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Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins
T cell receptor (TCR) repertoire data contain information about infections that could be used in disease diagnostics and vaccine development, but extracting that information remains a major challenge. Here we developed a statistical framework to detect TCR clone proliferation and contraction from lo...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6294963/ https://www.ncbi.nlm.nih.gov/pubmed/30459272 http://dx.doi.org/10.1073/pnas.1809642115 |
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author | Pogorelyy, Mikhail V. Minervina, Anastasia A. Touzel, Maximilian Puelma Sycheva, Anastasiia L. Komech, Ekaterina A. Kovalenko, Elena I. Karganova, Galina G. Egorov, Evgeniy S. Komkov, Alexander Yu. Chudakov, Dmitriy M. Mamedov, Ilgar Z. Mora, Thierry Walczak, Aleksandra M. Lebedev, Yuri B. |
author_facet | Pogorelyy, Mikhail V. Minervina, Anastasia A. Touzel, Maximilian Puelma Sycheva, Anastasiia L. Komech, Ekaterina A. Kovalenko, Elena I. Karganova, Galina G. Egorov, Evgeniy S. Komkov, Alexander Yu. Chudakov, Dmitriy M. Mamedov, Ilgar Z. Mora, Thierry Walczak, Aleksandra M. Lebedev, Yuri B. |
author_sort | Pogorelyy, Mikhail V. |
collection | PubMed |
description | T cell receptor (TCR) repertoire data contain information about infections that could be used in disease diagnostics and vaccine development, but extracting that information remains a major challenge. Here we developed a statistical framework to detect TCR clone proliferation and contraction from longitudinal repertoire data. We applied this framework to data from three pairs of identical twins immunized with the yellow fever vaccine. We identified 600 to 1,700 responding TCRs in each donor and validated them using three independent assays. While the responding TCRs were mostly private, albeit with higher overlap between twins, they could be well-predicted using a classifier based on sequence similarity. Our method can also be applied to samples obtained postinfection, making it suitable for systematic discovery of new infection-specific TCRs in the clinic. |
format | Online Article Text |
id | pubmed-6294963 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-62949632018-12-21 Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins Pogorelyy, Mikhail V. Minervina, Anastasia A. Touzel, Maximilian Puelma Sycheva, Anastasiia L. Komech, Ekaterina A. Kovalenko, Elena I. Karganova, Galina G. Egorov, Evgeniy S. Komkov, Alexander Yu. Chudakov, Dmitriy M. Mamedov, Ilgar Z. Mora, Thierry Walczak, Aleksandra M. Lebedev, Yuri B. Proc Natl Acad Sci U S A Physical Sciences T cell receptor (TCR) repertoire data contain information about infections that could be used in disease diagnostics and vaccine development, but extracting that information remains a major challenge. Here we developed a statistical framework to detect TCR clone proliferation and contraction from longitudinal repertoire data. We applied this framework to data from three pairs of identical twins immunized with the yellow fever vaccine. We identified 600 to 1,700 responding TCRs in each donor and validated them using three independent assays. While the responding TCRs were mostly private, albeit with higher overlap between twins, they could be well-predicted using a classifier based on sequence similarity. Our method can also be applied to samples obtained postinfection, making it suitable for systematic discovery of new infection-specific TCRs in the clinic. National Academy of Sciences 2018-12-11 2018-11-20 /pmc/articles/PMC6294963/ /pubmed/30459272 http://dx.doi.org/10.1073/pnas.1809642115 Text en Copyright © 2018 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ This open access 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 Pogorelyy, Mikhail V. Minervina, Anastasia A. Touzel, Maximilian Puelma Sycheva, Anastasiia L. Komech, Ekaterina A. Kovalenko, Elena I. Karganova, Galina G. Egorov, Evgeniy S. Komkov, Alexander Yu. Chudakov, Dmitriy M. Mamedov, Ilgar Z. Mora, Thierry Walczak, Aleksandra M. Lebedev, Yuri B. Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins |
title | Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins |
title_full | Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins |
title_fullStr | Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins |
title_full_unstemmed | Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins |
title_short | Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins |
title_sort | precise tracking of vaccine-responding t cell clones reveals convergent and personalized response in identical twins |
topic | Physical Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6294963/ https://www.ncbi.nlm.nih.gov/pubmed/30459272 http://dx.doi.org/10.1073/pnas.1809642115 |
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