Collections / Single cell profiling of primary and paired metastatic lymph node tumors in breast cancer patients

Single cell profiling of primary and paired metastatic lymph node tumors in breast cancer patients

Datasets4
Size~8.7 GB
AssayVisium
Samplehuman · lymph node
KindReplicates
10.1038/s41467-022-34581-2 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="doi-10.1038/s41467-022-34581-2")
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()}

Single cell profiling of primary and paired metastatic lymph node tumors in breast cancer patients.

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<sup>+</sup>CXCL13<sup>+</sup> T cells in LNMT are more likely to differentiate into an exhausted state. Interestingly, LAMP3<sup>+</sup> dendritic cells in LNMT display lower T cell priming and activating ability than in PT. Additionally, we identify a subtype of PLA2G2A<sup>+</sup> cancer-associated fibroblasts enriched in HER2<sup>+</sup> 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.

Open in Vitessce
Visium
Human lymph node
NCBI683
human lymph node invasive ductal breast carcinoma 2.2 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelymph node
Conditioninvasive ductal breast carcinoma
Size2.2 GB
Obs4,992
Magnification40x · 0.273 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lymph node
NCBI681
human lymph node invasive ductal breast carcinoma 2.2 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelymph node
Conditioninvasive ductal breast carcinoma
Size2.2 GB
Obs4,992
Magnification40x · 0.274 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lymph node
NCBI682
human lymph node invasive ductal breast carcinoma 2.5 GB 4,988 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelymph node
Conditioninvasive ductal breast carcinoma
Size2.5 GB
Obs4,988
Magnification40x · 0.274 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human lymph node
NCBI684
human lymph node invasive ductal breast carcinoma 1.8 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuelymph node
Conditioninvasive ductal breast carcinoma
Size1.8 GB
Obs4,992
Magnification40x · 0.273 µm/px
silver H&E Open in Vitessce

Cite this collection

doi.org/10.1038/s41467-022-34581-2 ↗
BibTeX
@article{Liu_2022,
  title = {Single cell profiling of primary and paired metastatic lymph node tumors in breast cancer patients},
  volume = {13},
  ISSN = {2041-1723},
  url = {http://dx.doi.org/10.1038/s41467-022-34581-2},
  DOI = {10.1038/s41467-022-34581-2},
  number = {1},
  journal = {Nature Communications},
  publisher = {Springer Science and Business Media LLC},
  author = {Liu, Tong and Liu, Cheng and Yan, Meisi and Zhang, Lei and Zhang, Jing and Xiao, Min and Li, Zhigao and Wei, Xiaofan and Zhang, Hongquan},
  year = {2022},
  month = Nov
}