Text · study · 2026
Stage-related transcriptional changes in HR-positive/HER2-negative breast cancer
Listed in NCBI GEO
It is important to understand how the biology of breast cancer might differ with the burden of disease.
Description
Analyzing the expression of cancer-relevant genes with increasing diagnostic stage can provide insight into the changing biology of breast cancer and is therefore clinically useful. Here, we evaluated the transcriptional activity according to stage of breast cancer (American Joint Commission on Cancer, AJCC Stage I to IV) from 1,152 patients with hormone receptor-positive HER2-negative breast cancer.
Samples were prospectively collected fresh for clinical/translational research with transcriptional profiling. Most transcriptional signatures remained consistent across stage categories, while most of the significant changes associated with increasing stage were attributed to endocrine escape, decreasing differentiation, increased complexity of signal transduction, and some metabolic changes. The clinical relevance and implications of these findings are discussed, and the public availability of these expression data from high-quality samples is a resource for researchers.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE326nnn/GSE326778 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE326778 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1446903 ncbi.nlm.nih.gov/bioproject/PRJNA1446903 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by array · Homo sapiens
- From keywords
- Life Sciences
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE326778 | 15 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[disease].local:disease:disease | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:expression-profiling-by-array | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| 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 |