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Sustained IL-15 response signature predicts RhCMV/SIV vaccine efficacy

Fredrik Barrenäs, Scott G. Hansen, Lynn Law, Connor Driscoll, Richard R. Green, Elise Smith, Jean Chang, View ORCID ProfileInah Golez, View ORCID ProfileTaryn Urion, View ORCID ProfileXinxia Peng, Leanne Whitmore, Daniel Newhouse, Colette M. Hughes, View ORCID ProfileDavid Morrow, Kurt T. Randall, Andrea N. Selseth, View ORCID ProfileJulia C. Ford, Roxanne M. Gilbride, View ORCID ProfileBryan E. Randall, View ORCID ProfileEmily Ainslie, Kelli Oswald, Rebecca Shoemaker, Randy Fast, View ORCID ProfileWilliam J. Bosche, View ORCID ProfileMichael K. Axthelm, Yoshinori Fukazawa, View ORCID ProfileGeorge N. Pavlakis, Barbara K. Felber, View ORCID ProfileSlim Fourati, Rafick-Pierre Sekaly, Jeffrey D. Lifson, View ORCID ProfileJan Komorowski, View ORCID ProfileEwelina Kosmider, View ORCID ProfileJason Shao, View ORCID ProfileWenjun Song, View ORCID ProfilePaul T. Edlefsen, Louis J. Picker, View ORCID ProfileMichael Gale Jr.
doi: https://doi.org/10.1101/2021.01.11.426199
Fredrik Barrenäs
1Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden
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Scott G. Hansen
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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Lynn Law
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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Connor Driscoll
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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Richard R. Green
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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Elise Smith
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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Jean Chang
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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Inah Golez
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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  • ORCID record for Inah Golez
Taryn Urion
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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Xinxia Peng
4Department of Molecular Biomedical Sciences and Bioinformatics Research Center, North Carolina State University, Raleigh, NC, USA
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Leanne Whitmore
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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Daniel Newhouse
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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Colette M. Hughes
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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David Morrow
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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Kurt T. Randall
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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Andrea N. Selseth
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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Julia C. Ford
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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Roxanne M. Gilbride
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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Bryan E. Randall
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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Emily Ainslie
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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Kelli Oswald
5AIDS and Cancer Virus Program, SAIC Frederick, Inc., Frederick National Laboratory, Leidos Biomedical Research, Inc., Frederick, MD, USA
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Rebecca Shoemaker
5AIDS and Cancer Virus Program, SAIC Frederick, Inc., Frederick National Laboratory, Leidos Biomedical Research, Inc., Frederick, MD, USA
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Randy Fast
5AIDS and Cancer Virus Program, SAIC Frederick, Inc., Frederick National Laboratory, Leidos Biomedical Research, Inc., Frederick, MD, USA
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William J. Bosche
5AIDS and Cancer Virus Program, SAIC Frederick, Inc., Frederick National Laboratory, Leidos Biomedical Research, Inc., Frederick, MD, USA
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  • ORCID record for William J. Bosche
Michael K. Axthelm
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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Yoshinori Fukazawa
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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George N. Pavlakis
6Human Retrovirus Section, Vaccine Branch, National Cancer Institute at Frederick, Frederick, Maryland, USA
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Barbara K. Felber
7Human Retrovirus Pathogenesis Section, Vaccine Branch, National Cancer Institute at Frederick, Frederick, Maryland, USA
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Slim Fourati
8Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
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Rafick-Pierre Sekaly
8Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
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Jeffrey D. Lifson
5AIDS and Cancer Virus Program, SAIC Frederick, Inc., Frederick National Laboratory, Leidos Biomedical Research, Inc., Frederick, MD, USA
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Jan Komorowski
1Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden
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Ewelina Kosmider
9Statistical Center for HIV/AIDS Research and Prevention, Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Jason Shao
9Statistical Center for HIV/AIDS Research and Prevention, Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Wenjun Song
9Statistical Center for HIV/AIDS Research and Prevention, Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Paul T. Edlefsen
9Statistical Center for HIV/AIDS Research and Prevention, Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Louis J. Picker
2Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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  • For correspondence: mgale@uw.edu pickerl@ohsu.edu
Michael Gale Jr.
3Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
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  • For correspondence: mgale@uw.edu pickerl@ohsu.edu
  • Abstract
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Abstract

