Collections / A Tissue Virus Microenvironment with Activated Stress Responses Underlies Durable SIV Persistence [Visium]

A Tissue Virus Microenvironment with Activated Stress Responses Underlies Durable SIV Persistence [Visium]

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 eIF2a. 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.

Datasets18
Size~503 MB
AssayVisium
Samplemacaque · multiple
KindComparison
PMID:42614350 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse341607")
coll.ordered_artifacts.df()                 # the 18 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]

# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()}
Open in Vitessce
Visium
Macaque colon
GSM9913897
macaque colon simian immunodeficiency virus infection 33 MB 2,988 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size33 MB
Obs2,988
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913881
macaque colon simian immunodeficiency virus infection 27 MB 2,128 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size27 MB
Obs2,128
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913889
macaque colon simian immunodeficiency virus infection 26 MB 2,031 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size26 MB
Obs2,031
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913883
macaque colon simian immunodeficiency virus infection 15 MB 1,942 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size15 MB
Obs1,942
Magnificationother · 3.666 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913896
macaque colon simian immunodeficiency virus infection 14 MB 1,924 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size14 MB
Obs1,924
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913884
macaque colon simian immunodeficiency virus infection 32 MB 2,561 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size32 MB
Obs2,561
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913882
macaque colon simian immunodeficiency virus infection 29 MB 2,254 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size29 MB
Obs2,254
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913890
macaque colon simian immunodeficiency virus infection 35 MB 2,872 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size35 MB
Obs2,872
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913880
macaque colon simian immunodeficiency virus infection 33 MB 2,381 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size33 MB
Obs2,381
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913891
macaque colon simian immunodeficiency virus infection 36 MB 3,194 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size36 MB
Obs3,194
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913888
macaque colon simian immunodeficiency virus infection 40 MB 3,012 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size40 MB
Obs3,012
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913887
macaque colon simian immunodeficiency virus infection 22 MB 1,571 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size22 MB
Obs1,571
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque jejunum
GSM9913892
macaque jejunum simian immunodeficiency virus infection 33 MB 2,661 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuejejunum
Conditionsimian immunodeficiency virus infection
Size33 MB
Obs2,661
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913886
macaque colon simian immunodeficiency virus infection 27 MB 2,097 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size27 MB
Obs2,097
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913893
macaque colon simian immunodeficiency virus infection 20 MB 2,602 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size20 MB
Obs2,602
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913885
macaque colon simian immunodeficiency virus infection 32 MB 3,060 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size32 MB
Obs3,060
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913894
macaque colon simian immunodeficiency virus infection 14 MB 1,268 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size14 MB
Obs1,268
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Macaque colon
GSM9913895
macaque colon simian immunodeficiency virus infection 36 MB 3,021 obs bronze H&E
TechnologyVisium
Organismmacaque
Tissuecolon
Conditionsimian immunodeficiency virus infection
Size36 MB
Obs3,021
bronze H&E Open in Vitessce

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