Evidence map›Paper›PMID 37705737›Full record

ArticleInternational journal of biological sciences2023

Single-cell transcriptomics reveals zinc and copper ions homeostasis in epicardial adipose tissue of heart failure.

Rongjun Zou, Miao Zhang, Zengxiao Zou, Wanting Shi, Songtao Tan, Chaojie Wang, Wenliu Xu, Jiaqi Jin, Stephen Milton, Yang Chen and 2 more

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Review
  2. Article
  3. Biomarkers of Cardiac Metabolic Flexibility in Health, HFrEF and HFpEF.International journal of molecular sciences · 2026
    Review
  4. Review
  5. Article
  6. Review
  7. Article
  8. Review
  9. Article
  10. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Rongjun ZouThe Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China.
Miao ZhangThe Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China.
Zengxiao ZouThe Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China.
Wanting ShiGuangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, Guangdong, China.
Songtao TanThe Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China.
Chaojie WangThe Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China.
Wenliu XuThe Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China.
Jiaqi JinSchool of Pharmaceutical Sciences, Key Laboratory of Chinese Medicinal Formulae, Guangzhou University of Chinese Medicine, Guangzhou 510405, China.
Stephen MiltonSchool of Pharmaceutical Sciences, Stanford University, 450 Serra Mall, Stanford, CA 94305, USA.
Yang ChenSchool of Pharmaceutical Sciences, Key Laboratory of Chinese Medicinal Formulae, Guangzhou University of Chinese Medicine, Guangzhou 510405, China.
Ge WangThe Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China.
Xiaoping FanThe Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

CopperHeart FailureAdipose TissueAdultChildEndothelial CellsHomeostasisHumansInfantInfant, NewbornTranscriptomeZincCopperZincdevelopmentepicardial adipose tissueheart failuresimmune microenvironmentsingle-cell RNA sequencing

Identifiers

PMID37705737
PMCPMC10496493

What Socratic holds

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Registered trials

None linked

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 Socratic graph.