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Omics · study · 2026

An integrated breast cancer transcriptomic atlas defines clinical subtypes and informs cellular origin

Listed in NCBI GEO

Efforts to analyze breast cancer transcriptomes at scale have been limited by cross-study technical variability.

Description

To address this, we adapted single cell RNA sequencing analytical strategies to harmonize 7,612 bulk breast cancer transcriptomes from 22 datasets, generating a high resolution atlas that resolves both known and previously unrecognized malignant transcriptional states. This framework identified existing intrinsic subtypes, microenvironmental programs, and newly identified stem like, basal-luminal progenitor (BLP), mucinous, and neuroendocrine differentiated (NED) subtypes, each displaying distinct clinical behaviors.

The NED subtype exhibited luminal features, neuroendocrine marker expression, and associated with chemo-endocrine therapy poor prognosis. The HER2E-kinase inhibitor sensitive (HER2EKIS) subtype identified patients who achieved high pCR rate from HER2-targeted kinase inhibitors. Transcriptomic positioning of BLP tumors suggests a bipotent or myoepithelial progenitor association, limited responsiveness to chemotherapy, and potential benefit to VEGF and receptor tyrosine kinase inhibitors.

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This atlas refines breast cancer subtype classification and provides a framework for guiding therapy and understanding tumor origins.

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Documentation and papers

Topics

From keywords
Life Sciences
Inferred from text
Cancer 75% · RNA sequencing 75% · Sequencing 75%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE3419667 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].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencingsource · 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