Evidence map›Paper›PMID 41531417›Full record

ArticleDevelopment (Cambridge, England)2026

Developmental single-cell atlas of coronary vessel growth and cardiomyocyte interaction in zebrafish.

Muhammad Abdul Rouf, Gülsüm Kayman Kürekçi, Shaoqiu Zhang, Stéphanie Larrivée Vanier, Sarah M Kamel, Ann Nee Lee, Ruey-Bing Yang, Shih-Lei Lai, Rubén Marín-Juez

Abstract read
In one paragraph

Article in Development (Cambridge, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Elucidating Gene Functions in Congenital Heart Disease.Current treatment options in cardiovascular medicine · 2026
    Review
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

9 authors.

Muhammad Abdul RoufCentre de Recherche Azrieli, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, H3T 1C5, Canada.ORCID 0000-0002-4076-2291
Gülsüm Kayman KürekçiCentre de Recherche Azrieli, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, H3T 1C5, Canada.
Shaoqiu ZhangCentre de Recherche Azrieli, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, H3T 1C5, Canada.
Stéphanie Larrivée VanierCentre de Recherche Azrieli, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, H3T 1C5, Canada.
Sarah M KamelCentre de Recherche Azrieli, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, H3T 1C5, Canada.
Ann Nee LeeInstitute of Biomedical Sciences, Academia Sinica, Taipei 11529, Taiwan.
Ruey-Bing YangInstitute of Biomedical Sciences, Academia Sinica, Taipei 11529, Taiwan.
Shih-Lei LaiInstitute of Biomedical Sciences, Academia Sinica, Taipei 11529, Taiwan.
Rubén Marín-JuezCentre de Recherche Azrieli, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, H3T 1C5, Canada.ORCID 0000-0001-5903-7463

Funding

CIHR PJT-178037Fonds de recherche du QuébecFonds de Recherche du Quebec - SanteNatural Sciences and Engineering Research Council of Canada RGPIN-2021-03011Natural Sciences and Engineering Research Council of Canada and the Canadian Institutes of Health ResearchUniversite de MontrealUniversité de Montréal
6 · The paper itself

Abstract

Cardiac morphogenesis requires the intricate coordination of different cell types and molecular cues. Coronary vessel formation is essential for heart development, yet how coronary vessels grow and contribute to ventricular wall formation remains poorly understood. Here, we combine high-resolution imaging and new genetic tools to systematically analyze coronary vasculature development in zebrafish at each millimeter increment from 7 to 30 mm of body length and identify cellular and molecular milestones defining four distinct coronary network developmental stages. Our data show how coronary vessels expand, pattern, specify and act as vascular scaffolds to guide cardiomyocyte growth throughout development. Manipulating coronary network growth by Vegfa signaling perturbation through gain- and loss-of-function approaches disrupts coronary vessel-cardiomyocyte interactions and cardiomyocyte expansion. To gain further resolution into these processes, we build a single-cell RNA sequencing atlas by profiling 37,554 ventricular cells across the different developmental stages and identify new coronary markers, dynamic cellular interactions, and stage-specific endothelial-cardiomyocyte crosstalk. Overall, we present the first comprehensive roadmap of coronary vessel formation and coordinated cellular and molecular interactions with the developing cardiac muscle in zebrafish.

Indexed as

Coronary VesselsMyocytes, CardiacZebrafishAnimalsCell CommunicationGene Expression Regulation, DevelopmentalHeartMorphogenesisSignal TransductionSingle-Cell AnalysisVascular Endothelial Growth Factor AZebrafish ProteinsVascular Endothelial Growth Factor AZebrafish ProteinsCardiomyocytesCardiovascularCoronary vasculatureDevelopmentVegfaZebrafish

Identifiers

PMID41531417
PMCPMC12863305

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.