ArticleBiomicrofluidics2025
Cognitive dynamics of drug-mediated zebrafish under sound stimuli in a microfluidic environment.
Article in Biomicrofluidics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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
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Who cites it
5 citing papers in PubMed.
- Article
- Behavioral Dynamics of Zebrafish Under Hydrodynamic Stimuli Induced by Magnetic Microactuator in Microfluidics.Biosensors · 2026Article
- Reconfigurable Cilia-Based Magnetic Millirobots for Cooperative Particle Manipulation Through Programmable Assembly in Microfluidics.Micromachines · 2026Article
- Comparative assessment of behavioural alterations induced by common laboratory solvents in zebrafish (Danio rerio) larvae.Scientific reports · 2026Article
- AI-Integrated Micro/Nanorobots for Biomedical Applications: Recent Advances in Design, Fabrication, and Functions.Biosensors · 2025Review
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Larval zebrafish are an appropriate animal and laboratory model for exploring the neural mechanisms underlying cognitive abilities, especially concerning their applicability to human cognition. To replicate the natural habitats of such organisms at the laboratory level, microfluidic platforms are employed as a valuable tool in mimicking the intricate spatiotemporal stimuli together with high-throughput screening. This work investigated the memory capabilities of zebrafish larvae across different developmental stages (5-9 days post-fertilization) by employing sound stimuli within the microfluidic environment. Notably, the sound signal with 1200 Hz frequency was observed to be significantly sensitive among all the considered developmental stages in stimulating the responses. In addition, the impact of the memory enhancer drug methylene blue (MB) was tested, revealing a significant enhancement in cognitive performance compared to controls. Specifically, learning (training) and memory (post-training) were observed to exhibit 2-fold and 20-fold increases, respectively, in MB-exposed larvae. In addition to sound stimuli and memory enhancer drugs, the impact of environmental complexity on cognitive abilities was examined by employing different designs of microchannels, such as series, parallel, and combined configurations. The presented experimental paradigm provides a robust framework for various zebrafish studies, including sensory processing mechanisms, learning capabilities, and potential therapeutic interventions.
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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.