ArticleNature cell biology2020
Single-cell reconstruction of the adult human heart during heart failure and recovery reveals the cellular landscape underlying cardiac function.
Article in Nature cell biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 274 papers, 3 of them syntheses that pooled it.
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
274 citing papers in PubMed, 3 syntheses or guidelines pooled it, 435 citations in OpenAlex.
- Immune-related cardiovascular toxicities of PD-1/PD-L1 inhibitors in solid tumors: an updated systematic review and meta-analysis.Frontiers in immunology · 2024Pooled it
- Single-cell analysis of adult human heart across healthy and cardiovascular disease patients reveals the cellular landscape underlying SARS-CoV-2 invasion of myocardial tissue through ACE2.Journal of translational medicine · 2023Pooled it
- Multi-species meta-analysis identifies transcriptional signatures associated with cardiac endothelial responses in the ischaemic heart.Cardiovascular research · 2023Pooled it
- A Spatiotemporal Single-Cell Atlas Uncovers Dysregulated ECM Dynamics and Septal Remodeling Arrest in Human Ventricular Septal Defects.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Single nucleus transcriptomics reveals ITGA8-driven fibroblast remodeling in rheumatic valvular atrial fibrillation.iScience · 2026Article
- Reversing the pipeline: a 'human-first' multi-omics approach to cardiovascular discovery.Experimental & molecular medicine · 2026Review
- An Integrated Cardiac Microtissue Proteome Map Extends Therapeutic Remodeling by Nanovesicles.Molecular & cellular proteomics : MCP · 2026Article
- Multi-omics analysis of early reperfused ischemic heart reveals ERRβ/γ activation protects against acute myocardial infarction injury.Journal of advanced research · 2026Article
- Fate-mapping infiltrating monocytes following experimental myocardial infarction reveals differentiation trajectories in the infarcted heart.The Journal of clinical investigation · 2026Article
- Integrated single-cell RNA sequencing and mendelian randomization analysis identifies causal immune-related driver genes in the heart failure inflammatory microenvironment.Cardiovascular diagnosis and therapy · 2026Article
- Single-cell transcriptomics uncovers endothelial progenitor-like remodelling driving human coronary atherosclerosis progression.Nature cell biology · 2026Article
- ScanNet: Single-cell annotation informed by transcriptional regulation Network via iterative heterogeneous graph learning.PLoS computational biology · 2026Article
- Shared mechanisms of organ fibrosis.JCI insight · 2026Review
- Traditional Chinese Medicine Intervention Based on Metabolic-Epigenetic Axis: Mechanism and Treatment Strategy of Chronic Heart Failure.Biomolecules · 2026Review
- Single-Cell Analysis of Human Heart Failure With Preserved Ejection Fraction.Circulation research · 2026Article
- Exploring cell-type associations of rare disease phenotypes using non-diseased cell atlases.Briefings in bioinformatics · 2026Article
- Imaging-anchored multiomics in cardiovascular disease: integrating cardiac imaging, bulk, single-cell, and spatial transcriptomics.Briefings in bioinformatics · 2026Review
- TM4SF1 mediates YAP/TAZ regulation of coronary artery formation.Scientific reports · 2026Article
- Protein S-Nitrosylation in Heart Failure: A Compartment-Resolved Review of Mechanisms, Evidence Boundaries, and Translational Perspectives.Antioxidants (Basel, Switzerland) · 2026Review
- Interleukin-1β Drives Disease Progression in Arrhythmogenic Cardiomyopathy.JACC. Basic to translational science · 2026Article
214 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Owing to the prevalence and high mortality rates of cardiac diseases, a more detailed characterization of the human heart is necessary; however, this has been largely impeded by the cellular diversity of cardiac tissue and limited access to samples. Here, we show transcriptome profiling of 21,422 single cells-including cardiomyocytes (CMs) and non-CMs (NCMs)-from normal, failed and partially recovered (left ventricular assist device treatment) adult human hearts. Comparative analysis of atrial and ventricular cells revealed pronounced inter- and intracompartmental CM heterogeneity as well as compartment-specific utilization of NCM cell types as major cell-communication hubs. Systematic analysis of cellular compositions and cell-cell interaction networks showed that CM contractility and metabolism are the most prominent aspects that are correlated with changes in heart function. We also uncovered active engagement of NCMs in regulating the behaviour of CMs, exemplified by ACKR1
Indexed as
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.