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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.

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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
SourceKeyLast seenRaw
NCBI GEOGSE31953612 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[disease].local:disease:cancerenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:group:3101enrichment · NCBI GEOtaxonomy-embedding@1.1.0title+keywords+description (68%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:othersource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[modality].local:modality:rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:sequencingenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[organism].NCBITaxon:9606source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title