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Transcriptomic profile of TNF(high) MAIT cells is linked to B cell response following SARS-CoV-2 vaccination
INTRODUCTION: Higher frequencies of mucosal-associated invariant T (MAIT) cells were associated with an increased adaptive response to mRNA BNT162b2 SARS-CoV-2 vaccine, however, the mechanistic insights into this relationship are unknown. In the present study, we hypothesized that the TNF response o...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410451/ https://www.ncbi.nlm.nih.gov/pubmed/37564651 http://dx.doi.org/10.3389/fimmu.2023.1208662 |
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author | Marzano, Paolo Balin, Simone Terzoli, Sara Della Bella, Silvia Cazzetta, Valentina Piazza, Rocco Sandrock, Inga Ravens, Sarina Tan, Likai Prinz, Immo Calcaterra, Francesca Di Vito, Clara Cancellara, Assunta Calvi, Michela Carletti, Anna Franzese, Sara Frigo, Alessandro Darwish, Ahmed Voza, Antonio Mikulak, Joanna Mavilio, Domenico |
author_facet | Marzano, Paolo Balin, Simone Terzoli, Sara Della Bella, Silvia Cazzetta, Valentina Piazza, Rocco Sandrock, Inga Ravens, Sarina Tan, Likai Prinz, Immo Calcaterra, Francesca Di Vito, Clara Cancellara, Assunta Calvi, Michela Carletti, Anna Franzese, Sara Frigo, Alessandro Darwish, Ahmed Voza, Antonio Mikulak, Joanna Mavilio, Domenico |
author_sort | Marzano, Paolo |
collection | PubMed |
description | INTRODUCTION: Higher frequencies of mucosal-associated invariant T (MAIT) cells were associated with an increased adaptive response to mRNA BNT162b2 SARS-CoV-2 vaccine, however, the mechanistic insights into this relationship are unknown. In the present study, we hypothesized that the TNF response of MAIT cells supports B cell activation following SARS-CoV-2 immunization. METHODS: To investigate the effects of repeated SARS-CoV-2 vaccinations on the peripheral blood mononuclear cells (PBMCs), we performed a longitudinal single cell (sc)RNA-seq and scTCR-seq analysis of SARS-CoV-2 vaccinated healthy adults with two doses of the Pfizer-BioNTech BNT162b2 mRNA vaccine. Collection of PBMCs was performed 1 day before, 3 and 17 days after prime vaccination, and 3 days and 3 months following vaccine boost. Based on scRNA/TCR-seq data related to regulatory signals induced by the vaccine, we used computational approaches for the functional pathway enrichment analysis (Reactome), dynamics of the effector cell-polarization (RNA Velocity and CellRank), and cell-cell communication (NicheNet). RESULTS: We identified MAIT cells as an important source of TNF across circulating lymphocytes in response to repeated SARS-CoV-2 BNT162b2 vaccination. The TNF(high) signature of MAIT cells was induced by the second administration of the vaccine. Notably, the increased TNF expression was associated with MAIT cell proliferation and efficient anti-SARS-CoV-2 antibody production. Finally, by decoding the ligand-receptor interactions and incorporating intracellular signaling, we predicted TNF(high) MAIT cell interplay with different B cell subsets. In specific, predicted TNF-mediated activation was selectively directed to conventional switched memory B cells, which are deputed to high-affinity long-term memory. DISCUSSION: Overall, our results indicate that SARS-CoV-2 BNT162b2 vaccination influences MAIT cell frequencies and their transcriptional effector profile with the potential to promote B cell activation. This research also provides a blueprint for the promising use of MAIT cells as cellular adjuvants in mRNA-based vaccines. |
format | Online Article Text |
