Collections / Single cell profiling of primary and paired metastatic lymph node tumors in breast cancer patients (10x Visium)

Single cell profiling of primary and paired metastatic lymph node tumors in breast cancer patients (10x Visium)

The microenvironment of lymph node metastasized tumors (LNMT) determines tumor progression and response to therapy, but a systematic study of LNMT is lacking. Here, we generate single-cell maps of primary tumors (PTs) and paired LNMTs in 8 breast cancer patients. We demonstrate that the activation, cytotoxicity, and proliferation of T cells are suppressed in LNMT compared with PT. CD4+CXCL13+ T cells in LNMT are more likely to differentiate into an exhausted state. Interestingly, LAMP3+ dendritic cells in LNMT display lower T cell priming and activating ability than in PT. Additionally, we identify a subtype of PLA2G2A+ cancer-associated fibroblasts enriched in HER2+ breast cancer patients that promotes immune infiltration. We also show that the antigen-presentation pathway is downregulated in malignant cells of the metastatic lymph node. Altogether, we characterize the microenvironment of LNMT and PT, which may shed light on the individualized therapeutic strategies for breast cancer patients with lymph node metastasis.

Datasets4
Size~384 MB
AssayVisium
Samplehuman · lymph node
KindReplicates
PMID:36357424 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse190811")
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 lymph node
GSM5732357
human lymph node breast cancer 82 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelymph node
Conditionbreast cancer
Size82 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lymph node
GSM5732360
human lymph node breast cancer 102 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelymph node
Conditionbreast cancer
Size102 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lymph node
GSM5732358
human lymph node breast cancer 93 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelymph node
Conditionbreast cancer
Size93 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lymph node
GSM5732359
human lymph node breast cancer 107 MB 4,988 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelymph node
Conditionbreast cancer
Size107 MB
Obs4,988
silver H&E Open in Vitessce

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