Data · dataset · 2025
Identification of MMP14 and FOS as Key Regulators of Vascular Smooth Muscle Cell Senescence in Diabetic Kidney Disease: A Combined Bioinformatics and Experimental Study
Listed in Teesside University Research Data Repository
To investigate vascular smooth muscle cell (VSMC) senescence in diabetic kidney disease (DKD), this study integrated bioinformatics and machine learning to analyze DKD and VSMC aging transcriptomic datasets.
Description
Key genes MMP14 and FOS were identified through differential expression, WGCNA, and random forest analyses. They were significantly associated with cellular senescence and immune infiltration, demonstrating diagnostic value.
Regulatory network analysis suggested potential ceRNA mechanisms and transcription factors. In a hyperglycemia-induced VSMC senescence model, experimental validation showed that overexpressing MMP14 or suppressing FOS promoted cell proliferation and alleviated senescence and apoptosis. This study identifies MMP14 and FOS as crucial regulators of VSMC senescence, providing new potential targets for DKD diagnosis and therapy.
Links
Where it is published
- DOI doi.org/10.17632/79bggkk6xs.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Bioinformatics and computational biology 70% · Disease 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/79bggkk6xs.1 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3102 | enrichment · researchdata tees ac uk | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |