Cargando…
Single T Cell Sequencing Demonstrates the Functional Role of αβ TCR Pairing in Cell Lineage and Antigen Specificity
Although structural studies of individual T cell receptors (TCRs) have revealed important roles for both the α and β chain in directing MHC and antigen recognition, repertoire-level immunogenomic analyses have historically examined the β chain alone. To determine the amount of useful information abo...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6684766/ https://www.ncbi.nlm.nih.gov/pubmed/31417541 http://dx.doi.org/10.3389/fimmu.2019.01516 |
_version_ | 1783442303445106688 |
---|---|
author | Carter, Jason A. Preall, Jonathan B. Grigaityte, Kristina Goldfless, Stephen J. Jeffery, Eric Briggs, Adrian W. Vigneault, Francois Atwal, Gurinder S. |
author_facet | Carter, Jason A. Preall, Jonathan B. Grigaityte, Kristina Goldfless, Stephen J. Jeffery, Eric Briggs, Adrian W. Vigneault, Francois Atwal, Gurinder S. |
author_sort | Carter, Jason A. |
collection | PubMed |
description | Although structural studies of individual T cell receptors (TCRs) have revealed important roles for both the α and β chain in directing MHC and antigen recognition, repertoire-level immunogenomic analyses have historically examined the β chain alone. To determine the amount of useful information about TCR repertoire function encoded within αβ pairings, we analyzed paired TCR sequences from nearly 100,000 unique CD4(+) and CD8(+) T cells captured using two different high-throughput, single-cell sequencing approaches. Our results demonstrate little overlap in the healthy CD4(+) and CD8(+) repertoires, with shared TCR sequences possessing significantly shorter CDR3 sequences corresponding to higher generation probabilities. We further utilized tools from information theory and machine learning to show that while α and β chains are only weakly associated with lineage, αβ pairings appear to synergistically drive TCR-MHC interactions. Vαβ gene pairings were found to be the TCR feature most informative of T cell lineage, supporting the existence of germline-encoded paired αβ TCR-MHC interaction motifs. Finally, annotating our TCR pairs using a database of sequences with known antigen specificities, we demonstrate that approximately a third of the T cells possess α and β chains that each recognize different known antigens, suggesting that αβ pairing is critical for the accurate inference of repertoire functionality. Together, these findings provide biological insight into the functional implications of αβ pairing and highlight the utility of single-cell sequencing in immunogenomics. |
format | Online Article Text |
id | pubmed-6684766 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-66847662019-08-15 Single T Cell Sequencing Demonstrates the Functional Role of αβ TCR Pairing in Cell Lineage and Antigen Specificity Carter, Jason A. Preall, Jonathan B. Grigaityte, Kristina Goldfless, Stephen J. Jeffery, Eric Briggs, Adrian W. Vigneault, Francois Atwal, Gurinder S. Front Immunol Immunology Although structural studies of individual T cell receptors (TCRs) have revealed important roles for both the α and β chain in directing MHC and antigen recognition, repertoire-level immunogenomic analyses have historically examined the β chain alone. To determine the amount of useful information about TCR repertoire function encoded within αβ pairings, we analyzed paired TCR sequences from nearly 100,000 unique CD4(+) and CD8(+) T cells captured using two different high-throughput, single-cell sequencing approaches. Our results demonstrate little overlap in the healthy CD4(+) and CD8(+) repertoires, with shared TCR sequences possessing significantly shorter CDR3 sequences corresponding to higher generation probabilities. We further utilized tools from information theory and machine learning to show that while α and β chains are only weakly associated with lineage, αβ pairings appear to synergistically drive TCR-MHC interactions. Vαβ gene pairings were found to be the TCR feature most informative of T cell lineage, supporting the existence of germline-encoded paired αβ TCR-MHC interaction motifs. Finally, annotating our TCR pairs using a database of sequences with known antigen specificities, we demonstrate that approximately a third of the T cells possess α and β chains that each recognize different known antigens, suggesting that αβ pairing is critical for the accurate inference of repertoire functionality. Together, these findings provide biological insight into the functional implications of αβ pairing and highlight the utility of single-cell sequencing in immunogenomics. Frontiers Media S.A. 2019-07-31 /pmc/articles/PMC6684766/ /pubmed/31417541 http://dx.doi.org/10.3389/fimmu.2019.01516 Text en Copyright © 2019 Carter, Preall, Grigaityte, Goldfless, Jeffery, Briggs, Vigneault and Atwal. http://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 Carter, Jason A. Preall, Jonathan B. Grigaityte, Kristina Goldfless, Stephen J. Jeffery, Eric Briggs, Adrian W. Vigneault, Francois Atwal, Gurinder S. Single T Cell Sequencing Demonstrates the Functional Role of αβ TCR Pairing in Cell Lineage and Antigen Specificity |
title | Single T Cell Sequencing Demonstrates the Functional Role of αβ TCR Pairing in Cell Lineage and Antigen Specificity |
title_full | Single T Cell Sequencing Demonstrates the Functional Role of αβ TCR Pairing in Cell Lineage and Antigen Specificity |
title_fullStr | Single T Cell Sequencing Demonstrates the Functional Role of αβ TCR Pairing in Cell Lineage and Antigen Specificity |
title_full_unstemmed | Single T Cell Sequencing Demonstrates the Functional Role of αβ TCR Pairing in Cell Lineage and Antigen Specificity |
title_short | Single T Cell Sequencing Demonstrates the Functional Role of αβ TCR Pairing in Cell Lineage and Antigen Specificity |
title_sort | single t cell sequencing demonstrates the functional role of αβ tcr pairing in cell lineage and antigen specificity |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6684766/ https://www.ncbi.nlm.nih.gov/pubmed/31417541 http://dx.doi.org/10.3389/fimmu.2019.01516 |
work_keys_str_mv | AT carterjasona singletcellsequencingdemonstratesthefunctionalroleofabtcrpairingincelllineageandantigenspecificity AT prealljonathanb singletcellsequencingdemonstratesthefunctionalroleofabtcrpairingincelllineageandantigenspecificity AT grigaitytekristina singletcellsequencingdemonstratesthefunctionalroleofabtcrpairingincelllineageandantigenspecificity AT goldflessstephenj singletcellsequencingdemonstratesthefunctionalroleofabtcrpairingincelllineageandantigenspecificity AT jefferyeric singletcellsequencingdemonstratesthefunctionalroleofabtcrpairingincelllineageandantigenspecificity AT briggsadrianw singletcellsequencingdemonstratesthefunctionalroleofabtcrpairingincelllineageandantigenspecificity AT vigneaultfrancois singletcellsequencingdemonstratesthefunctionalroleofabtcrpairingincelllineageandantigenspecificity AT atwalgurinders singletcellsequencingdemonstratesthefunctionalroleofabtcrpairingincelllineageandantigenspecificity |