Collections / Single cell and spatial sequencing analysis of cancer associated fibroblasts in the brain metastasis tumor microenvironment

Single cell and spatial sequencing analysis of cancer associated fibroblasts in the brain metastasis tumor microenvironment

Brain metastasis (BM) remains largely incurable. Cancer-associated fibroblasts (CAFs) can either support or inhibit tumor growth in the tumor microenvironment (TME), yet their roles in BM remain under-described. Here we report a single-cell and spatial sequencing analysis of human BM tissues and define four transcriptionally distinct CAF subpopulations. BM CAF subpopulations are characterized by either extracellular matrix (ECM), immune, contractile, or neural features, and show distinct spatial distributions within the BM TME. Further analyses reveal that BM CAFs engage extensively in cell-cell communication and adopt distinct cell states, including an ECM CAF cell state marked by high levels of immunoglobulin superfamily containing leucine rich repeat expression (ISLR-CAFs). Functionally, ISLR-CAFs reduce BM tumor cell viability in vitro, consistent with a tumor-inhibitory role. These findings highlight the heterogeneity and plasticity of CAFs in BM, emphasizing the importance of precision in defining stromal contributions to disease progression and therapeutic response.

Datasets4
Size~148 MB
AssayVisium
Samplehuman · brain
KindOther
PMID:41917370 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse320505")
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
Human brain
GSM9544606
human brain lung carcinoma 9.3 MB 809 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionlung carcinoma
Size9.3 MB
Obs809
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human brain
GSM9544605
human brain breast carcinoma 59 MB 3,623 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionbreast carcinoma
Size59 MB
Obs3,623
bronze H&E Open in Vitessce
Visium
Human brain
GSM9544608
human brain lung carcinoma 44 MB 1,244 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionlung carcinoma
Size44 MB
Obs1,244
bronze H&E
Open in Vitessce
Visium
Human brain
GSM9544607
human brain lung carcinoma 35 MB 1,986 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuebrain
Conditionlung carcinoma
Size35 MB
Obs1,986
bronze H&E Open in Vitessce

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