Collections / Spatial analysis reveals the evolving organization of IDH-mutant glioma

Spatial analysis reveals the evolving organization of IDH-mutant glioma

Adult diffuse gliomas comprise malignant cell states interwoven with the non-malignant brain microenvironment. Here, we combine spatial transcriptomics and spatial proteomics of IDH-mutant gliomas to define organizational principles across histological grades. In low-grade tumors, spatial organization is shaped by underlying brain anatomy. We identify a functional white–grey matter junction that restricts cortical invasion and is associated with marked changes in tumor composition and cellular phenotypes. This boundary is preferentially traversed by oligodendrocyte progenitor (OPC)-like malignant cells, suggesting a role in tumor expansion. In contrast, intermediate-grade tumors are largely disorganized, with few recurring interactions between cancer cell states and microenvironmental cell types. In high-grade tumors, hypoxia-associated structure emerges, resembling IDH-wildtype glioblastoma. Together, these findings reveal two independent axes of spatial organization—from anatomy-driven structure in low-grade tumors to hypoxia-driven organization in high-grade tumors—and establish a framework linking tumor grade to recurrent spatial interactions.

Datasets12
Size~132 MB
AssayVisium
Samplehuman · brain
KindOther
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE341225 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse341225")
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 brain
GSM9902436
human brain glioma 4.3 MB 797 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size4.3 MB
Obs797
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902438
human brain glioma 8.4 MB 2,656 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size8.4 MB
Obs2,656
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902428
human brain glioma 9.9 MB 3,333 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size9.9 MB
Obs3,333
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902426
human brain glioma 10 MB 3,049 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size10 MB
Obs3,049
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902433
human brain glioma 14 MB 3,951 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size14 MB
Obs3,951
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902432
human brain glioma 5.3 MB 1,181 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size5.3 MB
Obs1,181
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902425
human brain glioma 12 MB 3,997 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size12 MB
Obs3,997
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902427
human brain glioma 23 MB 4,499 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size23 MB
Obs4,499
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902431
human brain glioma 10 MB 2,632 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size10 MB
Obs2,632
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902430
human brain glioma 14 MB 3,404 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size14 MB
Obs3,404
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902429
human brain glioma 9.1 MB 3,140 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size9.1 MB
Obs3,140
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9902424
human brain glioma 11 MB 2,493 obs silver H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionglioma
Size11 MB
Obs2,493
silver H&E Open in Vitessce

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No linked publication found — please cite the data source.