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Single-cell analyses identify monocyte gene expression profiles that influence HIV-1 reservoir size in acutely treated cohorts

Author

Listed:
  • Philip K. Ehrenberg

    (Walter Reed Army Institute of Research)

  • Aviva Geretz

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Meta Volcic

    (Ulm University Medical Center)

  • Taisuke Izumi

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine
    American University
    District of Columbia Center for AIDS Research)

  • Lauren K. Yum

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Adam Waickman

    (Walter Reed Army Institute of Research
    State University of New York Upstate Medical University)

  • Shida Shangguan

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Dominic Paquin-Proulx

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Matthew Creegan

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Meera Bose

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Kawthar Machmach

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Aidan McGraw

    (American University)

  • Akshara Narahari

    (Saint Joseph’s University)

  • Jeffrey R. Currier

    (Walter Reed Army Institute of Research)

  • Carlo Sacdalan

    (SEARCH Research Foundation
    Chulalongkorn University)

  • Nittaya Phanuphak

    (Institute of HIV Research and Innovation)

  • Richard Apps

    (National Institutes of Health)

  • Michael Corley

    (Weill Cornell Medicine
    University of California)

  • Lishomwa C. Ndhlovu

    (Weill Cornell Medicine)

  • Bonnie Slike

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Shelly J. Krebs

    (Walter Reed Army Institute of Research)

  • Jintanat Anonworanich

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Sodsai Tovanabutra

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Merlin L. Robb

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Michael A. Eller

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine
    National Institutes of Health (NIH))

  • Gregory M. Laird

    (Accelevir Diagnostics)

  • Joshua Cyktor

    (University of Pittsburgh)

  • Eric S. Daar

    (Lundquist Institute at Harbor-UCLA Medical Center)

  • Trevor A. Crowell

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • John W. Mellors

    (University of Pittsburgh)

  • Sandhya Vasan

    (Walter Reed Army Institute of Research
    Henry M. Jackson Foundation for the Advancement of Military Medicine)

  • Nelson L. Michael

    (Walter Reed Army Institute of Research)

  • Frank Kirchhoff

    (Ulm University Medical Center)

  • Rasmi Thomas

    (Walter Reed Army Institute of Research)

Abstract

Eliminating latent HIV-1 is a major goal of AIDS research but host factors determining the size of these reservoirs are poorly understood. Here, we investigate the role of host gene expression on HIV-1 reservoir size during suppressive antiretroviral therapy (ART). Peripheral blood cells of fourteen males initiating ART during acute infection and demonstrating effective viral suppression but varying magnitudes of total HIV-1 DNA were characterized by single-cell RNA sequencing. Differential expression analysis demonstrates increased CD14+ monocyte activity in participants having undetectable HIV-1 reservoirs, with IL1B expression inversely associating with reservoir size. This is validated in another cohort of 38 males comprised of different ancestry and HIV-1 subtypes, and with intact proviral DNA assay (IPDA®) measurements. Modeling interactions show monocyte IL1B expression associates inversely with reservoir size at higher frequencies of central memory CD4+ T cells, linking monocyte IL1B expression to cell types known to be reservoirs for persistent HIV-1. Functional analyses reveal that IL1B activates NF-κB, thereby promoting productive HIV-1 infection while simultaneously suppressing viral spread, suggesting a natural latency reversing activity to deplete the reservoir in ART-treated individuals. Altogether, scRNA-seq analyses reveal that monocyte IL1B expression could decrease HIV-1 proviral reservoirs in individuals initiating ART during acute infection.

Suggested Citation

  • Philip K. Ehrenberg & Aviva Geretz & Meta Volcic & Taisuke Izumi & Lauren K. Yum & Adam Waickman & Shida Shangguan & Dominic Paquin-Proulx & Matthew Creegan & Meera Bose & Kawthar Machmach & Aidan McG, 2025. "Single-cell analyses identify monocyte gene expression profiles that influence HIV-1 reservoir size in acutely treated cohorts," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-59833-9
    DOI: 10.1038/s41467-025-59833-9
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    References listed on IDEAS

    as
    1. Alexandra J. Corbett & Sidonia B. G. Eckle & Richard W. Birkinshaw & Ligong Liu & Onisha Patel & Jennifer Mahony & Zhenjun Chen & Rangsima Reantragoon & Bronwyn Meehan & Hanwei Cao & Nicholas A. Willi, 2014. "T-cell activation by transitory neo-antigens derived from distinct microbial pathways," Nature, Nature, vol. 509(7500), pages 361-365, May.
    2. Katherine M. Bruner & Zheng Wang & Francesco R. Simonetti & Alexandra M. Bender & Kyungyoon J. Kwon & Srona Sengupta & Emily J. Fray & Subul A. Beg & Annukka A. R. Antar & Katharine M. Jenike & Lynn N, 2019. "A quantitative approach for measuring the reservoir of latent HIV-1 proviruses," Nature, Nature, vol. 566(7742), pages 120-125, February.
    3. Iain C. Clark & Prakriti Mudvari & Shravan Thaploo & Samuel Smith & Mohammad Abu-Laban & Mehdi Hamouda & Marc Theberge & Sakshi Shah & Sung Hee Ko & Liliana Pérez & Daniel G. Bunis & James S. Lee & Di, 2023. "HIV silencing and cell survival signatures in infected T cell reservoirs," Nature, Nature, vol. 614(7947), pages 318-325, February.
    4. Aakanksha Jain & Ran Song & Edward K. Wakeland & Chandrashekhar Pasare, 2018. "T cell-intrinsic IL-1R signaling licenses effector cytokine production by memory CD4 T cells," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    5. Weiwei Sun & Ce Gao & Ciputra Adijaya Hartana & Matthew R. Osborn & Kevin B. Einkauf & Xiaodong Lian & Benjamin Bone & Nathalie Bonheur & Tae-Wook Chun & Eric S. Rosenberg & Bruce D. Walker & Xu G. Yu, 2023. "Phenotypic signatures of immune selection in HIV-1 reservoir cells," Nature, Nature, vol. 614(7947), pages 309-317, February.
    6. Yingyao Zhou & Bin Zhou & Lars Pache & Max Chang & Alireza Hadj Khodabakhshi & Olga Tanaseichuk & Christopher Benner & Sumit K. Chanda, 2019. "Metascape provides a biologist-oriented resource for the analysis of systems-level datasets," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
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