Collections / Mapping the spatial architecture of glioblastoma from core to edge delineates niche-specific tumor cell states and intercellular interactions [Spatial Transcriptomics]

Mapping the spatial architecture of glioblastoma from core to edge delineates niche-specific tumor cell states and intercellular interactions [Spatial Transcriptomics]

Treatment resistance in glioblastoma (GBM) is largely driven by the extensive multi-level heterogeneity that typifies this disease. Despite significant progress toward elucidating GBM’s genomic and transcriptional heterogeneity, a critical knowledge gap remains in defining this heterogeneity at the spatial level. To address this, we employed spatial transcriptomics to map the architecture of the GBM ecosystem. This revealed tumor cell states that are jointly defined by gene expression and spatial localization, and multicellular niches whose composition varies along the tumor core-edge axis. Ligand-receptor interaction analysis uncovered a complex network of intercellular communication, including niche- and region-specific interactions. Finally, we found that CD8 +ve GZMK +ve T cells colocalize with LYVE1 positive CD163 positive myeloid cells in vascular regions, suggesting a potential mechanism for immune evasion. These findings provide novel insights into the GBM tumor microenvironment, highlighting previously unrecognized patterns of spatial organization and intercellular interactions, and novel therapeutic avenues to disrupt tumor-promoting interactions and overcome immune resistance.

Datasets22
Size~614 MB
AssayVisium
Samplehuman · brain
KindOther
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE318562 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse318562")
coll.ordered_artifacts.df()                 # the 22 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 brain
GSM9497614
human brain glioblastoma 35 MB 2,138 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size35 MB
Obs2,138
silver H&E Open in Vitessce
Visium
Human brain
GSM9497623
human brain glioblastoma 28 MB 2,461 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size28 MB
Obs2,461
silver H&E
Open in Vitessce
Visium
Human brain
GSM9497624
human brain glioblastoma 12 MB 1,787 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size12 MB
Obs1,787
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497617
human brain glioblastoma 31 MB 1,639 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size31 MB
Obs1,639
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497621
human brain glioblastoma 10 MB 689 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size10 MB
Obs689
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497611
human brain glioblastoma 36 MB 4,031 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size36 MB
Obs4,031
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497619
human brain glioblastoma 16 MB 1,346 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size16 MB
Obs1,346
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497616
human brain glioblastoma 25 MB 1,944 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size25 MB
Obs1,944
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497613
human brain glioblastoma 34 MB 2,522 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size34 MB
Obs2,522
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497627
human brain glioblastoma 23 MB 3,194 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size23 MB
Obs3,194
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497630
human brain glioblastoma 40 MB 2,045 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size40 MB
Obs2,045
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497618
human brain glioblastoma 16 MB 1,202 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size16 MB
Obs1,202
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497625
human brain glioblastoma 33 MB 2,850 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size33 MB
Obs2,850
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497626
human brain glioblastoma 27 MB 2,915 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size27 MB
Obs2,915
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497620
human brain glioblastoma 9.7 MB 1,420 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size9.7 MB
Obs1,420
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497628
human brain glioblastoma 37 MB 3,995 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size37 MB
Obs3,995
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497612
human brain glioblastoma 38 MB 3,018 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size38 MB
Obs3,018
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497631
human brain glioblastoma 41 MB 4,634 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size41 MB
Obs4,634
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497615
human brain glioblastoma 31 MB 2,531 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size31 MB
Obs2,531
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497622
human brain glioblastoma 11 MB 821 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size11 MB
Obs821
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497629
human brain glioblastoma 44 MB 1,919 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size44 MB
Obs1,919
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9497632
human brain glioblastoma 38 MB 3,147 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioblastoma
Size38 MB
Obs3,147
silver H&E Open in Vitessce

Cite this collection

No linked publication found — please cite the data source.