Excel · study · 2026
2,3-Bisphosphoglycerate mutase (BPGM) defines a stress-resilient metabolic state in clear cell renal cell carcinoma
Listed in NCBI GEO
Description
Background
Clear cell renal cell carcinoma (ccRCC) is characterized by profound metabolic reprogramming and limited responsiveness to diverse therapeutic stressors, including epigenetic modulation. How glycolytic enzymes contribute to metabolic stress tolerance in ccRCC remains incompletely understood.
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Methods
We investigated the role of the glycolytic enzyme 2,3-bisphosphoglycerate mutase (BPGM) in ccRCC using human tumor specimens, siRNA-mediated gene silencing, functional cell-based assays, and transcriptomic profiling. Epigenetic stress was induced using the histone deacetylase inhibitor Vorinostat as a tool compound. Results: BPGM expression was consistently elevated in human ccRCC tissue compared with adjacent normal kidney. ccRCC A498 cells exhibited high basal BPGM levels and limited sensitivity to Vorinostat, whereas BPGM depletion increased cellular stress responses and reduced proliferative capacity.
Despite inducing similar phenotypic outcomes, BPGM silencing and Vorinostat treatment triggered markedly distinct transcriptional programs. While HDAC inhibition caused broad, unspecific gene deregulation, BPGM loss elicited a focused stress-associated response, including activation of unfolded protein response and ferroptosis-related gene signatures. Conclusions: Our data identify BPGM as a determinant of metabolic stress resilience in ccRCC.
By shaping selective transcriptional stress responses rather than global epigenetic reprogramming, BPGM may contribute to the intrinsic robustness of renal cancer cells. Targeting metabolic stress adaptation pathways may therefore complement epigenetic strategies in ccRCC.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE319nnn/GSE319257 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE319257 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1422689 ncbi.nlm.nih.gov/bioproject/PRJNA1422689 ↗
project · from NCBI GEO
- PubMed 41972721 pubmed.ncbi.nlm.nih.gov/41972721 ↗
publication · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
- Inferred from text
- Biochemistry and cell biology 70% · Cancer 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE319257 | 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].anzsrc:group:3101 | enrichment · NCBI GEO | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencing | 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 |