Omics · study · 2026
Comprehensive single-nucleus molecular and cell profiling features for cardiac tissues across platforms [10X_snRNAseq]
Listed in NCBI GEO
Single-nucleus RNA sequencing (snRNA-seq) enables transcriptomic profiling of complex tissues such as the heart, where dissociation into intact single cells is challenging.
Description
Among commercially available snRNA-seq platforms, 10x Genomics Chromium and Takara Bio’s ICELL8 cx represent technically distinct approaches, yet systematic comparisons in cardiac tissue are limited. Here, we benchmarked the 3′ Chromium, 5′ Chromium, and ICELL8 cx platforms using nuclei isolated from mouse and human heart tissues, including healthy donors and patients with non-ischemic cardiomyopathy.
We assessed nuclei capture efficiency, library complexity, transcript detection sensitivity, RNA biotype coverage, ambient RNA contamination, and cell-type resolution. The Chromium platforms achieved higher nuclear throughput with robust capture efficiency and low ambient RNA contamination, whereas ICELL8 cx provided deeper transcriptomic coverage per nucleus, detecting a broader range of RNA biotypes, including low-abundance non-coding RNAs, albeit with lower nuclei yield.
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All platforms consistently resolved major cardiac cell populations. Together, these results inform selection of snRNA-seq workflows for cardiac tissue studies, highlighting trade-offs between cellular throughput and transcriptomic depth.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE316nnn/GSE316567 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE316567 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1403409 ncbi.nlm.nih.gov/bioproject/PRJNA1403409 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
- Inferred from text
- Cardiomyopathy 75% · Heart 75% · RNA sequencing 75% · Sequencing 75% · Single-cell RNA sequencing 65% · Zoology 68%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE316567 | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[anatomy].local:anatomy:heart | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[disease].local:disease:cardiomyopathy | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3109 | enrichment · NCBI GEO | taxonomy-embedding@1.1.0 | title+keywords+description (68%) |
| 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 (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 |