Omics · study · 2026
Single-nucleus RNA sequencing reveals that canine acanthomatous ameloblastoma is marked by a unique population of neuronal-like epithelial cells
Listed in NCBI GEO
Canine acanthomatous ameloblastoma (CAA) is a locally invasive benign oral neoplasm.
Description
Clinically, differentiating CAA from canine oral squamous cell carcinoma (COSCC) has proven to be difficult as they share many clinical, radiological, and histological features. Molecularly, even though they both have an overactive MAPK pathway, their mutational landscape is distinct.
Furthermore, previous studies using bulk RNA sequencing (RNA-seq) have demonstrated pronounced differences in programs related to, among others, hypoxia, PI3K-AKT signaling, and cell proliferation. However, thesee bulk studies lacked the resolution to elucidate the cellular heterogeneity of CAA relative to OSCC. To address this, we employed single nucleus RNA-seq to characterize the gene expression architecture of CAA, COSCC, and healthy gingiva at high resolution.
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Across ~205,000 nuclei, we identified major epithelial, immune, endothelial, and mesenchymal populations, as well as two epithelial subtypes uniquely enriched in CAA. The CAA-specific keratinocytes exhibited a neuronal-like expression program defined by synaptic regulators, KRAS-associated signaling pathways, and markedly elevated expression of PEG3, ERBB4, GABRB1, MAGI2, and CASK. We corroborated these findings using both bulk RNA-seq and qPCR.
At the protein level, using immunohistochemistry, the transcription factor PEG3 was strongly detected and shown to localize to the nucleus of CAA epithelial cells but not COSCC or healthy gingiva. Together, these findings reveal a previously unrecognized neuroepithelial cell state that defines CAA, distinguishes it from COSCC, and may reflect unique cell signaling circuitry with potential diagnostic and therapeutic relevance.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE317nnn/GSE317641 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE317641 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1408402 ncbi.nlm.nih.gov/bioproject/PRJNA1408402 ↗
project · from NCBI GEO
- PubMed 42602547 pubmed.ncbi.nlm.nih.gov/42602547 ↗
publication · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing
- From keywords
- Life Sciences
- Inferred from text
- Cancer 65% · RNA sequencing 75% · Sequencing 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE317641 | 13 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 (65%) |
| 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%) |
| 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 |