Omics · study · 2026
Optimized Nuclei Isolation and snRNA-seq Reveal Oligodendrocyte Pathway Dysregulation in MOGHE Brain Tissue from Pediatric Patients.
Listed in NCBI GEO
Single-cell RNA sequencing (scRNA-seq) is a powerful tool for exploring cellular diversity, but isolating intact cells from complex tissues like the brain remains challenging.
Description
Single-nucleus RNA sequencing (snRNA-seq) overcomes these limitations by profiling nuclear RNA from frozen or archived tissue, reducing dissociation bias. Here, we present a simplified protocol for nuclei isolation from frozen human brain biopsies optimized for high yield and minimal debris, enabling robust snRNA-seq analysis.
To validate it, we applied the protocol to biopsies from two pediatric patients with mild malformation of cortical development with oligodendroglial hyperplasia and epilepsy (MOGHE) carrying somatic SLC35A2 variants. snRNA-seq of isolated nuclei revealed a marked increase in oligodendrocytes in MOGHE samples, consistent with histopathological observations. Differential gene-expression analysis of oligodendrocyte-derived nuclei showed dysregulation of key pathways, including NOTCH, WNT/β-catenin, SLIT/ROBO, and Rho-GTPases signaling, as well as pathways associated with oxidative stress and neuroinflammation, and impaired neuron-glia communication.
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Despite advances in transcriptomic chemistries allowing fixed-cell analyses, reliable and debris-free nuclei isolation remains essential for generating high-quality single-nucleus data. Our streamlined protocol offers a reproducible, adaptable approach compatible with current and emerging snRNA-seq technologies.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE318nnn/GSE318030 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE318030 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1416350 ncbi.nlm.nih.gov/bioproject/PRJNA1416350 ↗
project · from NCBI GEO
- PubMed 42168328 pubmed.ncbi.nlm.nih.gov/42168328 ↗
publication · 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% · Single-cell RNA sequencing 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE318030 | 13 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[modality].local:modality:single-cell-rna-seq | 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 |