Excel · study · 2026
Longitudinal changes in DNA methylation in IDH-mutant glioma fuel disease progression through altered cell state differentiation [Smart-seq2]
Listed in NCBI GEO
The progression of IDH-mutant gliomas (IDH-G) from slow-growing tumors to fatal disease is associated with transcriptional and DNA methylation changes that remain poorly understood.
Description
Here, we profiled a longitudinal cohort of 36 IDH-G samples from 19 patients by joint-capture multi-omic single-nucleus (sn) DNA methylation and snRNA-seq. We show that IDH-G progression is associated with increase in malignant stem-like states, decreased differentiation and with methylation loss, which marks tumors with worse clinical outcome.
Methylation loss was uniformly observed across malignant cells within individual tumors, suggesting that it may underlie rather than result from the increase in stem-like states. Analysis of cell state heritability and plasticity based on high-resolution phylogenetic trees connects DNA methylation loss to alterations in glioma cell states encoding and heritability. Our study offers insights on how DNA methylation loss reshapes cellular transitions and how it may mark clinically more aggressive tumors across IDH-G subsets.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE291nnn/GSE291885 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE291885 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1235714 ncbi.nlm.nih.gov/bioproject/PRJNA1235714 ↗
project · from NCBI GEO
- PubMed 42332268 pubmed.ncbi.nlm.nih.gov/42332268 ↗
publication · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
- Inferred from text
- Disease 75% · Longitudinal study 65% · Single-cell RNA sequencing 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE291885 | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[disease].local:disease:disease | 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:expression-profiling-by-high-throughput-sequencing | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[method].local:method:longitudinal-study | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:single-cell-rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (65%) |
| 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 |