bioRxivMicrobiologyPreprint
A Tissue Virus Microenvironment with Activated Stress Responses Underlies Durable SIV Persistence
Thomas J. HopeiD, Eliana U. Crentsil, Muhammad S. Arif, Yanique ThomasiD, Ellen Zhang, Christopher T. Thuruthiyil, Ryan V. MoriartyiD, Flora Engelmann, Sean Pascoe, Jenna M. Hasson, Seth H. Borrowman, Maryam A. ShaabaniD, Edward J. Allen, Anne MonetteiD, Ann M. CariasiD, Douglas E. FerrelliD, Nawal Ouguirti, Isabelle ClerciD, Judd F. HultquistiD, Richard T. D’AquilaiD, Michael D. McRaveniD, Mariluz AraíngaiD, Francois J. VillingeriD, Ramón Lorenzo-RedondoiD
Abstract
HIV persistence during suppressive antiretroviral therapy (ART) remains a central barrier to cure, with the majority of reservoirs residing in gut-associated lymphoid tissues (GALT). Here, we define a spatially organized viral microenvironment (VME) that sustains reservoir durability and governs early viral rebound by comparing animals initiating ART early after infection (transient reservoirs) versus late (persistent reservoirs). Using immunoPET/CT-guided sampling of SIV-infected rhesus macaques combined with spatial transcriptomics, we interrogated tissue sites of viral production during the eclipse phase following analytical treatment interruption (ATI). Our results revealed that viral rebound from persistent reservoirs arises from discrete, transcriptionally active foci enriched in the mucosa lining the gut lumen. Eclipse phase persistent reservoirs were characterized by increased proviral burden and a distinct tissue state marked by activation of stress-response, metabolic, mitochondrial, and cell cycle programs coupled to repression of cytoplasmic translation and increased cellular senescence. These features co-occurred with immunosuppressive cellular architectures resembling tertiary lymphoid structures enriched for Treg cells, innate lymphoid cells, and mast cells, regulated by Treg-centered cell-cell interaction networks. In contrast, transient reservoirs displayed enhanced translational and metabolic activity and were embedded within immune-active environments enriched for CD8+ T cells, Th17, Tfh, and activated CD4+ T cells. Machine learning identified stress adaptation, hypoxia, metabolic rewiring, and cytoskeletal remodeling pathways as dominant predictors of viral density within persistent VMEs, with strong convergence on programs observed in tumor microenvironments (TME). Orthogonal validation confirmed activation of the integrated stress response (ISR) at sites of viral production in concurrence with results of immunofluorescent microscopy revealing SIV gag expression in two populations primarily in the mucosa, differentiated by the phosphorylation of eIF2alpha. Together, these findings establish the VME as a critical determinant of reservoir persistence, integrating immune regulation, tissue remodeling, and translational control to enable viral survival. This framework suggests that effective HIV cure strategies will require coordinated disruption of VME-supportive functions in addition to targeting infected cells.
- organism: rat
- assay: spatial transcriptomics
- research focus: cell type annotation
- research focus: differential expression
- approach: statistical model
- approach: machine learning (classical)
- Citations
- 2
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A Tissue Microenvironment Analogous to Certain Tumor Microenvironments Facilitates HIV Persistence
Eliana U. Crentsil, Natalie Stegman, … Ramón Lorenzo-Redondo·Frontiers in ImmunologyPeer-reviewed·Aug 4, 2026
- Modeling simian immunodeficiency virus (SIV) latency in primary rhesus macaque CD4+ T cells
Lea M. Matschke, Matthew R. Reynolds·bioRxiv·Apr 22, 2025
- HIV-specific T-cell responses reflect substantive in vivo interactions with infected cells despite long-term therapy
E. Stevenson, A. Ward, … R. B. Jones·bioRxiv·Aug 28, 2020
- Lymphoid tissues contribute to viral clonotypes present in plasma at early post-ATI in SIV-infected rhesus macaques
A. Solis-Leal, N. Boby, … B. Ling·bioRxiv·May 30, 2023
- Inhibition of Stemness Pathways during Acute SIV Limits Infection of Central Memory CD4+ T Cells and Alters Viral Reservoir Activity in Macaques
Riri Rizkianty Hamid, I. Ruiz-Salinas, … Maud Mavigner·bioRxiv·Jul 3, 2026
- Therapeutic CD8+T cell tissue retention and immunomodulation during ART interruption fails to prevent SIV rebound
María Betina Pampena, Sadia Samer, … Michael R. Betts·Proceedings of the National Academy of SciencesPeer-reviewed·Aug 14, 2025