Collections / Comprehensive spatial profiling of the spleen in human myelofibrosis [ST_Visium]
Comprehensive spatial profiling of the spleen in human myelofibrosis [ST_Visium]
Splenomegaly is a defining feature of myelofibrosis, yet the contribution of splenic mesenchymal stroma to disease progression remains unclear. We combined spatial and single-nucleus transcriptomics of patient spleens to map extramedullary hematopoiesis niches. Activated red pulp reticular cells localize near hematopoietic stem and progenitor cells, and early disease shows marginal zone disruption with lymphoid depletion preceding stromal remodeling. Macrophage- and megakaryocyte-derived signals activate complement and induce TNFα, TGF-β, extracellular matrix, and Thbs1 programs in reticular cells.
Datasets12
Size~440 MB
AssayVisium
Samplehuman · spleen
KindComparison
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Python · lamindb
import lamindb as ln
import spatialdata as sd
coll = ln.Collection.get(key="geo-gse332563")
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()} Member datasets · 12
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