Simian immunodeficiency virus (SIV) challenge of rhesus macaques (RMs) vaccinated with Rhesus Cytomegalovirus (RhCMV) vectors expressing SIV proteins (RhCMV/SIV) results in a binary outcome: stringent control and subsequent clearance of highly pathogenic SIV in ~55% of vaccinated RMs with no protection in the remaining 45%. Although previous work suggests that unconventionally restricted, SIV-specific, effector-memory (EM)-biased CD8+ T cell responses are necessary for efficacy, the magnitude of these responses does not predict efficacy, and the basis of protection vs. non-protection in RhCMV/SIV vector-vaccinated RMs has not been elucidated. Here, we report that RhCMV/SIV vector administration strikingly alters the whole blood transcriptome of vaccinated RMs, with the sustained induction of specific immune-related pathways, including non-canonical T cell receptor (TCR), toll-lie receptor (TLR), inflammasome/cell death, and interleukin-15 (IL-15) signaling, significantly predicting protection. The IL-15 gene expression signature was further evaluated in an independent RM IL-15 treatment cohort, revealing that in whole blood the response to IL-15 is inclusive of innate and adaptive immune gene expression networks that link with RhCMV/SIV vaccine efficacy. We also show that this IL-15 response signature similarly tracks with vaccine protection in an independent RhCMV/SIV vaccination/SIV challenge RM validation cohort. Thus, the RhCMV/SIV vaccine imparts a coordinated and persistent induction of innate and adaptive immune pathways featuring IL-15, a known regulator of CD8+ T cell function, that enable vaccine-elicited CD8+ T cells to mediate protection against highly pathogenic SIV challenge.

Author Summary SIV insert-expressing vaccine vectors based on strain 68-1 RhCMV elicit robust, highly effector-memory-biased T cell responses that are associated with an unprecedented level of SIV control after challenge (replication arrest leading to clearance) in slightly over half of vaccinated monkeys. Since efficacy is not predicted by standard measures of immunogenicity, we used functional genomics analysis of RhCMV/SIV vaccinated monkeys with known challenge outcomes to identify immune correlates of protection. We found that arrest of viral replication after challenge significantly correlates with a vaccine-induced response to IL-15 that includes modulation of T cell, inflammation, TLR signaling, and cell death programming. These data suggest that RhCMV/SIV efficacy is not based on chance, but rather, results from a coordinated and sustained vaccine-mediated induction of innate and adaptive immune pathways featuring IL-15, a known regulator of CD8+ effector-memory T cell function, that enable vaccine-elicited CD8+ T cells to mediate efficacy.

  • Abbreviations

    Bo
    boost
    DE
    differentially expressed
    DDE
    differential expression of DE genes (protected vs. non-protected)
    EM
    effector-memory
    FC
    fold-change
    FDR
    false discovery rate
    ICS
    intracellular cytokine staining
    IRF
    interferon regulatory factor
    ISGs
    interferon stimulated genes
    ONPRC
    Oregon National Primate Research Center
    PI3K
    phosphatidylinositol responsive kinase
    Pr
    prime
    preCh
    pre-challenge
    PC
    principal component
    PCA
    principal component analysis
    RhCMV
    Rhesus Cytomegalovirus
    RMs
    rhesus macaques
    SIV
    Simian Immunodeficiency Virus
    subQ
    subcutaneous
  • Copyright 
    The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is also made available for use under a CC0 license.
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    Posted January 11, 2021.
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    Sustained IL-15 response signature predicts RhCMV/SIV vaccine efficacy
    Fredrik Barrenäs, Scott G. Hansen, Lynn Law, Connor Driscoll, Richard R. Green, Elise Smith, Jean Chang, Inah Golez, Taryn Urion, Xinxia Peng, Leanne Whitmore, Daniel Newhouse, Colette M. Hughes, David Morrow, Kurt T. Randall, Andrea N. Selseth, Julia C. Ford, Roxanne M. Gilbride, Bryan E. Randall, Emily Ainslie, Kelli Oswald, Rebecca Shoemaker, Randy Fast, William J. Bosche, Michael K. Axthelm, Yoshinori Fukazawa, George N. Pavlakis, Barbara K. Felber, Slim Fourati, Rafick-Pierre Sekaly, Jeffrey D. Lifson, Jan Komorowski, Ewelina Kosmider, Jason Shao, Wenjun Song, Paul T. Edlefsen, Louis J. Picker, Michael Gale Jr.
    bioRxiv 2021.01.11.426199; doi: https://doi.org/10.1101/2021.01.11.426199
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    Sustained IL-15 response signature predicts RhCMV/SIV vaccine efficacy
    Fredrik Barrenäs, Scott G. Hansen, Lynn Law, Connor Driscoll, Richard R. Green, Elise Smith, Jean Chang, Inah Golez, Taryn Urion, Xinxia Peng, Leanne Whitmore, Daniel Newhouse, Colette M. Hughes, David Morrow, Kurt T. Randall, Andrea N. Selseth, Julia C. Ford, Roxanne M. Gilbride, Bryan E. Randall, Emily Ainslie, Kelli Oswald, Rebecca Shoemaker, Randy Fast, William J. Bosche, Michael K. Axthelm, Yoshinori Fukazawa, George N. Pavlakis, Barbara K. Felber, Slim Fourati, Rafick-Pierre Sekaly, Jeffrey D. Lifson, Jan Komorowski, Ewelina Kosmider, Jason Shao, Wenjun Song, Paul T. Edlefsen, Louis J. Picker, Michael Gale Jr.
    bioRxiv 2021.01.11.426199; doi: https://doi.org/10.1101/2021.01.11.426199

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