Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
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
_version_ 1785086461985423360
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
work_keys_str_mv AT marzanopaolo transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT balinsimone transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT terzolisara transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT dellabellasilvia transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT cazzettavalentina transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT piazzarocco transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT sandrockinga transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT ravenssarina transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT tanlikai transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT prinzimmo transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT calcaterrafrancesca transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT divitoclara transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT cancellaraassunta transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT calvimichela transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT carlettianna transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT franzesesara transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT frigoalessandro transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT darwishahmed transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT vozaantonio transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT mikulakjoanna transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination
AT maviliodomenico transcriptomicprofileoftnfhighmaitcellsislinkedtobcellresponsefollowingsarscov2vaccination