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Transcriptomic and Metabolic Responses to a Live-Attenuated Francisella tularensis Vaccine

The immune response to live-attenuated Francisella tularensis vaccine and its host evasion mechanisms are incompletely understood. Using RNA-Seq and LC–MS on samples collected pre-vaccination and at days 1, 2, 7, and 14 post-vaccination, we identified differentially expressed genes in PBMCs, metabol...

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Autores principales: Goll, Johannes B., Li, Shuzhao, Edwards, James L., Bosinger, Steven E., Jensen, Travis L., Wang, Yating, Hooper, William F., Gelber, Casey E., Sanders, Katherine L., Anderson, Evan J., Rouphael, Nadine, Natrajan, Muktha S., Johnson, Robert A., Sanz, Patrick, Hoft, Daniel, Mulligan, Mark J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7563297/
https://www.ncbi.nlm.nih.gov/pubmed/32722194
http://dx.doi.org/10.3390/vaccines8030412
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author Goll, Johannes B.
Li, Shuzhao
Edwards, James L.
Bosinger, Steven E.
Jensen, Travis L.
Wang, Yating
Hooper, William F.
Gelber, Casey E.
Sanders, Katherine L.
Anderson, Evan J.
Rouphael, Nadine
Natrajan, Muktha S.
Johnson, Robert A.
Sanz, Patrick
Hoft, Daniel
Mulligan, Mark J.
author_facet Goll, Johannes B.
Li, Shuzhao
Edwards, James L.
Bosinger, Steven E.
Jensen, Travis L.
Wang, Yating
Hooper, William F.
Gelber, Casey E.
Sanders, Katherine L.
Anderson, Evan J.
Rouphael, Nadine
Natrajan, Muktha S.
Johnson, Robert A.
Sanz, Patrick
Hoft, Daniel
Mulligan, Mark J.
author_sort Goll, Johannes B.
collection PubMed
description The immune response to live-attenuated Francisella tularensis vaccine and its host evasion mechanisms are incompletely understood. Using RNA-Seq and LC–MS on samples collected pre-vaccination and at days 1, 2, 7, and 14 post-vaccination, we identified differentially expressed genes in PBMCs, metabolites in serum, enriched pathways, and metabolites that correlated with T cell and B cell responses, or gene expression modules. While an early activation of interferon α/β signaling was observed, several innate immune signaling pathways including TLR, TNF, NF-κB, and NOD-like receptor signaling and key inflammatory cytokines such as Il-1α, Il-1β, and TNF typically activated following infection were suppressed. The NF-κB pathway was the most impacted and the likely route of attack. Plasma cells, immunoglobulin, and B cell signatures were evident by day 7. MHC I antigen presentation was more actively up-regulated first followed by MHC II which coincided with the emergence of humoral immune signatures. Metabolomics analysis showed that glycolysis and TCA cycle-related metabolites were perturbed including a decline in pyruvate. Correlation networks that provide hypotheses on the interplay between changes in innate immune, T cell, and B cell gene expression signatures and metabolites are provided. Results demonstrate the utility of transcriptomics and metabolomics for better understanding molecular mechanisms of vaccine response and potential host–pathogen interactions.
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spelling pubmed-75632972020-10-27 Transcriptomic and Metabolic Responses to a Live-Attenuated Francisella tularensis Vaccine Goll, Johannes B. Li, Shuzhao Edwards, James L. Bosinger, Steven E. Jensen, Travis L. Wang, Yating Hooper, William F. Gelber, Casey E. Sanders, Katherine L. Anderson, Evan J. Rouphael, Nadine Natrajan, Muktha S. Johnson, Robert A. Sanz, Patrick Hoft, Daniel Mulligan, Mark J. Vaccines (Basel) Article The immune response to live-attenuated Francisella tularensis vaccine and its host evasion mechanisms are incompletely understood. Using RNA-Seq and LC–MS on samples collected pre-vaccination and at days 1, 2, 7, and 14 post-vaccination, we identified differentially expressed genes in PBMCs, metabolites in serum, enriched pathways, and metabolites that correlated with T cell and B cell responses, or gene expression modules. While an early activation of interferon α/β signaling was observed, several innate immune signaling pathways including TLR, TNF, NF-κB, and NOD-like receptor signaling and key inflammatory cytokines such as Il-1α, Il-1β, and TNF typically activated following infection were suppressed. The NF-κB pathway was the most impacted and the likely route of attack. Plasma cells, immunoglobulin, and B cell signatures were evident by day 7. MHC I antigen presentation was more actively up-regulated first followed by MHC II which coincided with the emergence of humoral immune signatures. Metabolomics analysis showed that glycolysis and TCA cycle-related metabolites were perturbed including a decline in pyruvate. Correlation networks that provide hypotheses on the interplay between changes in innate immune, T cell, and B cell gene expression signatures and metabolites are provided. Results demonstrate the utility of transcriptomics and metabolomics for better understanding molecular mechanisms of vaccine response and potential host–pathogen interactions. MDPI 2020-07-24 /pmc/articles/PMC7563297/ /pubmed/32722194 http://dx.doi.org/10.3390/vaccines8030412 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Goll, Johannes B.
Li, Shuzhao
Edwards, James L.
Bosinger, Steven E.
Jensen, Travis L.
Wang, Yating
Hooper, William F.
Gelber, Casey E.
Sanders, Katherine L.
Anderson, Evan J.
Rouphael, Nadine
Natrajan, Muktha S.
Johnson, Robert A.
Sanz, Patrick
Hoft, Daniel
Mulligan, Mark J.
Transcriptomic and Metabolic Responses to a Live-Attenuated Francisella tularensis Vaccine
title Transcriptomic and Metabolic Responses to a Live-Attenuated Francisella tularensis Vaccine
title_full Transcriptomic and Metabolic Responses to a Live-Attenuated Francisella tularensis Vaccine
title_fullStr Transcriptomic and Metabolic Responses to a Live-Attenuated Francisella tularensis Vaccine
title_full_unstemmed Transcriptomic and Metabolic Responses to a Live-Attenuated Francisella tularensis Vaccine
title_short Transcriptomic and Metabolic Responses to a Live-Attenuated Francisella tularensis Vaccine
title_sort transcriptomic and metabolic responses to a live-attenuated francisella tularensis vaccine
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7563297/
https://www.ncbi.nlm.nih.gov/pubmed/32722194
http://dx.doi.org/10.3390/vaccines8030412
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