Table · study · 2026
Spatially Resolved Obesity-Driven Molecular Changes in Early Breast Cancer
Listed in NCBI GEO
Obesity is an established risk factor for invasive breast cancer; however, the specific molecular heterogeneity distinguishing invasive ductal carcinoma (IDC) from ductal carcinoma in situ (DCIS) within the obese tumor microenvironment is not well defined.
Description
In the current study, spatially resolved transcriptomics was utilized to profile the epithelial, stromal, and immune compartments of DCIS and IDC lesions stratified by host body mass index, categorized as non-obese (≤29.9 kg/m2) or obese (≥30 kg/m2).
These analyses reveal that the transcriptional signatures defining the invasive state differ significantly across BMI categories. In non-obese patients, IDC lesions exhibited canonical profiles driven by proliferation and epithelial-to-mesenchymal transition, compared with DCIS. Conversely, the obese setting was characterized by a distinct "stress-adaptive" phenotype, enriched for metabolic adjustment, oxidative stress response, and inflammatory signaling.
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The epithelial component was accompanied by a fibro-inflammatory stromal signature and an immunosuppressive niche characterized by B cell depletion and M2 macrophage enrichment. Furthermore, SULF2, an extracellular endosulfatase involved in extracellular matrix organization and signaling, was consistently upregulated within the obese epithelium, providing a plausible link between metabolic stress and structural remodeling.
Collectively, these data indicate obesity-associated differences consistent with an alternative invasive transcriptional program that is less dominated by classical proliferative drivers in this cohort. Consequently, standard prognostic markers may be context-dependent, highlighting the need to integrate metabolic health into precision risk stratification.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE328nnn/GSE328332 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE328332 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1454798 ncbi.nlm.nih.gov/bioproject/PRJNA1454798 ↗
project · from NCBI GEO
- PubMed 42069142 pubmed.ncbi.nlm.nih.gov/42069142 ↗
publication · from NCBI GEO
Topics
- Stated by source
- Homo sapiens · Other
- From keywords
- Life Sciences
- Inferred from text
- Cancer 75%
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE328332 | 14 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[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:other | 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 |