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

被引:8
作者
Berke, Kimberly [1 ,2 ]
Sun, Peter [1 ]
Ong, Edison [3 ]
Sanati, Nasim [4 ]
Huffman, Anthony [3 ]
Brunson, Timothy [4 ]
Loney, Fred [4 ]
Ostrow, Joseph [1 ]
Racz, Rebecca [1 ]
Zhao, Bin [1 ]
Xiang, Zuoshuang [1 ]
Masci, Anna Maria [5 ]
Zheng, Jie [6 ]
Wu, Guanming [4 ]
He, Yongqun [7 ,8 ,9 ]
机构
[1] Univ Michigan, Coll Literature Sci & Arts, Ann Arbor, MI 48109 USA
[2] Cent Michigan Coll Med, Mt Pleasant, MI USA
[3] Univ Michigan, Dept Computat Med & Biol, Ann Arbor, MI 48109 USA
[4] Oregon Hlth & Sci Univ, Dept Med Informat & Clin Epidemiol, Portland, OR 97201 USA
[5] Duke Univ, Sch Med, Dept Biostat & Bioinformat, Durham, NC USA
[6] Univ Penn, Dept Genet, Perelman Sch Med, Philadelphia, PA 19104 USA
[7] Univ Michigan, Unit Lab Anim Med, Med Sch, Ann Arbor, MI 48109 USA
[8] Univ Michigan, Med Sch, Dept Microbiol & Immunol, Ann Arbor, MI 48109 USA
[9] Univ Michigan, Ctr Computat Med & Biol, Ann Arbor, MI 48109 USA
关键词
vaccine; vaccine immune factor; immunology; database; bioinformatics; Reactome pathways; YELLOW-FEVER VACCINE; SEASONAL INFLUENZA; INNATE IMMUNITY; ONTOLOGY; RECOGNITION; DISTINCT; CELLS; PREVENTION; IMMUNOLOGY; EXPRESSION;
D O I
10.3389/fimmu.2021.639491
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
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-gamma and IL-2), Th2 immune factors (IL-4 and IL-6), TNF-alpha, 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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页数:12
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