Collections / Cellular cartography reveals mouse prostate organization and determinants of castration resistance [Spatial Transcriptomics]

Cellular cartography reveals mouse prostate organization and determinants of castration resistance [Spatial Transcriptomics]

Inadequate response to Androgen Deprivation Therapy (ADT) frequently arises in Prostate Cancer (PCa) via unclear cellular mechanisms and drives aggressive forms of the disease. Here, we integrated single-cell RNA sequencing, single-cell multiomics and spatial transcriptomics to reveal the transcriptional, epigenetic and spatial basis of cell identity and cell-specific castration response in mouse prostates, and used this reference along with meta-analysis to identify determinants of ADT-response and castration resistance in human PCa. We found that that the mouse prostate contains lobe-specific luminal epithelial cell types (LEs), as driven by unique gene regulatory modules, and anatomically-defined androgen responsive transcriptional programs, which together indicate developmental divergence. Androgen recalcitrant stem-like epithelia that bear semblance to Club and Hillock cells of the human prostate were enriched in the urethra and Ventral Prostate (VP), but rarely present in other lobes. Strikingly, the VP contained two additional LEs, Pbsn-positive and Spink1-positive (enriched in SPOP mutant PCa) androgen responsive cells, which effectively mapped to human LEs and potentially denote cell types that drive distinct PCa subtypes. Castration reorganized LE transcriptomes, with castration resistant LEs activating stress responsive (e.g. Nfe2l2) and stemness (e.g. Klf6) programs. Tumor cells of ADT-treated and Castration Resistant PCa patients were enriched for these castration programs, suggesting their role in driving the emergence and sustenance of castration resistance. Overall, our cellular cartography effort culminates in a comprehensive atlas of the mouse prostate, highlights the potential for lobe-specific PCa modeling in mice and identifies potential therapeutic targets that inhibit castration resistance.

Datasets8
Size~382 MB
AssayVisium
Samplemouse · prostate gland
KindComparison
PMID:39763898 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse284571")
coll.ordered_artifacts.df()                 # the 8 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
Mouse prostate gland
GSM8686968
mouse prostate gland 47 MB 2,481 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueprostate gland
Size47 MB
Obs2,481
Magnificationother · 4.122 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse prostate gland
GSM8686965
mouse prostate gland 48 MB 2,770 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueprostate gland
Size48 MB
Obs2,770
Magnificationother · 4.021 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse prostate gland
GSM8686964
mouse prostate gland 50 MB 2,668 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueprostate gland
Size50 MB
Obs2,668
Magnificationother · 4.046 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse prostate gland
GSM8686967
mouse prostate gland 47 MB 2,486 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueprostate gland
Size47 MB
Obs2,486
Magnificationother · 4.107 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse prostate gland
GSM8686962
mouse prostate gland 48 MB 2,690 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueprostate gland
Size48 MB
Obs2,690
Magnificationother · 4.032 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse prostate gland
GSM8686966
mouse prostate gland 44 MB 2,339 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueprostate gland
Size44 MB
Obs2,339
Magnificationother · 4.125 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse prostate gland
GSM8686969
mouse prostate gland 51 MB 2,650 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueprostate gland
Size51 MB
Obs2,650
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse prostate gland
GSM8686963
mouse prostate gland 46 MB 2,433 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueprostate gland
Size46 MB
Obs2,433
bronze H&E Open in Vitessce

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