GEO series
Using plasma cell-free mRNA to profile immune response and myocardial damage in immune checkpoint inhibitor-induced myocarditis
GSE296680
Homo sapiens
Expression profiling by high throughput sequencing
26 samples
2025/05/24
GPL24676
Summary
Immune checkpoint inhibitor-induced myocarditis (ICI-m) is a highly fatal cancer treatment complication with challenging diagnosis and invasive diagnostic methods. We developed a plasma cell-free mRNA (cf-mRNA) platform for noninvasive characterization of the immune and myocardial landscape in ICI-m. We sequenced bulk cell-free total RNA from plasma of cancer patients treated with ICIs: without immune-related adverse events (irAE) (group A, n=5), with noncardiac irAE (group B, n=7), and with ICI-m with/without noncardiac irAE (group C, n=10). Publicly available healthy control cfRNA (n=30) served as external controls. Cell type-specific gene panels from single cell RNA-sequencing of circulating immune and cardiac cells were used for cellular deconvolution. Cancer and inflammatory pathways were enriched in ICI-treated patients versus controls. Cardiac pathways and conduction system genes were significantly enriched in group C versus A and B. Temra CD8+ T cell and cardiomyocyte signature scores, with CCL5 and MYH6 expression, were elevated in group C. Our custom ICI-m classifier, containing three cardiac- and three immune cell-specific genes, effectively differentiated group C from A (AUC 0.903, 95% CI 0.858-0.903) and B patients (AUC 0.983, 95% CI 0.970-0.983), outperforming unsupervised feature selection. outperforming unsupervised feature selection. This platform captures disease-specific signatures enabling precision diagnostics for inflammatory diseases.
Download
NCBI GEO page ↗
Paper (PMID 40829177) ↗
{# Names what the click gives you. "Open in finder" meant nothing to a
visitor who arrived from a search engine and has never seen the tool. #}
Find more
human RNA-seq datasets →
Similar datasets
- GSE328275 Single-cell RNA sequencing of CD45+ immune cells across primary tumor, sentinel tumor-draining lymph node, and axillary lymph node in treatment-naive triple-negative breast cancer 28 samples
- GSE341753 Cohesin loading at regulatory elements shapes 3D genome folding during erythropoiesis [RNA-Seq] 12 samples
- GSE319969 Spatial and Bulk Transcriptomic Profiling Defines the Molecular Evolution of Cutaneous Squamous Cell Carcinoma and Reveals Stage-Specific Biomarkers of Clinical Relevance [RNA-Seq] 24 samples
- GSE342462 Integrated transcriptomic and bioelectrical profiling of stem-like cellular states in a colorectal cancer using SdFFF and UHF-DEP 12 samples
- GSE313035 METIMMOX: Colorectal Cancer METastasis - Shaping Anti-tumor IMMunity by OXaliplatin 67 samples
- GSE339456 Integrated bulk and spatial transcriptomic analysis identifies progression-associated molecular signatures in biopsy-proven hypertensive nephropathy [RNA-seq] 35 samples
- GSE341139 A conserved HAND2-BMP5-SMAD1/5/9 axis drives hepatic stellate cell activation and extracellular matrix overproduction in multiple fibrotic etiologies 10 samples
- GSE274275 Effect of depletion of NSUN4 on gene expression of NCI-H226 cells [RNA-seq] 6 samples
Share this dataset
Metadata from NCBI GEO, cached and refreshed periodically — the NCBI page above is authoritative. Downloads link straight to NCBI/ENA; nothing is proxied through BioTransfer.