Evidence map›Paper›PMID 40028023›Full record

ArticleBio-protocol2025

Quantification of Neuromuscular Junctions in Zebrafish Cranial Muscles.

Ritika Ghosal, Johann K Eberhart

Abstract read
In one paragraph

Article in Bio-protocol, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

2 authors.

Ritika GhosalMolecular Biosciences, College of Natural Sciences, University of Texas at Austin, Austin, TX, USA.
Johann K EberhartMolecular Biosciences, College of Natural Sciences, University of Texas at Austin, Austin, TX, USA.

Funding

Mechanisms underlying the multifaceted basis of craniofacial dysmorphogenesisR35DE029086 · NIDCR · UNIVERSITY OF TEXAS AT AUSTIN · PI JOHANN K EBERHART · 2019 to 2026
$7.6M
Genetic Screens in Zebrafish to Identify Gene-Ethanol InteractionsR01AA023426 · NIAAA · UNIVERSITY OF TEXAS AT AUSTIN · PI JOHANN K EBERHART · 2015 to 2026
$3.0M
Characterizing the Genetics of FASD in Complementary Mouse and Fish ModelsR01AA031346 · NIAAA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI JOHANN K EBERHART, Scott Parnell · 2023 to 2026
$2.2M
NIAAA NIH HHS R01 AA023426NIAAA NIH HHS R01 AA031346NIDCR NIH HHS R35 DE029086
6 · The paper itself

Abstract

Communication between motor neurons and muscles is established by specialized synaptic connections known as neuromuscular junctions (NMJs). Altered morphology or numbers of NMJs in the developing muscles can indicate a disease phenotype. The distribution and count of NMJs have been studied in the context of several developmental disorders in different model organisms, including zebrafish. While most of these studies involved manual counting of NMJs, a few of them employed image analysis software for automated quantification. However, these studies were primarily restricted to the trunk musculature of zebrafish. These trunk muscles have a simple and reiterated anatomy, but the cranial musculoskeletal system is much more complex. Here, we describe a stepwise protocol for the visualization and quantification of NMJs in the ventral cranial muscles of zebrafish larvae. We have used a combination of existing ImageJ plugins to develop this methodology, aiming for reproducibility and precision. The protocol allows us to analyze a specific set of cranial muscles by choosing an area of interest. Using background subtraction, pixel intensity thresholding, and watershed algorithm, the images are segmented. The binary images are then used for NMJ quantification using the Analyze Particles tool. This protocol is cost-effective because, unlike other licensed image analyzers, ImageJ is open-source and available free of cost. Key features • Immunostaining neuromuscular junctions in alcohol-exposed zebrafish. • Quantification of presynaptic and postsynaptic terminals in cranial muscles of zebrafish larvae. • Analysis of size and distribution of NMJs in cranial muscles of zebrafish larvae.

Indexed as

Automated particle quantificationCranial nervesEthanolFIJI/ImageJNeuromuscular junctionsZebrafish

Identifiers

PMID40028023
PMCPMC11865821

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Registered trials

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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.