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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2018
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.
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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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