Omics · study · 2026
In vitro mechanisms of primary dermal fibroblast activation
Listed in NCBI GEO
Cancer-associated fibroblasts (CAFs) are the dominant stromal cell population in melanoma but remain poorly characterized due to a lack of validated in vitro models and subtype-specific markers.
Description
To address this, primary human dermal fibroblasts were activated toward an inflammatory-like CAF (iCAF) or myofibroblast-like CAF (myCAF) phenotype using four independent induction strategies: (1) treatment with lipopolysaccharide (LPS, iCAF-like) or TGF-beta (myCAF-like); (2) CRISPR-dCas9-mediated transcriptional activation of IL6 (iCAF-like) or ACTA2 (myCAF-like); (3) direct co-culture with unstimulated or LPS-stimulated peripheral blood mononuclear cells (PBMCs); and (4) culture in conditioned medium from SK-MEL-28 melanoma cells.
Activation states were validated by RT-qPCR and Western blot for the canonical markers IL6 and ACTA2 prior to RNA sequencing (Illumina NovaSeq 6000, paired-end 150 bp). Bulk RNA-seq was performed on fibroblasts from each condition and matched controls to define the transcriptome-wide gene expression changes associated with iCAF- and myCAF-like activation, enabling derivation of subtype-specific gene signatures for downstream analysis of stromal reprogramming in melanocytic malignancy.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE342nnn/GSE342214 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE342214 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1506711 ncbi.nlm.nih.gov/bioproject/PRJNA1506711 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
- Inferred from text
- RNA sequencing 75% · Sequencing 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE342214 | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| 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[modality].local:modality:rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:sequencing | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |