Collections / Ontogeny-independent expression of LPCAT2 in granuloma macrophages during experimental visceral leishmaniasis [Spatial Transcriptomics]

Ontogeny-independent expression of LPCAT2 in granuloma macrophages during experimental visceral leishmaniasis [Spatial Transcriptomics]

Granulomas are organized inflammatory lesions that form in response to persistent stimuli such as infections. Murine infection with Leishmania donovani results in the formation of granulomas around infected Kupffer cells in the liver and serves as a well-defined model of immune granuloma formation. The formation and resolution of granulomatous inflammation requires dynamic shifts in immune cell activation states, imposing significant metabolic demands. As mediators of energy homeostasis and cell signaling, lipids and lipid metabolism play a key role in regulating immune cell function during inflammation and the response to infection. However, the extent to which alterations in lipids are spatially linked to altered immune cell transcription has yet to be resolved. In this study, we performed a multimodal imaging analysis combining MALDI mass spectrometry, spatial and single cell transcriptomics, proteomics of flow-sorted macrophages and histopathology of L. donovani induced hepatic granulomas. Using this spatially-integrated approach, we identified LPCAT2-mediated membrane re-modelling of myeloid cells as a novel feature of these granulomas. Our study provides new insights into local immunometabolic changes associated with granuloma formation and macrophage activation.

Datasets7
Size~170 MB
AssayVisium
Samplemouse · liver
KindComparison
PMID:41862629 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse290324")
coll.ordered_artifacts.df()                 # the 7 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
Mouse liver
GSM8810745
mouse liver 37 MB 2,475 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size37 MB
Obs2,475
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8810746
mouse liver 18 MB 1,148 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size18 MB
Obs1,148
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8810743
mouse liver visceral leishmaniasis 32 MB 1,790 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionvisceral leishmaniasis
Size32 MB
Obs1,790
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8810741
mouse liver visceral leishmaniasis 23 MB 1,446 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionvisceral leishmaniasis
Size23 MB
Obs1,446
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8810744
mouse liver 20 MB 1,198 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size20 MB
Obs1,198
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8810740
mouse liver visceral leishmaniasis 20 MB 1,087 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionvisceral leishmaniasis
Size20 MB
Obs1,087
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8810742
mouse liver visceral leishmaniasis 21 MB 1,769 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionvisceral leishmaniasis
Size21 MB
Obs1,769
silver H&E Open in Vitessce

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