Evidence map›Paper›PMID 40546277›Full record

ArticleBiomicrofluidics2025

Cognitive dynamics of drug-mediated zebrafish under sound stimuli in a microfluidic environment.

Prashant Kishor Sharma, Dineshkumar Loganathan, Ming-Lung Chen, Yueh-Hsun Lu, Pu-Hsiang Wang, Chia-Yuan Chen

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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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

6 authors.

Prashant Kishor SharmaDepartment of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan.ORCID https://orcid.org/0009-0005-9693-7408
Dineshkumar LoganathanDepartment of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan.ORCID https://orcid.org/0000-0002-2305-8032
Ming-Lung ChenDepartment of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan.
Pu-Hsiang WangDepartment of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan.
Chia-Yuan ChenDepartment of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan.ORCID https://orcid.org/0000-0002-4112-892X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Identifiers

PMID40546277
PMCPMC12182284

What OpenQuestion holds

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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.