Evidence map›Paper›PMID 36393852›Full record

ReviewFrontiers in cell and developmental biology2022

Non-cardiomyocytes in the heart in embryo development, health, and disease, a single-cell perspective.

Shuangyuan Ding, Xingwu Zhang, Hui Qiu, Jiaoyang Wo, Fengzhi Zhang, Jie Na

Abstract readReview
In one paragraph

Review in Frontiers in cell and developmental biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
  2. Article
  3. A simple approach of nuclei isolation for single nucleus multiome sequencing.Journal of molecular and cellular cardiology · 2025
    Article
  4. mExperimental & molecular medicine · 2025
    Review
  5. The molecular mechanisms of cardiac development and related diseases.Signal transduction and targeted therapy · 2024
    Review
  6. LncRNAs in theInternational journal of molecular sciences · 2024
    Article
  7. Increased cardiac macrophages inFrontiers in genetics · 2024
    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

6 authors.

Shuangyuan DingSchool of Medicine, Tsinghua University, Beijing, China.
Xingwu ZhangSchool of Medicine, Tsinghua University, Beijing, China.
Hui QiuSchool of Life Sciences, Tsinghua University, Beijing, China.
Jiaoyang WoCenter for Life Sciences, Tsinghua University and Peking University, Beijing, China.
Fengzhi ZhangCentral Laboratory, First Hospital of Tsinghua University, Beijing, China.
Jie NaSchool of Medicine, Tsinghua University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recent single-cell atlases of the heart gave unprecedented details about the diversity of cell types and states during heart development in health and disease conditions. Beyond a profiling tool, researchers also use single-cell analyses to dissect the mechanism of diseases in animal models. The new knowledge from these studies revealed that beating cardiomyocytes account for less than 50% of the total heart cell population. In contrast, non-cardiomyocytes (NCMs), such as cardiac fibroblasts, endothelial cells, and immune cells, make up the remaining proportion and have indispensable roles in structural support, homeostasis maintenance, and injury repair of the heart. In this review, we categorize the composition and characteristics of NCMs from the latest single-cell studies of the heart in various contexts and compare the findings from both human samples and mouse models. This information will enrich our understanding of the cellular basis of heart development and diseases and provide insights into the potential therapeutic targets in NCMs to repair the heart.

Indexed as

cardiac fibroblastcardiac macrophageendothelial cellheart developmentheart diseasenon-cardiomyocytesingle-cell analysis

Identifiers

PMID36393852
PMCPMC9661523

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.