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Omics · study · 2026

Transcriptional Hallmarks of Drug Tolerance in Hormone-Dependent Cancers [RNA-Seq]

Listed in NCBI GEO

Drug tolerance is a key step allowing the development of drug resistance in hormone-dependent breast cancer.

Description

While transcriptional heterogeneity has been correlated with tolerance, the transcriptional programs specifically driving it remain poorly understood. To address this, we profile and computationally mine 300’000 single-cell transcriptomes following drug adaptation in models of breast and prostate cancer, spanning seven different treatments (endocrine therapies and CDK-inhibitors), and validate these via integration with novel and published profiles of lesions treated with neo-adjuvant endocrine therapies.

We identify a comprehensive spectrum of transcriptional programs and upstream regulators, correlated to different stages of drug tolerance, and conserved across first- and second-line therapies, and therapeutic approaches. Pre-existing programs cooperate with adaptive ones, with the former being more conserved across therapies. These newly identified programs suggest fine-tuning of existing cell states, rather than cell-type or lineage switches, as a main driver of tolerance and resistance.

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Notably, JAK-STAT signalling emerges as one of the critical regulators of these programs in both the early and late stages of drug tolerance and serves as a predictor of progression in primary hormone-dependent tumours treated with endocrine therapies.

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From keywords
Life Sciences
Inferred from text
Cancer 75% · RNA sequencing 65%
Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE34673712 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 (65%)
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