for anti-cancer immunotherapy. eLife Sciences Publications, Ltd 2022-11-09 /pmc/articles/PMC9683788/ /pubmed/36350695 http://dx.doi.org/10.7554/eLife.81952 Text en © 2022, Pan and Li https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Computational and Systems Biology Pan, Mingyao Li, Bo T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies |
title | T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies |
title_full | T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies |
title_fullStr | T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies |
title_full_unstemmed | T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies |
title_short | T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies |
title_sort | t cell receptor convergence is an indicator of antigen-specific t cell response in cancer immunotherapies |
topic | Computational and Systems Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9683788/ https://www.ncbi.nlm.nih.gov/pubmed/36350695 http://dx.doi.org/10.7554/eLife.81952 |
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