Evidence map›Paper›PMID 41991633›Full record

ArticleScientific reports2026

Sympatho-vagal balance and intrinsic sinoatrial node activity in larval zebrafish quantified by heart rate variability.

Layan Hamed, Nir Almog, Inbar Brosh, Yael Yaniv, Limor Freifeld

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Layan HamedLaboratory of Bioelectric and Bioenergetic Systems, Faculty of Biomedical Engineering and the Technion AutonomousSystems Program, Technion-IIT, Haifa, Israel.
Nir AlmogLaboratory of Bioelectric and Bioenergetic Systems, Faculty of Biomedical Engineering and the Technion AutonomousSystems Program, Technion-IIT, Haifa, Israel.
Inbar BroshLaboratory of Bioelectric and Bioenergetic Systems, Faculty of Biomedical Engineering and the Technion AutonomousSystems Program, Technion-IIT, Haifa, Israel.
Yael YanivLaboratory of Bioelectric and Bioenergetic Systems, Faculty of Biomedical Engineering and the Technion AutonomousSystems Program, Technion-IIT, Haifa, Israel. yaely@bm.technion.ac.il.
Limor FreifeldNeuroengineeing Laboratory, Faculty of Biomedical Engineering and the Technion Autonomous Systems Program, Technion-IIT, Haifa, Israel. freifeld@bm.technion.ac.il.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The larval zebrafish is a powerful in vivo model for studying cardiac disease. Alterations in sympatho-vagal balance and intrinsic sinoatrial node activity, key contributors to cardiac dysfunction, can be assessed using heart rate variability (HRV) indices. However, a validated method for HRV quantification in larval zebrafish has not been established. Here, we address this unmet need by (a) validating that beat intervals (BI) can be accurately extracted from fluorescence-based heart imaging, (b) adapting HRV indices from humans to larval zebrafish at 6 days post-fertilization (dpf), and (c) quantifying HRV indices in response to altered or absent sympatho-vagal balance. We show that: (a) BI and HRV extracted from fluorescence imaging and electrophysiological measurements are comparable; (b) The majority of the power spectral density (PSD) of BI sequences in larval zebrafish, which quantify the power of a signal that is distributed across different frequencies, resides within the high-frequency range (0.458–1.564 Hz); (c) Sympathetic activity is higher than vagal activity and predominantly modulates the PSD of BI sequences in high and very low frequency bands (0.0033–0.079 Hz), whereas vagal activity mainly affects the low frequency range (0.079–0.458 Hz); and (d) Intrinsic pacemaker mechanisms contribute to the low- and high-frequency regimes of the PSD of BI sequences. Thus, even at the larval stage a synergy between sympatho-vagal and intrinsic sinoatrial node activity exists, with dominant sympathetic activity. Moreover, our methodology for BI measurement and drug treatment in this model could serve as a basis for high-throughput drug screening for cardiac arrhythmias.

Indexed as

Heart RateSinoatrial NodeSympathetic Nervous SystemVagus NerveZebrafishAnimalsHumansLarvaCardiovascular diseaseDevelopment modelFrequencyHeart rhythm

Identifiers

PMID41991633
PMCPMC13243445

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LicenceCC BY-NC-ND
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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.