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Omics · study · 2026

Single-nucleus RNA sequencing reveals the pathological process and key transcription factor of sorafenib-induced cardiotoxicity

Listed in NCBI GEO

Description

Background

Sorafenib is a first-line treatment for advanced solid tumors. However, its clinical application is limited by cardiotoxicity. The underlying mechanisms remain unclear.

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We aimed to identify key mechanisms of sorafenib-induced cardiotoxicity using single-nucleus RNA sequencing (snRNA-seq) and experimental verification. Results: SnRNA-seq demonstrated that cell clustering and component analysis confirmed the reduction in cardiomyocytes (CMs) and endothelial cells (ECs), along with an increase in immune cell populations. DEG enrichment analysis indicated that the upregulated DEGs in CMs, ECs, and fibroblasts (FBs) were consistently enriched in pathways associated with cardiomyopathy, whereas the downregulated DEGs were enriched in myocardial remodeling and repair processes.

Gene set scoring revealed activation of fibrosis and inflammation programs in CMs and FBs. Cell communication analysis revealed a widespread disruption of cellular crosstalk in sorafenib-induced cardiotoxicity and identified key ligand-receptor pairs contributing to pro-inflammatory and pro-fibrotic phenotypes. Meanwhile we identified the common transcription factors and main effect genes in the three main effector cells during sorafenib-induced cardiotoxicity.

Augur analysis and WGCNA consistently identified CMs as the most significantly affected cell type. Transcriptional regulatory network analysis highlighted melanocyte-inducing transcription factor (MITF) as a core transcription factor involved in sorafenib-induced cardiotoxicity. Functional validation showed that MITF expression was significantly increased in cardiac tissues and CMs after sorafenib treatment and that knockdown of MITF attenuated sorafenib-mediated CM hypertrophy in vitro.

Conclusions: By constructing the first snRNA-seq data for sorafenib-induced cardiotoxicity, we identified MITF as a key transcription factor associated with sorafenib-induced cardiotoxicity. Our study provides potential therapeutic targets for mitigating sorafenib-induced cardiotoxicity.

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From keywords
Life Sciences
Inferred from text
Cardiomyopathy 75% · Heart 65% · RNA sequencing 75% · Sequencing 75% · Single-cell RNA sequencing 65%
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE33687015 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 (65%)
concepts[disease].local:disease:cardiomyopathyenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
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:10090source · 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