id | pubmed-10410451 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104104512023-08-10 Transcriptomic profile of TNF(high) MAIT cells is linked to B cell response following SARS-CoV-2 vaccination Marzano, Paolo Balin, Simone Terzoli, Sara Della Bella, Silvia Cazzetta, Valentina Piazza, Rocco Sandrock, Inga Ravens, Sarina Tan, Likai Prinz, Immo Calcaterra, Francesca Di Vito, Clara Cancellara, Assunta Calvi, Michela Carletti, Anna Franzese, Sara Frigo, Alessandro Darwish, Ahmed Voza, Antonio Mikulak, Joanna Mavilio, Domenico Front Immunol Immunology INTRODUCTION: Higher frequencies of mucosal-associated invariant T (MAIT) cells were associated with an increased adaptive response to mRNA BNT162b2 SARS-CoV-2 vaccine, however, the mechanistic insights into this relationship are unknown. In the present study, we hypothesized that the TNF response of MAIT cells supports B cell activation following SARS-CoV-2 immunization. METHODS: To investigate the effects of repeated SARS-CoV-2 vaccinations on the peripheral blood mononuclear cells (PBMCs), we performed a longitudinal single cell (sc)RNA-seq and scTCR-seq analysis of SARS-CoV-2 vaccinated healthy adults with two doses of the Pfizer-BioNTech BNT162b2 mRNA vaccine. Collection of PBMCs was performed 1 day before, 3 and 17 days after prime vaccination, and 3 days and 3 months following vaccine boost. Based on scRNA/TCR-seq data related to regulatory signals induced by the vaccine, we used computational approaches for the functional pathway enrichment analysis (Reactome), dynamics of the effector cell-polarization (RNA Velocity and CellRank), and cell-cell communication (NicheNet). RESULTS: We identified MAIT cells as an important source of TNF across circulating lymphocytes in response to repeated SARS-CoV-2 BNT162b2 vaccination. The TNF(high) signature of MAIT cells was induced by the second administration of the vaccine. Notably, the increased TNF expression was associated with MAIT cell proliferation and efficient anti-SARS-CoV-2 antibody production. Finally, by decoding the ligand-receptor interactions and incorporating intracellular signaling, we predicted TNF(high) MAIT cell interplay with different B cell subsets. In specific, predicted TNF-mediated activation was selectively directed to conventional switched memory B cells, which are deputed to high-affinity long-term memory. DISCUSSION: Overall, our results indicate that SARS-CoV-2 BNT162b2 vaccination influences MAIT cell frequencies and their transcriptional effector profile with the potential to promote B cell activation. This research also provides a blueprint for the promising use of MAIT cells as cellular adjuvants in mRNA-based vaccines. Frontiers Media S.A. 2023-07-26 /pmc/articles/PMC10410451/ /pubmed/37564651 http://dx.doi.org/10.3389/fimmu.2023.1208662 Text en Copyright © 2023 Marzano, Balin, Terzoli, Della Bella, Cazzetta, Piazza, Sandrock, Ravens, Tan, Prinz, Calcaterra, Di Vito, Cancellara, Calvi, Carletti, Franzese, Frigo, Darwish, Voza, Mikulak and Mavilio https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Marzano, Paolo Balin, Simone Terzoli, Sara Della Bella, Silvia Cazzetta, Valentina Piazza, Rocco Sandrock, Inga Ravens, Sarina Tan, Likai Prinz, Immo Calcaterra, Francesca Di Vito, Clara Cancellara, Assunta Calvi, Michela Carletti, Anna Franzese, Sara Frigo, Alessandro Darwish, Ahmed Voza, Antonio Mikulak, Joanna Mavilio, Domenico Transcriptomic profile of TNF(high) MAIT cells is linked to B cell response following SARS-CoV-2 vaccination |
title | Transcriptomic profile of TNF(high)
MAIT cells is linked to B cell response following SARS-CoV-2 vaccination |
title_full | Transcriptomic profile of TNF(high)
MAIT cells is linked to B cell response following SARS-CoV-2 vaccination |
title_fullStr | Transcriptomic profile of TNF(high)
MAIT cells is linked to B cell response following SARS-CoV-2 vaccination |
title_full_unstemmed | Transcriptomic profile of TNF(high)
MAIT cells is linked to B cell response following SARS-CoV-2 vaccination |
title_short | Transcriptomic profile of TNF(high)
MAIT cells is linked to B cell response following SARS-CoV-2 vaccination |
title_sort | transcriptomic profile of tnf(high)
mait cells is linked to b cell response following sars-cov-2 vaccination |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410451/ https://www.ncbi.nlm.nih.gov/pubmed/37564651 http://dx.doi.org/10.3389/fimmu.2023.1208662 |
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