ReviewBiomedicines2020
An Overview of Methods for Cardiac Rhythm Detection in Zebrafish.
Review in Biomedicines, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
What it found
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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
20 citing papers in PubMed.
- Biological and Teratogenic Evaluations of Nitrogen Heterocycles for Anticancer Therapy.Pharmaceuticals (Basel, Switzerland) · 2026Article
- Diagnostic value of gasp frequency combined with echocardiography for assessing cardiac arrest and myocardial function during cardiopulmonary resuscitation in rats.Journal of cardiothoracic surgery · 2026Article
- Zebrafish Ace2N-mNeon expression toolkit forNeurophotonics · 2026Article
- Exploring universal segmentation models for automatic quantification of cardiac functional parameters from zebrafish heartbeat videos.Medical & biological engineering & computing · 2026Article
- Zebrafish in Cardiovascular Disease Research: from Model to Application.International journal of biological sciences · 2026Review
- Multifunctional robotic micromanipulation system for automated cardiovascular disease therapy using zebrafish.npj biomedical innovations · 2025Article
- A larval zebrafish model of cardiac physiological recovery following cardiac arrest and myocardial hypoxic damage.Biology open · 2024Article
- In situ assembly of an injectable cardiac stimulator.Nature communications · 2024Article
- Diving into drug-screening: zebrafish embryos as an in vivo platform for antimicrobial drug discovery and assessment.FEMS microbiology reviews · 2024Review
- Cardiac manifestations of human ACTA2 variants recapitulated in a zebrafish model.Journal of human genetics · 2024Article
- Petrosamine isolated from marine sponge Petrosia sp. demonstrates protection against neurotoxicity in vitro and in vivo.Natural products and bioprospecting · 2024Article
- Article
- Estimation of crossbridge-state during cardiomyocyte beating using second harmonic generation.Life science alliance · 2023Article
- Investigating Potential Cardiovascular Toxicity of Two Anti-Leukemia Drugs of Asciminib and Ponatinib in Zebrafish Embryos.International journal of molecular sciences · 2022Article
- HeartCV: a tool for transferrable, automated measurement of heart rate and heart rate variability in transparent animals.The Journal of experimental biology · 2022Article
- Analysis of incidental findings in Qatar genome participants reveals novel functional variants in LMNA and DSP.Human molecular genetics · 2022Article
- Using DeepLabCut as a Real-Time and Markerless Tool for Cardiac Physiology Assessment in Zebrafish.Biology · 2022Article
- New Enclosure forFrontiers in physiology · 2022Article
- The Genius of the Zebrafish Model: Insights on Development and Disease.Biomedicines · 2021Article
- Zebrafish Heart Failure Models.Frontiers in cell and developmental biology · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
The heart is the most important muscular organ of the cardiovascular system, which pumps blood and circulates, supplying oxygen and nutrients to peripheral tissues. Zebrafish have been widely explored in cardiotoxicity research. For example, the zebrafish embryo has been used as a human heart model due to its body transparency, surviving several days without circulation, and facilitating mutant identification to recapitulate human diseases. On the other hand, adult zebrafish can exhibit the amazing regenerative heart muscle capacity, while adult mammalian hearts lack this potential. This review paper offers a brief description of the major methodologies used to detect zebrafish cardiac rhythm at both embryonic and adult stages. The dynamic pixel change method was mostly performed for the embryonic stage. Other techniques, such as kymography, laser confocal microscopy, artificial intelligence, and electrocardiography (ECG) have also been applied to study heartbeat in zebrafish embryos. Nevertheless, ECG is widely used for heartbeat detection in adult zebrafish since ECG waveforms' similarity between zebrafish and humans is prominent. High-frequency ultrasound imaging (echocardiography) and modern electronic sensor tag also have been proposed. Despite the fact that each method has its benefits and limitations, it is proved that zebrafish have become a promising animal model for human cardiovascular disease, drug pharmaceutical, and toxicological research. Using those tools, we conclude that zebrafish behaviors as an excellent small animal model to perform real-time monitoring for the developmental heart process with transparent body appearance, to conduct the in vivo cardiovascular performance and gene function assays, as well as to perform high-throughput/high content drug screening.
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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.