Collections / Comparing 10x Visium spatial transcriptomic technologies

Comparing 10x Visium spatial transcriptomic technologies

Spatial transcriptomics facilitates the understanding of gene expression within complex tissue contexts. Among the array of spatial capture technologies available is 10x Genomics’ Visium which provides whole tissue section profiling, enabling whole transcriptome spatial analysis. Our dataset comprises spleen tissue from mice infected with malaria, spanning multiple experiments and sample preparation protocols for tissue preservation, either as fresh frozen at optimal cutting temperature (OCT) or formalin-fixed paraffin-embedded (FFPE). Tissue placement was also considered, comparing direct tissue placement on the slide with the use of CytAssist (CA), which expands the Visium platform’s capabilities by allowing for the pre-selection of tissue sections and genes through a set of probes. We also include a matching scRNA-seq dataset that can be integrated with the spatial data.

Datasets4
Size~256 MB
AssayVisium
Samplemouse · spleen
KindOther
PMID:40156041 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse254652")
coll.ordered_artifacts.df()                 # the 4 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 spleen
GSM8047883
mouse spleen malaria 72 MB 2,553 obs silver H&E
TechnologyVisium
Organismmouse
Tissuespleen
Conditionmalaria
Size72 MB
Obs2,553
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse spleen
GSM8047884
mouse spleen malaria 66 MB 2,498 obs silver H&E
TechnologyVisium
Organismmouse
Tissuespleen
Conditionmalaria
Size66 MB
Obs2,498
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse spleen
GSM8047885
mouse spleen malaria 67 MB 2,002 obs silver H&E
TechnologyVisium
Organismmouse
Tissuespleen
Conditionmalaria
Size67 MB
Obs2,002
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse spleen
GSM8047886
mouse spleen malaria 52 MB 1,711 obs silver H&E
TechnologyVisium
Organismmouse
Tissuespleen
Conditionmalaria
Size52 MB
Obs1,711
silver H&E Open in Vitessce

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