Evidence map›Paper›PMID 42291246›Full record

ArticleiScience2026

Behavioral algorithms of ontogenetic switching in larval and juvenile zebrafish phototaxis.

Maxim Q Capelle, Katja Slangewal, Panagiotis E Eleftheriadis, Armin Bahl

Abstract read
In one paragraph

Article in iScience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

4 authors.

Maxim Q CapelleDepartment of Biology, University of Konstanz, Konstanz 78464, Germany.
Katja SlangewalDepartment of Biology, University of Konstanz, Konstanz 78464, Germany.
Panagiotis E EleftheriadisDepartment of Biology, University of Konstanz, Konstanz 78464, Germany.
Armin BahlDepartment of Biology, University of Konstanz, Konstanz 78464, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Animals undergo major behavioral adjustments during ontogeny, but how the underlying cognitive algorithms change during this process remains elusive. Here, we describe that zebrafish shift from light-seeking to dark-seeking as they grow from larval to juvenile stage. Combining complementary phototaxis assays in virtual reality and modeling, we dissect the computational basis of this transition. We identify three parallel pathways, one analyzing ambient whole-field luminance levels, one spatially comparing light levels across the eyes, and one computing luminance change in each eye. Larvae mostly use the latter two computations, whereas juveniles largely employ the first one. Using a library of agent-based models, we predict behavior in more complex environments. Model-based extraction of latent cognitive variables suggests potential neural correlates of this behavioral inversion. We suggest that zebrafish phototaxis is regulated via parallel processing streams, which could be a universal mechanism for adjusting behavior depending on developmental stage, context, or internal state.

Indexed as

Behavioral neuroscienceBiological sciencesDevelopmental biologySystems neuroscience

Identifiers

PMID42291246
PMCPMC13253138

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.