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VaximmutorDB: A Web-Based Vaccine Immune Factor Database and Its Application for Understanding Vaccine-Induced Immune Mechanisms

Vaccines stimulate various immune factors critical to protective immune responses. However, a comprehensive picture of vaccine-induced immune factors and pathways have not been systematically collected and analyzed. To address this issue, we developed VaximmutorDB, a web-based database system of vac...

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Autores principales: Berke, Kimberly, Sun, Peter, Ong, Edison, Sanati, Nasim, Huffman, Anthony, Brunson, Timothy, Loney, Fred, Ostrow, Joseph, Racz, Rebecca, Zhao, Bin, Xiang, Zuoshuang, Masci, Anna Maria, Zheng, Jie, Wu, Guanming, He, Yongqun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7994782/
https://www.ncbi.nlm.nih.gov/pubmed/33777032
http://dx.doi.org/10.3389/fimmu.2021.639491
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author Berke, Kimberly
Sun, Peter
Ong, Edison
Sanati, Nasim
Huffman, Anthony
Brunson, Timothy
Loney, Fred
Ostrow, Joseph
Racz, Rebecca
Zhao, Bin
Xiang, Zuoshuang
Masci, Anna Maria
Zheng, Jie
Wu, Guanming
He, Yongqun
author_facet Berke, Kimberly
Sun, Peter
Ong, Edison
Sanati, Nasim
Huffman, Anthony
Brunson, Timothy
Loney, Fred
Ostrow, Joseph
Racz, Rebecca
Zhao, Bin
Xiang, Zuoshuang
Masci, Anna Maria
Zheng, Jie
Wu, Guanming
He, Yongqun
author_sort Berke, Kimberly
collection PubMed
description Vaccines stimulate various immune factors critical to protective immune responses. However, a comprehensive picture of vaccine-induced immune factors and pathways have not been systematically collected and analyzed. To address this issue, we developed VaximmutorDB, a web-based database system of vaccine immune factors (abbreviated as “vaximmutors”) manually curated from peer-reviewed articles. VaximmutorDB currently stores 1,740 vaccine immune factors from 13 host species (e.g., human, mouse, and pig). These vaximmutors were induced by 154 vaccines for 46 pathogens. Top 10 vaximmutors include three antibodies (IgG, IgG2a and IgG1), Th1 immune factors (IFN-γ and IL-2), Th2 immune factors (IL-4 and IL-6), TNF-α, CASP-1, and TLR8. Many enriched host processes (e.g., stimulatory C-type lectin receptor signaling pathway, SRP-dependent cotranslational protein targeting to membrane) and cellular components (e.g., extracellular exosome, nucleoplasm) by all the vaximmutors were identified. Using influenza as a model, live attenuated and killed inactivated influenza vaccines stimulate many shared pathways such as signaling of many interleukins (including IL-1, IL-4, IL-6, IL-13, IL-20, and IL-27), interferon signaling, MARK1 activation, and neutrophil degranulation. However, they also present their unique response patterns. While live attenuated influenza vaccine FluMist induced significant signal transduction responses, killed inactivated influenza vaccine Fluarix induced significant metabolism of protein responses. Two different Yellow Fever vaccine (YF-Vax) studies resulted in overlapping gene lists; however, they shared more portions of pathways than gene lists. Interestingly, live attenuated YF-Vax simulates significant metabolism of protein responses, which was similar to the pattern induced by killed inactivated Fluarix. A user-friendly web interface was generated to access, browse and search the VaximmutorDB database information. As the first web-based database of vaccine immune factors, VaximmutorDB provides systematical collection, standardization, storage, and analysis of experimentally verified vaccine immune factors, supporting better understanding of protective vaccine immunity.
