Collections / Spatial transcriptomics and in situ immune cell profiling of the host ectocervical landscape of HIV infected Kenyan sex working women

Spatial transcriptomics and in situ immune cell profiling of the host ectocervical landscape of HIV infected Kenyan sex working women

Introduction: Chronic immune activation is a hallmark of human immunodeficiency virus (HIV) infection that significantly impacts disease pathogenesis. However, in-depth studies characterizing the immunological landscape of the ectocervix during chronic HIV infection remain scarce despite the importance of this tissue site for HIV transmission. Methods: Ectocervical tissue samples were obtained from antiretroviral-naïve HIV-seropositive and -seronegative Kenyan female sex workers. Sampeling aimed for the follicular phase of the menstrual cycle. These samples were assessed by spatial transcriptomics and Gene Set Enrichment Analysis. We further performed multi-epitope ligand cartography (MELC) using an in situ staining panel that included 17 markers of primarily T cell–mediated immune responses. Results: Spatial transcriptomics revealed tissue-wide immune activation encompassing immune responses associated with chronic HIV infection. First, both the epithelial and submucosal compartments showed diverse but significant upregulation of humoral immune responses, as indicated by the expression of several antibody-related genes. Second, an antiviral state–associated cellular immunity was also observed in the HIV-seropositive group, characterized by upregulation of genes involved in interferon signaling across the mucosal tissue and a more spatially restricted mucosal expression of genes related to T cell activity and effector functions relative to the HIV-seronegative group. Additionally, HIV associated structural alterations were evident within both compartments. Downregulated genes across the epithelium were mainly linked to epithelial integrity, with the outer layer involved in terminal differentiation and the inner layer associated with epithelial structure. MELC analysis further revealed a significantly increased ectocervical leukocyte population in HIV-seropositive participants, primarily driven by an increase in CD8+ T cells while the CD4+ T cell population remained stable. Consistent with our spatial transcriptomics data, T cells from HIV-seropositive participants showed an increased effector phenotype, defined by elevated expression of various granzymes. Conclusion: By combining spatial transcriptomics and MELC, we identified significant HIV-associated cervical immune activity driven by induction of both T and B cell activity, together with a general antiviral state characterized by sustained interferon induction. These findings underscore that chronic HIV infection is associated with an altered ectocervical mucosal immune landscape years after primary infection. This sheds light on HIV pathogenesis at distant local sites and complements current knowledge on HIV-associated systemic immune activation.

Datasets10
Size~149 MB
AssayVisium
Samplehuman · ectocervix
KindComparison
PMID:39687623 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse290350")
coll.ordered_artifacts.df()                 # the 10 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
Human ectocervix
GSM8811064
human ectocervix HIV infectious disease 10 MB 679 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
ConditionHIV infectious disease
Size10 MB
Obs679
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM8811063
human ectocervix HIV infectious disease 15 MB 1,171 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
ConditionHIV infectious disease
Size15 MB
Obs1,171
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM8811060
human ectocervix 22 MB 2,749 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size22 MB
Obs2,749
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM8811062
human ectocervix HIV infectious disease 11 MB 840 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
ConditionHIV infectious disease
Size11 MB
Obs840
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM8811058
human ectocervix 15 MB 1,431 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size15 MB
Obs1,431
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM8811065
human ectocervix HIV infectious disease 21 MB 1,180 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
ConditionHIV infectious disease
Size21 MB
Obs1,180
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM8811061
human ectocervix HIV infectious disease 11 MB 978 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
ConditionHIV infectious disease
Size11 MB
Obs978
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM8811057
human ectocervix 11 MB 825 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size11 MB
Obs825
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM8811056
human ectocervix 13 MB 1,256 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size13 MB
Obs1,256
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM8811059
human ectocervix 19 MB 2,004 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size19 MB
Obs2,004
silver H&E Open in Vitessce

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