Evidence map›Paper›PMID 32899676›Full record

ReviewBiomedicines2020

An Overview of Methods for Cardiac Rhythm Detection in Zebrafish.

Fiorency Santoso, Ali Farhan, Agnes L Castillo, Nemi Malhotra, Ferry Saputra, Kevin Adi Kurnia, Kelvin H-C Chen, Jong-Chin Huang, Jung-Ren Chen, Chung-Der Hsiao

Abstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Zebrafish in Cardiovascular Disease Research: from Model to Application.International journal of biological sciences · 2026
    Review
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. New Enclosure forFrontiers in physiology · 2022
    Article
  19. Article
  20. Zebrafish Heart Failure Models.Frontiers in cell and developmental biology · 2021
    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

10 authors.

Fiorency SantosoMaster Program in Nanotechnology, Chung Yuan Christian University, Chung-Li 320314, Taiwan.
Ali FarhanDepartment of Bioinformatics and Biotechnology, Government College University Faisalabad, Punjab 38000, Pakistan.
Agnes L CastilloFaculty of Pharmacy, The Graduate School and Research Center for the Natural and Applied Sciences, University of Santo Tomas, Manila 1008, Philippines.
Nemi MalhotraDepartment of Biomedical Engineering, Chung Yuan Christian University, Chung-Li 320314, Taiwan.
Ferry SaputraDepartment of Bioscience Technology, Chung Yuan Christian University, Chung-Li 320314, Taiwan.
Kevin Adi KurniaDepartment of Bioscience Technology, Chung Yuan Christian University, Chung-Li 320314, Taiwan.
Kelvin H-C ChenDepartment of Applied Chemistry, National Pingtung University, Pingtung 900391, Taiwan.
Jong-Chin HuangDepartment of Applied Chemistry, National Pingtung University, Pingtung 900391, Taiwan.ORCID 0000-0003-3997-1683
Jung-Ren ChenDepartment of Biological Science & Technology College of Medicine, I-Shou University, Kaohsiung 82445, Taiwan.
Chung-Der HsiaoMaster Program in Nanotechnology, Chung Yuan Christian University, Chung-Li 320314, Taiwan.ORCID 0000-0002-6398-8672

Funding

Ministry of Science Technology, Taiwan MOST 105-2313-B-033-001-MY3 and MOST107-2622-B-033-001-CC2 to C.-D.H., and MOST106-2633-B153-001 and MOST107-2633-B153-001 J.-C.H.
6 · The paper itself

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.

Indexed as

cardiac physiologydetection methodheart ratezebrafish

Identifiers

PMID32899676
PMCPMC7554775

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.