Evidence map›Paper›PMID 33927213›Full record

ArticleScientific reports2021

Zebrafish automatic monitoring system for conditioning and behavioral analysis.

Marta de Oliveira Barreiros, Felipe Gomes Barbosa, Diego de Oliveira Dantas, Daniel de Matos Luna Dos Santos, Sidarta Ribeiro, Giselle Cutrim de Oliveira Santos, Allan Kardec Barros

Abstract readEvaluation Study
In one paragraph

Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Abamectin Causes Neurotoxicity in Zebrafish Embryos.International journal of molecular sciences · 2025
    Article
  6. Article
  7. Review
  8. Research Animal Behavioral Management Programs for the 21st Century.Animals : an open access journal from MDPI · 2023
    Review
  9. Review
  10. Review
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

7 authors.

Marta de Oliveira BarreirosDepartment of Electrical Engineering, Laboratory for Biological Information Processing (PIB), Federal University of Maranhão (UFMA), Av. dos Portugueses, 1966, Vila Bacanga, São Luís, MA, CEP 65080-805, Brazil. marta-barreiros@hotmail.com.
Felipe Gomes BarbosaDepartment of Electrical Engineering, Laboratory for Biological Information Processing (PIB), Federal University of Maranhão (UFMA), Av. dos Portugueses, 1966, Vila Bacanga, São Luís, MA, CEP 65080-805, Brazil.
Diego de Oliveira DantasDepartment of Electrical Engineering, Laboratory for Biological Information Processing (PIB), Federal University of Maranhão (UFMA), Av. dos Portugueses, 1966, Vila Bacanga, São Luís, MA, CEP 65080-805, Brazil.
Daniel de Matos Luna Dos SantosDepartment of Electrical Engineering, Laboratory for Biological Information Processing (PIB), Federal University of Maranhão (UFMA), Av. dos Portugueses, 1966, Vila Bacanga, São Luís, MA, CEP 65080-805, Brazil.
Sidarta RibeiroBrain Institute, Federal University of Rio Grande Do Norte, Av. Sen. Salgado Filho, 3000, Candelária, Natal, RN, Brazil.
Giselle Cutrim de Oliveira SantosDepartment of Biology Sciences, State University of Maranhão, Cidade Universitaria Paulo VI S/N, São Luís, MA, 65055-310, Brazil.
Allan Kardec BarrosDepartment of Electrical Engineering, Laboratory for Biological Information Processing (PIB), Federal University of Maranhão (UFMA), Av. dos Portugueses, 1966, Vila Bacanga, São Luís, MA, CEP 65080-805, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Studies using zebrafish (Danio rerio) in neuro-behavioural research are growing. Measuring fish behavior by computational methods is one of the most efficient ways to avoid human bias in experimental analyses, extending them to various approaches. Sometimes, thorough analyses are difficult to do, as fish can behave unpredictably during an experimental strategy. However, the analyses can be implemented in an automated way, using an online strategy and video processing for a complete assessment of the zebrafish behavior, based on the detection and tracking of fish during an activity. Here, a fully automatic conditioning and detailed analysis of zebrafish behavior is presented. Microcontrolled components were used to control the delivery of visual and sound stimuli, in addition to the concise amounts of food after conditioned stimuli for adult zebrafish groups in a conventional tank. The images were captured and processed for automatic detection of the fish, and the training of the fish was done in two evaluation strategies: simple and complex. In simple conditioning, the zebrafish showed significant responses from the second attempt, learning that the conditioned stimulus was a predictor of food presentation in a specific space of the tank, where the food was dumped. When the fish were subjected to two stimuli for decision-making in the food reward, the zebrafish obtained better responses to red light stimuli in relation to vibration. The behavior change was clear in stimulated fish in relation to the control group, thus, the distances traveled and the speed were greater, while the polarization was lower in stimulated fish. This automated system allows for the conditioning and assessment of zebrafish behavior online, with greater stability in experiments, and in the analysis of the behavior of individual fish or fish schools, including learning and memory studies.

Indexed as

AutomationBehavior, AnimalConditioning, PsychologicalZebrafishAnimalsFemaleLaboratory Animal ScienceMale

Identifiers

PMID33927213
PMCPMC8085222

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.