Collections / The cervicovaginal microbiome associates with spatially restricted host transcriptional signatures throughout the human ectocervical epithelium and submucosa

The cervicovaginal microbiome associates with spatially restricted host transcriptional signatures throughout the human ectocervical epithelium and submucosa

The cervicovaginal microbiome is a key biological determinant of human immunodeficiency virus (HIV) susceptibility, but its underlying impact on the ectocervical transcriptional landscape is unclear. Ectocervical tissue samples from Kenyan female sex workers were categorized into pre-defined cervicovaginal microbiome groups based on dominant compositions: Lactobacillus crispatus, Lactobacillus iners, Gardnerella, and ‘highly diverse’. The tissue samples (n=21) were assessed using spatial transcriptomics, revealing three epithelial, one mixed border, and nine submucosal gene clusters. Differential gene expression analysis across the microbiome groups and gene clusters identified 3,771 unique genes. The highly diverse microbiome group exhibited the largest differences, mostly located near the epithelial basal membrane, encompassing genes involved in epithelial maintenance, submucosal extracellular matrix structures, and immune function. The L. crispatus- dominated group was identified by genes involved in active immune engagement, supporting mucosal barrier integrity. Weighted gene co-expression analysis confirmed tissue-wide altered gene expression associated with all microbiome groups and with individual bacterial taxa. Despite the assumption that microbiome colonization is restricted to the luminal surface, the transcriptional landscape was affected throughout the mucosa, with the most pronounced effect near both sides of the basal membrane. This broad impact on the mucosal barrier integrity is likely to affect susceptibility to HIV acquisition.

Datasets12
Size~155 MB
AssayVisium
Samplehuman · ectocervix
KindComparison
PMID:41218071 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse300112")
coll.ordered_artifacts.df()                 # the 12 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
GSM9053840
human ectocervix 9.5 MB 697 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size9.5 MB
Obs697
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053847
human ectocervix 9.8 MB 1,831 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size9.8 MB
Obs1,831
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053845
human ectocervix 15 MB 1,808 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size15 MB
Obs1,808
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053848
human ectocervix 7.9 MB 1,167 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size7.9 MB
Obs1,167
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053842
human ectocervix 19 MB 2,387 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size19 MB
Obs2,387
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053839
human ectocervix 19 MB 2,966 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size19 MB
Obs2,966
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053849
human ectocervix 8.9 MB 1,005 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size8.9 MB
Obs1,005
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053846
human ectocervix 12 MB 1,040 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size12 MB
Obs1,040
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053841
human ectocervix 15 MB 1,692 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size15 MB
Obs1,692
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053850
human ectocervix 8.3 MB 1,283 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size8.3 MB
Obs1,283
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053844
human ectocervix 18 MB 1,988 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size18 MB
Obs1,988
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human ectocervix
GSM9053843
human ectocervix 13 MB 1,379 obs silver H&E
TechnologyVisium
Organismhuman
Tissueectocervix
Size13 MB
Obs1,379
silver H&E Open in Vitessce

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