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Omics · study · 2026

Bulk RNA-seq of Genetically Diverse Triple-Negative Breast Cancer Mouse Models Treated with Immunotherapy, Chemotherapy, Erlotinib, or Trametinib

Listed in NCBI GEO

To investigate the molecular determinants of response to therapy, we profiled 26 genetically diverse murine models of mammary cancer using bulk RNA sequencing.

Description

Tumors were harvested from mice that were either untreated or treated with immunotherapy (anti-PD-1 and anti-CTLA-4), chemotherapy (Carboplatin + Paclitaxel), EGFR inhibition (Erlotinib), or MEK inhibition (Trametinib) for 7 days. Each model represents a distinct transcriptional subtype and genetic background, enabling the assessment of intertumoral heterogeneity in treatment response.

This dataset includes RNA-seq from 2-9 biological replicates per model per condition. Tumor samples were collected prior to or during treatment response assessment, and are accompanied by corresponding survival from similarly-treated tumors. All sequencing was performed on polyA-selected RNA using Illumina platforms.

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Topics

From keywords
Life Sciences
Inferred from text
Cancer 75% · Genetics 69% · RNA sequencing 75% · Sequencing 75%
Provenance · 1 source records, 11 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE30411513 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:3105enrichment · NCBI GEOtaxonomy-embedding@1.1.0title+keywords+description (69%)
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:10090source · 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