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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.

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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
SourceKeyLast seenRaw
NCBI GEOGSE3165676 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[anatomy].local:anatomy:heartenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[disease].local:disease:cardiomyopathyenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:group:3109enrichment · NCBI GEOtaxonomy-embedding@1.1.0title+keywords+description (68%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[modality].local:modality:rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:sequencingenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:single-cell-rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (65%)
concepts[organism].NCBITaxon:9606source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title