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spelling pubmed-79947822021-03-27 VaximmutorDB: A Web-Based Vaccine Immune Factor Database and Its Application for Understanding Vaccine-Induced Immune Mechanisms Berke, Kimberly Sun, Peter Ong, Edison Sanati, Nasim Huffman, Anthony Brunson, Timothy Loney, Fred Ostrow, Joseph Racz, Rebecca Zhao, Bin Xiang, Zuoshuang Masci, Anna Maria Zheng, Jie Wu, Guanming He, Yongqun Front Immunol Immunology Vaccines stimulate various immune factors critical to protective immune responses. However, a comprehensive picture of vaccine-induced immune factors and pathways have not been systematically collected and analyzed. To address this issue, we developed VaximmutorDB, a web-based database system of vaccine immune factors (abbreviated as “vaximmutors”) manually curated from peer-reviewed articles. VaximmutorDB currently stores 1,740 vaccine immune factors from 13 host species (e.g., human, mouse, and pig). These vaximmutors were induced by 154 vaccines for 46 pathogens. Top 10 vaximmutors include three antibodies (IgG, IgG2a and IgG1), Th1 immune factors (IFN-γ and IL-2), Th2 immune factors (IL-4 and IL-6), TNF-α, CASP-1, and TLR8. Many enriched host processes (e.g., stimulatory C-type lectin receptor signaling pathway, SRP-dependent cotranslational protein targeting to membrane) and cellular components (e.g., extracellular exosome, nucleoplasm) by all the vaximmutors were identified. Using influenza as a model, live attenuated and killed inactivated influenza vaccines stimulate many shared pathways such as signaling of many interleukins (including IL-1, IL-4, IL-6, IL-13, IL-20, and IL-27), interferon signaling, MARK1 activation, and neutrophil degranulation. However, they also present their unique response patterns. While live attenuated influenza vaccine FluMist induced significant signal transduction responses, killed inactivated influenza vaccine Fluarix induced significant metabolism of protein responses. Two different Yellow Fever vaccine (YF-Vax) studies resulted in overlapping gene lists; however, they shared more portions of pathways than gene lists. Interestingly, live attenuated YF-Vax simulates significant metabolism of protein responses, which was similar to the pattern induced by killed inactivated Fluarix. A user-friendly web interface was generated to access, browse and search the VaximmutorDB database information. As the first web-based database of vaccine immune factors, VaximmutorDB provides systematical collection, standardization, storage, and analysis of experimentally verified vaccine immune factors, supporting better understanding of protective vaccine immunity. Frontiers Media S.A. 2021-03-12 /pmc/articles/PMC7994782/ /pubmed/33777032 http://dx.doi.org/10.3389/fimmu.2021.639491 Text en Copyright © 2021 Berke, Sun, Ong, Sanati, Huffman, Brunson, Loney, Ostrow, Racz, Zhao, Xiang, Masci, Zheng, Wu and He. http://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
Berke, Kimberly
Sun, Peter
Ong, Edison
Sanati, Nasim
Huffman, Anthony
Brunson, Timothy
Loney, Fred
Ostrow, Joseph
Racz, Rebecca
Zhao, Bin
Xiang, Zuoshuang
Masci, Anna Maria
Zheng, Jie
Wu, Guanming
He, Yongqun
VaximmutorDB: A Web-Based Vaccine Immune Factor Database and Its Application for Understanding Vaccine-Induced Immune Mechanisms
title VaximmutorDB: A Web-Based Vaccine Immune Factor Database and Its Application for Understanding Vaccine-Induced Immune Mechanisms
title_full VaximmutorDB: A Web-Based Vaccine Immune Factor Database and Its Application for Understanding Vaccine-Induced Immune Mechanisms
title_fullStr VaximmutorDB: A Web-Based Vaccine Immune Factor Database and Its Application for Understanding Vaccine-Induced Immune Mechanisms
title_full_unstemmed VaximmutorDB: A Web-Based Vaccine Immune Factor Database and Its Application for Understanding Vaccine-Induced Immune Mechanisms
title_short VaximmutorDB: A Web-Based Vaccine Immune Factor Database and Its Application for Understanding Vaccine-Induced Immune Mechanisms
title_sort vaximmutordb: a web-based vaccine immune factor database and its application for understanding vaccine-induced immune mechanisms
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7994782/
https://www.ncbi.nlm.nih.gov/pubmed/33777032
http://dx.doi.org/10.3389/fimmu.2021.639491
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