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Identifying and Tracking Low-Frequency Virus-Specific TCR Clonotypes Using High-Throughput Sequencing
Tracking antigen-specific T cell responses over time within individuals is difficult because of lack of knowledge of antigen-specific TCR sequences, limitations in sample size, and assay sensitivities. We hypothesized that analyses of high-throughput sequencing of TCR clonotypes could provide functi...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s).
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7770954/ https://www.ncbi.nlm.nih.gov/pubmed/30485806 http://dx.doi.org/10.1016/j.celrep.2018.11.009 |
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author | Wolf, Kyle Hether, Tyler Gilchuk, Pavlo Kumar, Amrendra Rajeh, Ahmad Schiebout, Courtney Maybruck, Julie Buller, R. Mark Ahn, Tae-Hyuk Joyce, Sebastian DiPaolo, Richard J. |
author_facet | Wolf, Kyle Hether, Tyler Gilchuk, Pavlo Kumar, Amrendra Rajeh, Ahmad Schiebout, Courtney Maybruck, Julie Buller, R. Mark Ahn, Tae-Hyuk Joyce, Sebastian DiPaolo, Richard J. |
author_sort | Wolf, Kyle |
collection | PubMed |
description | Tracking antigen-specific T cell responses over time within individuals is difficult because of lack of knowledge of antigen-specific TCR sequences, limitations in sample size, and assay sensitivities. We hypothesized that analyses of high-throughput sequencing of TCR clonotypes could provide functional readouts of individuals’ immunological histories. Using high-throughput TCR sequencing, we develop a database of TCRβ sequences from large cohorts of mice before (naive) and after smallpox vaccination. We computationally identify 315 vaccine-associated TCR sequences (VATS) that are used to train a diagnostic classifier that distinguishes naive from vaccinated samples in mice up to 9 months post-vaccination with >99% accuracy. We determine that the VATS library contains virus-responsive TCRs by in vitro expansion assays and virus-specific tetramer sorting. These data outline a platform for advancing our capabilities to identify pathogen-specific TCR sequences, which can be used to identify and quantitate low-frequency pathogen-specific TCR sequences in circulation over time with exceptional sensitivity. |
format | Online Article Text |
id | pubmed-7770954 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | The Author(s). |
record_format | MEDLINE/PubMed |
spelling | pubmed-77709542020-12-29 Identifying and Tracking Low-Frequency Virus-Specific TCR Clonotypes Using High-Throughput Sequencing Wolf, Kyle Hether, Tyler Gilchuk, Pavlo Kumar, Amrendra Rajeh, Ahmad Schiebout, Courtney Maybruck, Julie Buller, R. Mark Ahn, Tae-Hyuk Joyce, Sebastian DiPaolo, Richard J. Cell Rep Article Tracking antigen-specific T cell responses over time within individuals is difficult because of lack of knowledge of antigen-specific TCR sequences, limitations in sample size, and assay sensitivities. We hypothesized that analyses of high-throughput sequencing of TCR clonotypes could provide functional readouts of individuals’ immunological histories. Using high-throughput TCR sequencing, we develop a database of TCRβ sequences from large cohorts of mice before (naive) and after smallpox vaccination. We computationally identify 315 vaccine-associated TCR sequences (VATS) that are used to train a diagnostic classifier that distinguishes naive from vaccinated samples in mice up to 9 months post-vaccination with >99% accuracy. We determine that the VATS library contains virus-responsive TCRs by in vitro expansion assays and virus-specific tetramer sorting. These data outline a platform for advancing our capabilities to identify pathogen-specific TCR sequences, which can be used to identify and quantitate low-frequency pathogen-specific TCR sequences in circulation over time with exceptional sensitivity. The Author(s). 2018-11-27 2018-11-27 /pmc/articles/PMC7770954/ /pubmed/30485806 http://dx.doi.org/10.1016/j.celrep.2018.11.009 Text en © 2018 The Author(s) Elsevier has created a Monkeypox Information Center in response to the declared public health emergency of international concern, with free information in English on the monkeypox virus. The Monkeypox Information Center is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its monkeypox related research that is available on the Monkeypox Information Center - including this research content - immediately available in publicly funded repositories, with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the Monkeypox Information Center remains active. |
spellingShingle | Article Wolf, Kyle Hether, Tyler Gilchuk, Pavlo Kumar, Amrendra Rajeh, Ahmad Schiebout, Courtney Maybruck, Julie Buller, R. Mark Ahn, Tae-Hyuk Joyce, Sebastian DiPaolo, Richard J. Identifying and Tracking Low-Frequency Virus-Specific TCR Clonotypes Using High-Throughput Sequencing |
title | Identifying and Tracking Low-Frequency Virus-Specific TCR Clonotypes Using High-Throughput Sequencing |
title_full | Identifying and Tracking Low-Frequency Virus-Specific TCR Clonotypes Using High-Throughput Sequencing |
title_fullStr | Identifying and Tracking Low-Frequency Virus-Specific TCR Clonotypes Using High-Throughput Sequencing |
title_full_unstemmed | Identifying and Tracking Low-Frequency Virus-Specific TCR Clonotypes Using High-Throughput Sequencing |
title_short | Identifying and Tracking Low-Frequency Virus-Specific TCR Clonotypes Using High-Throughput Sequencing |
title_sort | identifying and tracking low-frequency virus-specific tcr clonotypes using high-throughput sequencing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7770954/ https://www.ncbi.nlm.nih.gov/pubmed/30485806 http://dx.doi.org/10.1016/j.celrep.2018.11.009 |
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