ReviewNature cardiovascular research2023
Current and future perspectives of single-cell multi-omics technologies in cardiovascular research.
Review in Nature cardiovascular research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed.
- Unique CD8bioRxiv : the preprint server for biology · 2026Article
- Restoring autophagy-apoptosis balance in diabetic cardiomyopathy via a biomimetic, ROS-responsive nanocarrier associated with Mst1 pathway modulation.Journal of nanobiotechnology · 2026Article
- mRNA medicine for cardiovascular disease.Nature cardiovascular research · 2026Review
- Single-Cell Multi-Omics Profiling of Human Septal Myectomy Tissue: Toward Precision Medicine in Obstructive Hypertrophic Cardiomyopathy.Journal of personalized medicine · 2026Review
- Beyond transcription: RNA-binding proteins steering angiogenesis.American journal of physiology. Heart and circulatory physiology · 2026Review
- Induced Pluripotent Stem Cells in Cardiomyopathy: Advancing Disease Modeling, Therapeutic Development, and Regenerative Therapy.International journal of molecular sciences · 2025Review
- Single-cell transcriptomic analysis deciphers the inflammatory microenvironment characterized by CXCL9+ fibroblasts and ACKR1+ endothelial cells in immune-related myocarditis.Journal of translational medicine · 2025Article
- Dissecting endothelial cell heterogeneity with new tools.Cell regeneration (London, England) · 2025Review
- Precision cardiovascular medicine: shifting the innovation paradigm.Frontiers in science · 2025Article
- The Dual Role of the TRAIL-DR5 Signaling Axis in Cardiovascular Disease: From Molecular Mechanisms to Targeted Therapies.Biologics : targets & therapy · 2025Review
- Decoding congenital heart disease: a multi-omic framework for cardiac lineage and regulatory dysfunction.Frontiers in cell and developmental biology · 2025Review
- Clinical trials in-a-dish for cardiovascular medicine.European heart journal · 2024Review
- A Multimodal Omics Framework to Empower Target Discovery for Cardiovascular Regeneration.Cardiovascular drugs and therapy · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Single-cell technology has become an indispensable tool in cardiovascular research since its first introduction in 2009. Here, we highlight the recent remarkable progress in using single-cell technology to study transcriptomic and epigenetic heterogeneity in cardiac disease and development. We then introduce the key concepts in single-cell multi-omics modalities that apply to cardiovascular research. Lastly, we discuss some of the trending concepts in single-cell technology that are expected to propel cardiovascular research to the next phase of single-cell research.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.