1. Systems Biology Methods Applied to Blood and Tissue for a Comprehensive Analysis of Immune Response to Hepatitis B Vaccine in Adults
- Author
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Rym Ben-Othman, Bing Cai, Aaron C. Liu, Natallia Varankovich, Daniel He, Travis M. Blimkie, Amy H. Lee, Erin E. Gill, Mark Novotny, Brian Aevermann, Sibyl Drissler, Casey P. Shannon, Sarah McCann, Kim Marty, Gordean Bjornson, Rachel D. Edgar, David Tse Shen Lin, Nicole Gladish, Julia Maclsaac, Nelly Amenyogbe, Queenie Chan, Alba Llibre, Joyce Collin, Elise Landais, Khoa Le, Samantha M. Reiss, Wayne C. Koff, Colin Havenar-Daughton, Manraj Heran, Bippan Sangha, David Walt, Mel Krajden, Shane Crotty, Devin Sok, Bryan Briney, Dennis R. Burton, Darragh Duffy, Leonard J. Foster, William W. Mohn, Michael S. Kobor, Scott J. Tebbutt, Ryan R. Brinkman, Richard H. Scheuermann, Robert E. W. Hancock, Tobias R. Kollmann, Manish Sadarangani, BC Children's Hospital Research Institute [Vancouver, BC, Canada] (BCCHR), University of British Columbia (UBC), The University of Western Australia (UWA), Simon Fraser University (SFU.ca), J. Craig Venter Institute [La Jolla, USA] (JCVI), St. Paul’s Hospital - University of British Columbia [Vancouver, BC, Canada] (SPH-UBC), Immunologie Translationnelle - Translational Immunology lab, Institut Pasteur [Paris] (IP), The Scripps Research Institute [La Jolla, San Diego], La Jolla Institute for Immunology [La Jolla, CA, États-Unis], Human Vaccines Project [New York], Harvard Medical School [Boston] (HMS), St. Paul’s Hospital - University of British Columbia [Vancouver, BC, Canada], Institut Pasteur [Paris], The Scripps Research Institute [La Jolla], University of California [San Diego] (UC San Diego), and University of California-University of California
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lcsh:Immunologic diseases. Allergy ,Adult ,Male ,0301 basic medicine ,Hepatitis B virus ,Hepatitis B vaccine ,Systems biology ,Immunology ,Computational biology ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Antibody Repertoire ,Monitoring, Immunologic ,Immunity ,vaccine ,Methods ,Humans ,Immunology and Allergy ,Medicine ,Hepatitis B Vaccines ,Prospective Studies ,Microbiome ,bio-informatic ,Aged ,Whole blood ,Aged, 80 and over ,multi-omic ,business.industry ,Systems Biology ,Vaccination ,Middle Aged ,lymph node ,Hepatitis B ,3. Good health ,single cell ,Treatment Outcome ,030104 developmental biology ,immunimonitoring ,gene expression ,[SDV.IMM]Life Sciences [q-bio]/Immunology ,Female ,lcsh:RC581-607 ,business ,030215 immunology - Abstract
International audience; Conventional vaccine design has been based on trial-and-error approaches, which have been generally successful. However, there have been some major failures in vaccine development and we still do not have highly effective licensed vaccines for tuberculosis, HIV, respiratory syncytial virus, and other major infections of global significance. Approaches at rational vaccine design have been limited by our understanding of the immune response to vaccination at the molecular level. Tools now exist to undertake in-depth analysis using systems biology approaches, but to be fully realized, studies are required in humans with intensive blood and tissue sampling. Methods that support this intensive sampling need to be developed and validated as feasible. To this end, we describe here a detailed approach that was applied in a study of 15 healthy adults, who were immunized with hepatitis B vaccine. Sampling included ~350 mL of blood, 12 microbiome samples, and lymph node fine needle aspirates obtained over a ~7-month period, enabling comprehensive analysis of the immune response at the molecular level, including single cell and tissue sample analysis. Samples were collected for analysis of immune phenotyping, whole blood and single cell gene expression, proteomics, lipidomics, epigenetics, whole blood response to key immune stimuli, cytokine responses, in vitro T cell responses, antibody repertoire analysis and the microbiome. Data integration was undertaken using different approaches-NetworkAnalyst and DIABLO. Our results demonstrate that such intensive sampling studies are feasible in healthy adults, and data integration tools exist to analyze the vast amount of data generated from a multi-omics systems biology approach. This will provide the basis for a better understanding of vaccine-induced immunity and accelerate future rational vaccine design.
- Published
- 2020