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Measures of epitope binding degeneracy from T cell receptor repertoires
Adaptive immunity is driven by specific binding of hypervariable receptors to diverse molecular targets. The sequence diversity of receptors and targets are both individually known but because multiple receptors can recognize the same target, a measure of the effective “functional” diversity of the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942805/ https://www.ncbi.nlm.nih.gov/pubmed/36649423 http://dx.doi.org/10.1073/pnas.2213264120 |
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author | Mayer, Andreas Callan, Curtis G. |
author_facet | Mayer, Andreas Callan, Curtis G. |
author_sort | Mayer, Andreas |
collection | PubMed |
description | Adaptive immunity is driven by specific binding of hypervariable receptors to diverse molecular targets. The sequence diversity of receptors and targets are both individually known but because multiple receptors can recognize the same target, a measure of the effective “functional” diversity of the human immune system has remained elusive. Here, we show that sequence near-coincidences within T cell receptors that bind specific epitopes provide a new window into this problem and allow the quantification of how binding probability covaries with sequence. We find that near-coincidence statistics within epitope-specific repertoires imply a measure of binding degeneracy to amino acid changes in receptor sequence that is consistent across disparate experiments. Paired data on both chains of the heterodimeric receptor are particularly revealing since simultaneous near-coincidences are rare and we show how they can be exploited to estimate the number of epitope responses that created the memory compartment. In addition, we find that paired-chain coincidences are strongly suppressed across donors with different human leukocyte antigens, evidence for a central role of antigen-driven selection in making paired chain receptors public. These results demonstrate the power of coincidence analysis to reveal the sequence determinants of epitope binding in receptor repertoires. |
format | Online Article Text |
id | pubmed-9942805 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-99428052023-07-17 Measures of epitope binding degeneracy from T cell receptor repertoires Mayer, Andreas Callan, Curtis G. Proc Natl Acad Sci U S A Physical Sciences Adaptive immunity is driven by specific binding of hypervariable receptors to diverse molecular targets. The sequence diversity of receptors and targets are both individually known but because multiple receptors can recognize the same target, a measure of the effective “functional” diversity of the human immune system has remained elusive. Here, we show that sequence near-coincidences within T cell receptors that bind specific epitopes provide a new window into this problem and allow the quantification of how binding probability covaries with sequence. We find that near-coincidence statistics within epitope-specific repertoires imply a measure of binding degeneracy to amino acid changes in receptor sequence that is consistent across disparate experiments. Paired data on both chains of the heterodimeric receptor are particularly revealing since simultaneous near-coincidences are rare and we show how they can be exploited to estimate the number of epitope responses that created the memory compartment. In addition, we find that paired-chain coincidences are strongly suppressed across donors with different human leukocyte antigens, evidence for a central role of antigen-driven selection in making paired chain receptors public. These results demonstrate the power of coincidence analysis to reveal the sequence determinants of epitope binding in receptor repertoires. National Academy of Sciences 2023-01-17 2023-01-24 /pmc/articles/PMC9942805/ /pubmed/36649423 http://dx.doi.org/10.1073/pnas.2213264120 Text en Copyright © 2023 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Physical Sciences Mayer, Andreas Callan, Curtis G. Measures of epitope binding degeneracy from T cell receptor repertoires |
title | Measures of epitope binding degeneracy from T cell receptor repertoires |
title_full | Measures of epitope binding degeneracy from T cell receptor repertoires |
title_fullStr | Measures of epitope binding degeneracy from T cell receptor repertoires |
title_full_unstemmed | Measures of epitope binding degeneracy from T cell receptor repertoires |
title_short | Measures of epitope binding degeneracy from T cell receptor repertoires |
title_sort | measures of epitope binding degeneracy from t cell receptor repertoires |
topic | Physical Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942805/ https://www.ncbi.nlm.nih.gov/pubmed/36649423 http://dx.doi.org/10.1073/pnas.2213264120 |
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