Evidence map›Paper›PMID 42158456›Full record

ArticleFrontiers in toxicology2026

Visual-acoustic thigmotaxis in zebrafish larvae: a high throughput NAM for neurotoxicity assessment.

Monica Torres-Ruiz, Maria Muñoz-Palencia, Antonio De la Vieja, Ana I Cañas-Portilla

Abstract read
In one paragraph

Article in Frontiers in toxicology, 2026. 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. ACS omega · 2026
    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

4 authors.

Monica Torres-RuizEnvironmental Toxicology Unit, Centro Nacional de Sanidad Ambiental (CNSA), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.
Maria Muñoz-PalenciaEnvironmental Toxicology Unit, Centro Nacional de Sanidad Ambiental (CNSA), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.
Antonio De la ViejaEndocrine Tumor Unit, Unidad Funcional de Investigación en Enfermedades Crónicas (UFIEC), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.
Ana I Cañas-PortillaEnvironmental Toxicology Unit, Centro Nacional de Sanidad Ambiental (CNSA), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Current regulatory neurotoxicity guidelines do not include behavioral endpoints that capture stress-related responses. Zebrafish larvae prior to independent feeding offer a promising vertebrate model for developing new approach methodologies (NAMs) because they combine neurobiological relevance with high-throughput potential. In this study, we developed and evaluated a larval thigmotaxis assay to detect behavioral alterations induced by neuroactive substances. Methods: Zebrafish larvae at 120 hpf were exposed for 1 h to model compounds and then challenged with visual (light/dark) and acoustic (tapping/silence) stimuli. Thigmotaxis, defined as edge-preference behavior, and locomotor activity were assessed. To increase throughput, we compared the conventional 24-round-well format with a 96-square-well format. Assay performance was evaluated using caffeine and diazepam as reference compounds, followed by additional neuroactive substances (chlorpyrifos, nicotine, dexamethasone, ethylenethiourea) and low-neuroactivity comparators (saccharin, amoxicillin). Benchmark dose modeling was used to compare the sensitivity of thigmotaxis and locomotor endpoints. Results: The 24-well and 96-well formats produced equivalent results, supporting use of the higher-throughput system. Reference compounds confirmed assay performance, with caffeine increasing thigmotaxis and diazepam decreasing it under specific stimulus conditions. Additional neuroactive substances produced stimulus-dependent behavioral responses, whereas saccharin and amoxicillin caused little or no effect. Across compounds, benchmark dose modeling showed that thigmotaxis was generally more sensitive than traditional locomotor activity endpoints. Discussion: This multiplexed visual-acoustic thigmotaxis assay is reproducible, scalable, and sensitive for detecting neuroactive effects in zebrafish larvae. It can be used either as a stand-alone behavioral NAM or integrated into a broader test battery for neurotoxicity assessment. The method provides a practical and ethical tool to support chemical safety assessment in both ecotoxicology and human toxicology.

Indexed as

anxietybehaviordanio reriolarvaNAMneurotoxicitythigmotaxis

Identifiers

PMID42158456
PMCPMC13180826

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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.