Collections / Spatial mapping of Ethiopian cutaneous leishmaniasis lesions reveals patient-defined immune signatures

Spatial mapping of Ethiopian cutaneous leishmaniasis lesions reveals patient-defined immune signatures

Ethiopian cutaneous leishmaniasis (CL) shows remarkably heterogeneous clinical presentations, but the underlying immunopathological mechanisms driving this heterogeneity in disease presentation remains poorly understood. To characterise the local immune response in Ethiopian CL, we performed spatial transcriptomics (Visium, 10x Genomics) on paired (lesional and non lesional) skin punch biopsies from five Ethiopian CL patients. We used reference-free deconvolution, morphology-guided regional analyses, and immunohistochemistry to identify five5 dominant patient-defined immunopathological responses: i) epithelial hyperplasia with interferon-stimulated keratinocytes, ii) cytotoxicity with tertiary lymphoid structures, iii) granulomatous inflammation with proinflammatory response iv) granulomatous inflammation with M2-polarised myeloid cell responses , and v) fibrotic remodelling with active collagen synthesis. Future longitudinal studies are needed to distinguish whether these patterns represent discrete pathotypes or stages of disease progression. Improved understanding of disease pathotypes in Ethiopian CL directly supports the WHO 2030 roadmap for leishmaniasis control and informs future immune-based therapeutic strategies.

Datasets10
Size~83 MB
AssayVisium
Samplehuman · skin of body
KindComparison
PMID:42553130 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse317987")
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()}
Visium
Human skin of body
GSM9483975
human skin of body cutaneous leishmaniasis 11 MB 544 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size11 MB
Obs544
bronze H&E
Open in Vitessce
Visium
Human skin of body
GSM9483977
human skin of body cutaneous leishmaniasis 16 MB 870 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size16 MB
Obs870
Magnificationother · 3.532 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
GSM9483972
human skin of body cutaneous leishmaniasis 4.5 MB 401 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size4.5 MB
Obs401
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
GSM9483973
human skin of body cutaneous leishmaniasis 11 MB 839 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size11 MB
Obs839
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
GSM9483974
human skin of body cutaneous leishmaniasis 4.3 MB 368 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size4.3 MB
Obs368
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
GSM9483978
human skin of body cutaneous leishmaniasis 4.9 MB 361 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size4.9 MB
Obs361
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
GSM9483981
human skin of body cutaneous leishmaniasis 6.9 MB 538 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size6.9 MB
Obs538
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
GSM9483979
human skin of body cutaneous leishmaniasis 16 MB 1,199 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size16 MB
Obs1,199
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
GSM9483976
human skin of body cutaneous leishmaniasis 4.5 MB 243 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size4.5 MB
Obs243
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human skin of body
GSM9483980
human skin of body cutaneous leishmaniasis 4.3 MB 215 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueskin of body
Conditioncutaneous leishmaniasis
Size4.3 MB
Obs215
bronze H&E Open in Vitessce

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