Cargando…

Multimodal single-cell datasets characterize antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection

The 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...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Bingjie, Upadhyay, Rabi, Hao, Yuhan, Samanovic, Marie I., Herati, Ramin S., Blair, John D., Axelrad, Jordan, Mulligan, Mark J., Littman, Dan R., Satija, Rahul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10522491/
https://www.ncbi.nlm.nih.gov/pubmed/37735591
http://dx.doi.org/10.1038/s41590-023-01608-9
_version_ 1785110366570676224
author Zhang, Bingjie
Upadhyay, Rabi
Hao, Yuhan
Samanovic, Marie I.
Herati, Ramin S.
Blair, John D.
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 D.
Axelrad, Jordan
Mulligan, Mark J.
Littman, Dan R.
Satija, Rahul
author_sort Zhang, Bingjie
collection PubMed
description The 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 used multimodal sequencing technologies to perform a longitudinal analysis of circulating human leukocytes collected before and after immunization with the mRNA vaccine BNT162b2. Our data indicated distinct subpopulations of CD8(+) T cells, which reliably appeared 28 days after prime vaccination. Using a suite of cross-modality integration tools, we defined their transcriptome, accessible chromatin landscape and immunophenotype, and we identified unique biomarkers within each modality. We further showed that this vaccine-induced population was SARS-CoV-2 antigen-specific and capable of rapid clonal expansion. Moreover, we identified these CD8(+) T cell populations in scRNA-seq datasets from COVID-19 patients and found that their relative frequency and differentiation outcomes were predictive of subsequent clinical outcomes.
format Online
Article
Text
id pubmed-10522491
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group US
record_format MEDLINE/PubMed
spelling pubmed-105224912023-09-28 Multimodal single-cell datasets characterize 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 D. Axelrad, Jordan Mulligan, Mark J. Littman, Dan R. Satija, Rahul Nat Immunol Article The 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 used multimodal sequencing technologies to perform a longitudinal analysis of circulating human leukocytes collected before and after immunization with the mRNA vaccine BNT162b2. Our data indicated distinct subpopulations of CD8(+) T cells, which reliably appeared 28 days after prime vaccination. Using a suite of cross-modality integration tools, we defined their transcriptome, accessible chromatin landscape and immunophenotype, and we identified unique biomarkers within each modality. We further showed that this vaccine-induced population was SARS-CoV-2 antigen-specific and capable of rapid clonal expansion. Moreover, we identified these CD8(+) T cell populations in scRNA-seq datasets from COVID-19 patients and found that their relative frequency and differentiation outcomes were predictive of subsequent clinical outcomes. Nature Publishing Group US 2023-09-21 2023 /pmc/articles/PMC10522491/ /pubmed/37735591 http://dx.doi.org/10.1038/s41590-023-01608-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zhang, Bingjie
Upadhyay, Rabi
Hao, Yuhan
Samanovic, Marie I.
Herati, Ramin S.
Blair, John D.
Axelrad, Jordan
Mulligan, Mark J.
Littman, Dan R.
Satija, Rahul
Multimodal single-cell datasets characterize antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title Multimodal single-cell datasets characterize antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_full Multimodal single-cell datasets characterize antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_fullStr Multimodal single-cell datasets characterize antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_full_unstemmed Multimodal single-cell datasets characterize antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_short Multimodal single-cell datasets characterize antigen-specific CD8(+) T cells across SARS-CoV-2 vaccination and infection
title_sort multimodal single-cell datasets characterize antigen-specific cd8(+) t cells across sars-cov-2 vaccination and infection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10522491/
https://www.ncbi.nlm.nih.gov/pubmed/37735591
http://dx.doi.org/10.1038/s41590-023-01608-9
work_keys_str_mv AT zhangbingjie multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection
AT upadhyayrabi multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection
AT haoyuhan multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection
AT samanovicmariei multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection
AT heratiramins multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection
AT blairjohnd multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection
AT axelradjordan multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection
AT mulliganmarkj multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection
AT littmandanr multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection
AT satijarahul multimodalsinglecelldatasetscharacterizeantigenspecificcd8tcellsacrosssarscov2vaccinationandinfection