Evidence map›Paper›PMID 36916795›Full record

ArticleeLife2023

Neural circuits underlying habituation of visually evoked escape behaviors in larval zebrafish.

Haleh Fotowat, Florian Engert

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In one paragraph

Article in eLife, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing 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

24 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Disruption ofiScience · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. On analogies in vertebrate and insect visual systems.Nature reviews. Neuroscience · 2025
    Review
  12. Article
  13. Review
  14. Surrogate GPR139 Agonists Reverse Short-Term Startle Habituation Impairment in Larval Zebrafish.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2025
    Article
  15. Brain-Wide Impacts of Sedation on Spontaneous Activity and Auditory Processing in Larval Zebrafish.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Article
  16. Habituation learning: insights from zebrafish larvae.Frontiers in molecular neuroscience · 2025
    Review
  17. Article
  18. Article
  19. Article
  20. A Visual Interface for Exploring Hypotheses About Neural Circuits.IEEE transactions on visualization and computer graphics · 2024
    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.

Haleh FotowatWyss Institute for Biologically Inspired Engineering, Harvard University, Boston, United States.ORCID 0000-0003-0372-4912
Florian EngertDepartment of Molecular and Cellular Biology, Harvard University, Cambridge, United States.ORCID 0000-0001-8169-2990

Funding

Zooming into the fish's brain-What is really going on! Connectomics analysis of larval zebrafish.U19NS104653 · NINDS · HARVARD UNIVERSITY · PI Randal Burns, Florian Engert · 2017 to 2026
$39.4M
Genetic and neural mechanisms underlying emerging social behavior in zebrafishRF1NS124017 · NINDS · HARVARD UNIVERSITY · PI ENGERT, FLORIAN, FISHMAN, MARK C · 2021 to 2021
$2.5M
Genetic and neural mechanisms underlying emerging social behavior in zebrafishR01NS124017 · NINDS · HARVARD UNIVERSITY · PI ENGERT, FLORIAN, FISHMAN, MARK C · 2024 to 2025
$1.5M
NINDS NIH HHS R01 NS124017NINDS NIH HHS RF1 NS124017NINDS NIH HHS U19 NS104653
6 · The paper itself

Abstract

Larval zebrafish that are exposed repeatedly to dark looming stimuli will quickly habituate to these aversive signals and cease to respond with their stereotypical escape swims. A dark looming stimulus can be separated into two independent components: one that is characterized by an overall spatial expansion, where overall luminance is maintained at the same level, and a second, that represents an overall dimming within the whole visual field in the absence of any motion energy. Using specific stimulation patterns that isolate these independent components, we first extracted the behavioral algorithms that dictate how these separate information channels interact with each other and across the two eyes during the habituation process. Concurrent brain wide imaging experiments then permitted the construction of circuit models that suggest the existence of two separate neural pathways. The first is a looming channel which responds specifically to expanding edges presented to the contralateral eye and relays that information to the brain stem escape network to generate directed escapes. The second is a dimming-specific channel that could be either monocular or binocularly responsive, and that appears to specifically inhibit escape response when activated. We propose that this second channel is under strong contextual modulation and that it is primarily responsible for the incremental silencing of successive dark looming-evoked escapes.

Indexed as

Escape ReactionZebrafishAnimalsBrainHabituation, PsychophysiologicLarvabehaviorcalcium imagingescape behaviorhabituationlearningloomingneurosciencezebrafish

Identifiers

PMID36916795
PMCPMC10014075

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table measurements read5
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Registered trials

None linked

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.