Imaging · study · 2026
A Spatial Atlas of Muscle-Invasive Bladder Cancer Reveals Lineage-Specific Vulnerabilities and Immune Architecture
Listed in NCBI GEO
Muscle-invasive bladder cancer (MIBC) is clinically heterogeneous, current molecular subtyping lacks spatial context and therapeutic relevance.
Description
Here, we construct the first spatial atlas of MIBC by integrating spatial transcriptomics from 22 tumors with matched bulk RNA sequencing and whole-exome sequencing. We identify a continuous, spatially organized luminal-to-basal differentiation axis within each individual tumor, driven by progressive copy number alterations and transcriptional plasticity.
This axis delineates tumor compartments with opposing therapeutic vulnerabilities. Luminal tumor cores are enriched for FGFR3 and NECTIN4 expression, and heightened sensitivity to NECTIN4-directed antibody–drug conjugates. In contrast, basal-like tumor states localize to invasive margins, elevated EGFR signaling, epithelial–mesenchymal transition, genomic instability, immune infiltration, and increased chemosensitivity.
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Spatial analyses further reveal lineage- and proximity-dependent tertiary lymphoid structure states.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE319nnn/GSE319536 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE319536 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1423678 ncbi.nlm.nih.gov/bioproject/PRJNA1423678 ↗
project · from NCBI GEO
Topics
- Stated by source
- Homo sapiens · Other
- From keywords
- Life Sciences
- Inferred from text
- Biochemistry and cell biology 68% · Cancer 75% · RNA sequencing 75% · Sequencing 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE319536 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[disease].local:disease:cancer | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3101 | enrichment · NCBI GEO | taxonomy-embedding@1.1.0 | title+keywords+description (68%) |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:other | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[modality].local:modality:rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:sequencing | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[organism].NCBITaxon:9606 | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /taxon |
| description | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /summary |
| publication_date | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| title | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /title |