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Longitudinal Dynamics of Human B-Cell Response at the Single-Cell Level in Response to Tdap Vaccination

To mount an adequate immune response against pathogens, stepwise mutation and selection processes are crucial functions of the adaptive immune system. To better characterize a successful vaccination response, we performed longitudinal (days 0, 5, 7, 10, and 14 after Boostrix vaccination) analysis of...

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Autores principales: Khatri, Indu, Diks, Annieck M., van den Akker, Erik B., Oosten, Liesbeth E. M., Zwaginga, Jaap Jan, Reinders, Marcel J. T., van Dongen, Jacques J. M., Berkowska, Magdalena A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617659/
https://www.ncbi.nlm.nih.gov/pubmed/34835283
http://dx.doi.org/10.3390/vaccines9111352
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author Khatri, Indu
Diks, Annieck M.
van den Akker, Erik B.
Oosten, Liesbeth E. M.
Zwaginga, Jaap Jan
Reinders, Marcel J. T.
van Dongen, Jacques J. M.
Berkowska, Magdalena A.
author_facet Khatri, Indu
Diks, Annieck M.
van den Akker, Erik B.
Oosten, Liesbeth E. M.
Zwaginga, Jaap Jan
Reinders, Marcel J. T.
van Dongen, Jacques J. M.
Berkowska, Magdalena A.
author_sort Khatri, Indu
collection PubMed
description To mount an adequate immune response against pathogens, stepwise mutation and selection processes are crucial functions of the adaptive immune system. To better characterize a successful vaccination response, we performed longitudinal (days 0, 5, 7, 10, and 14 after Boostrix vaccination) analysis of the single-cell transcriptome as well as the B-cell receptor (BCR) repertoire (scBCR-rep) in plasma cells of an immunized donor and compared it with baseline B-cell characteristics as well as flow cytometry findings. Based on the flow cytometry knowledge and literature findings, we discriminated individual B-cell subsets in the transcriptomics data and traced over-time maturation of plasmablasts/plasma cells (PB/PCs) and identified the pathways associated with the plasma cell maturation. We observed that the repertoire in PB/PCs differed from the baseline B-cell repertoire e.g., regarding expansion of unique clones in post-vaccination visits, high usage of IGHG1 in expanded clones, increased class-switching events post-vaccination represented by clonotypes spanning multiple IGHC classes and positive selection of CDR3 sequences over time. Importantly, the Variable gene family-based clustering of BCRs represented a similar measure as the gene-based clustering, but certainly improved the clustering of BCRs, as BCRs from duplicated Variable gene families could be clustered together. Finally, we developed a query tool to dissect the immune response to the components of the Boostrix vaccine. Using this tool, we could identify the BCRs related to anti-tetanus and anti-pertussis toxoid BCRs. Collectively, we developed a bioinformatic workflow which allows description of the key features of an ongoing (longitudinal) immune response, such as activation of PB/PCs, Ig class switching, somatic hypermutation, and clonal expansion, all of which are hallmarks of antigen exposure, followed by mutation & selection processes.
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spelling pubmed-86176592021-11-27 Longitudinal Dynamics of Human B-Cell Response at the Single-Cell Level in Response to Tdap Vaccination Khatri, Indu Diks, Annieck M. van den Akker, Erik B. Oosten, Liesbeth E. M. Zwaginga, Jaap Jan Reinders, Marcel J. T. van Dongen, Jacques J. M. Berkowska, Magdalena A. Vaccines (Basel) Article To mount an adequate immune response against pathogens, stepwise mutation and selection processes are crucial functions of the adaptive immune system. To better characterize a successful vaccination response, we performed longitudinal (days 0, 5, 7, 10, and 14 after Boostrix vaccination) analysis of the single-cell transcriptome as well as the B-cell receptor (BCR) repertoire (scBCR-rep) in plasma cells of an immunized donor and compared it with baseline B-cell characteristics as well as flow cytometry findings. Based on the flow cytometry knowledge and literature findings, we discriminated individual B-cell subsets in the transcriptomics data and traced over-time maturation of plasmablasts/plasma cells (PB/PCs) and identified the pathways associated with the plasma cell maturation. We observed that the repertoire in PB/PCs differed from the baseline B-cell repertoire e.g., regarding expansion of unique clones in post-vaccination visits, high usage of IGHG1 in expanded clones, increased class-switching events post-vaccination represented by clonotypes spanning multiple IGHC classes and positive selection of CDR3 sequences over time. Importantly, the Variable gene family-based clustering of BCRs represented a similar measure as the gene-based clustering, but certainly improved the clustering of BCRs, as BCRs from duplicated Variable gene families could be clustered together. Finally, we developed a query tool to dissect the immune response to the components of the Boostrix vaccine. Using this tool, we could identify the BCRs related to anti-tetanus and anti-pertussis toxoid BCRs. Collectively, we developed a bioinformatic workflow which allows description of the key features of an ongoing (longitudinal) immune response, such as activation of PB/PCs, Ig class switching, somatic hypermutation, and clonal expansion, all of which are hallmarks of antigen exposure, followed by mutation & selection processes. MDPI 2021-11-18 /pmc/articles/PMC8617659/ /pubmed/34835283 http://dx.doi.org/10.3390/vaccines9111352 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Khatri, Indu
Diks, Annieck M.
van den Akker, Erik B.
Oosten, Liesbeth E. M.
Zwaginga, Jaap Jan
Reinders, Marcel J. T.
van Dongen, Jacques J. M.
Berkowska, Magdalena A.
Longitudinal Dynamics of Human B-Cell Response at the Single-Cell Level in Response to Tdap Vaccination
title Longitudinal Dynamics of Human B-Cell Response at the Single-Cell Level in Response to Tdap Vaccination
title_full Longitudinal Dynamics of Human B-Cell Response at the Single-Cell Level in Response to Tdap Vaccination
title_fullStr Longitudinal Dynamics of Human B-Cell Response at the Single-Cell Level in Response to Tdap Vaccination
title_full_unstemmed Longitudinal Dynamics of Human B-Cell Response at the Single-Cell Level in Response to Tdap Vaccination
title_short Longitudinal Dynamics of Human B-Cell Response at the Single-Cell Level in Response to Tdap Vaccination
title_sort longitudinal dynamics of human b-cell response at the single-cell level in response to tdap vaccination
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617659/
https://www.ncbi.nlm.nih.gov/pubmed/34835283
http://dx.doi.org/10.3390/vaccines9111352
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