ArticleInternational journal of biological sciences2023
Single-cell transcriptomics reveals zinc and copper ions homeostasis in epicardial adipose tissue of heart failure.
Article in International journal of biological sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- The Heart's Hidden Influencer: Epicardial Adipose Tissue in the Pathogenesis of Heart Failure.Cardiology discovery · 2026Review
- Article
- Biomarkers of Cardiac Metabolic Flexibility in Health, HFrEF and HFpEF.International journal of molecular sciences · 2026Review
- Role of Copper Homeostasis and Cuproptosis in Cardiovascular Disease: Molecular Insights and Metabolic Perspectives.International journal of biological sciences · 2026Review
- Association Between Fasting Blood Glucose and Myocardial Infarction Risk: Findings From the 2015-2018 NHANES Database and Mendelian Randomization Studies.Cardiology research and practice · 2026Article
- Copper dyshomeostasis and cardiovascular disease: Molecular mechanisms and new strategies for targeted intervention with cuproptosis (Review).International journal of molecular medicine · 2026Review
- Gene-metabolite interactions in aortic dissection: Insights from metabolic and single-cell analyses.Medicine · 2025Article
- Methods to model epicardial adipose tissue-mediated atrial fibrillation.NPJ cardiovascular health · 2025Review
- Single-Cell RNA-Sequencing Reveals Heterogeneity and Transcriptional Dynamics in Porcine Circulating CD8Cells · 2024Article
- HTK vs. HTK-N for Coronary Endothelial Protection during Hypothermic, Oxygenated Perfusion of Hearts Donated after Circulatory Death.International journal of molecular sciences · 2024Article
Corrections and comments
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Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Epicardial adipose tissue (EAT) is a unique visceral fat reservoir that shares an immune microenvironment without a distinct boundary with myocardium. Increasingly, visceral fat has been studied as a secondary immune organ, and EAT is no exception in this regard. Cellular subsets of EAT are associated with disease development. In heart failure (HF) patients, however, the immune characteristics of EAT have rarely been studied, especially those non-immune cells related to the immune microenvironment. Herein, an analysis of seven EAT samples by single-cell RNA sequencing (scRNA-Seq) is presented here, including 1 neonate, 1 infant, 1 child, 2 adults with heart failure (Adults-HF) and 2 adult heart transplant donors as non-heart failure control (Adults-Non HF). Analysis of 51730 high-quality cells revealed eleven major cell types in EAT. For the first time, the pseudo-temporal reconstruction technique was employed to plot the cell trajectories of various major cell types (such as T lymphocytes, fibroblasts, endothelial cells, monocytes, and smooth muscle cells) in EAT across different developmental stages, achieving a single-cell resolution. The dynamic gene expression patterns of major cell types presented the immune characteristics of metabolism disorder of zinc and copper ions, and downregulated immune-related pathways in EAT of adult patients with HF. These data provide insights regarding HF immune dysregulation at the cellular level.
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