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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...

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Detalles Bibliográficos
Autores principales: Pan, Mingyao, Li, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
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.
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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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