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Multimodal characterization of antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection

The human immune response to SARS-CoV-2 antigen after infection or vaccination is defined by the durable production of antibodies and T cells. Population-based monitoring typically focuses on antibody titer, but there is a need for improved characterization and quantification of T cell responses. He...

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Autores principales: Zhang, Bingjie, Upadhyay, Rabi, Hao, Yuhan, Samanovic, Marie I., Herati, Ramin S., Blair, John, Axelrad, Jordan, Mulligan, Mark J., Littman, Dan R., Satija, Rahul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9900816/
https://www.ncbi.nlm.nih.gov/pubmed/36747786
http://dx.doi.org/10.1101/2023.01.24.525203
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author Zhang, Bingjie
Upadhyay, Rabi
Hao, Yuhan
Samanovic, Marie I.
Herati, Ramin S.
Blair, John
Axelrad, Jordan
Mulligan, Mark J.
Littman, Dan R.
Satija, Rahul
author_facet Zhang, Bingjie
Upadhyay, Rabi
Hao, Yuhan
Samanovic, Marie I.
Herati, Ramin S.
Blair, John
Axelrad, Jordan
Mulligan, Mark J.
Littman, Dan R.
Satija, Rahul
author_sort Zhang, Bingjie
collection PubMed
description The human immune response to SARS-CoV-2 antigen after infection or vaccination is defined by the durable production of antibodies and T cells. Population-based monitoring typically focuses on antibody titer, but there is a need for improved characterization and quantification of T cell responses. Here, we utilize multimodal sequencing technologies to perform a longitudinal analysis of circulating human leukocytes collected before and after BNT162b2 immunization. Our data reveal distinct subpopulations of CD8(+) T cells which reliably appear 28 days after prime vaccination (7 days post boost). Using a suite of cross-modality integration tools, we define their transcriptome, accessible chromatin landscape, and immunophenotype, and identify unique biomarkers within each modality. By leveraging DNA-oligo-tagged peptide-MHC multimers and T cell receptor sequencing, we demonstrate that this vaccine-induced population is SARS-CoV-2 antigen-specific and capable of rapid clonal expansion. Moreover, we also identify these CD8(+) populations in scRNA-seq datasets from COVID-19 patients and find that their relative frequency and differentiation outcomes are predictive of subsequent clinical outcomes. Our work contributes to our understanding of T cell immunity, and highlights the potential for integrative and multimodal analysis to characterize rare cell populations.
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spelling pubmed-99008162023-02-07 Multimodal characterization of antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection Zhang, Bingjie Upadhyay, Rabi Hao, Yuhan Samanovic, Marie I. Herati, Ramin S. Blair, John Axelrad, Jordan Mulligan, Mark J. Littman, Dan R. Satija, Rahul bioRxiv Article The human immune response to SARS-CoV-2 antigen after infection or vaccination is defined by the durable production of antibodies and T cells. Population-based monitoring typically focuses on antibody titer, but there is a need for improved characterization and quantification of T cell responses. Here, we utilize multimodal sequencing technologies to perform a longitudinal analysis of circulating human leukocytes collected before and after BNT162b2 immunization. Our data reveal distinct subpopulations of CD8(+) T cells which reliably appear 28 days after prime vaccination (7 days post boost). Using a suite of cross-modality integration tools, we define their transcriptome, accessible chromatin landscape, and immunophenotype, and identify unique biomarkers within each modality. By leveraging DNA-oligo-tagged peptide-MHC multimers and T cell receptor sequencing, we demonstrate that this vaccine-induced population is SARS-CoV-2 antigen-specific and capable of rapid clonal expansion. Moreover, we also identify these CD8(+) populations in scRNA-seq datasets from COVID-19 patients and find that their relative frequency and differentiation outcomes are predictive of subsequent clinical outcomes. Our work contributes to our understanding of T cell immunity, and highlights the potential for integrative and multimodal analysis to characterize rare cell populations. Cold Spring Harbor Laboratory 2023-01-24 /pmc/articles/PMC9900816/ /pubmed/36747786 http://dx.doi.org/10.1101/2023.01.24.525203 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Zhang, Bingjie
Upadhyay, Rabi
Hao, Yuhan
Samanovic, Marie I.
Herati, Ramin S.
Blair, John
Axelrad, Jordan
Mulligan, Mark J.
Littman, Dan R.
Satija, Rahul
Multimodal characterization of antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title Multimodal characterization of antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_full Multimodal characterization of antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_fullStr Multimodal characterization of antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_full_unstemmed Multimodal characterization of antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_short Multimodal characterization of antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_sort multimodal characterization of antigen-specific cd8(+) t cells across sars-cov-2 vaccination and infection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9900816/
https://www.ncbi.nlm.nih.gov/pubmed/36747786
http://dx.doi.org/10.1101/2023.01.24.525203
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