Evidence map›Paper›PMID 41641603›Full record

ArticleBiology open2026

Behavioral trait (co)variances and plasticity in response to turbidity in wild zebrafish (Danio rerio).

Bhavya Pratap Singh, Anuradha Bhat

Abstract read
In one paragraph

Article in Biology open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Bhavya Pratap SinghDepartment of Biological Sciences, Indian Institute of Science Education and Research (IISER)Kolkata, Mohanpur - 741246, West Bengal, India.
Anuradha BhatDepartment of Biological Sciences, Indian Institute of Science Education and Research (IISER)Kolkata, Mohanpur - 741246, West Bengal, India.ORCID 0000-0002-7447-2380

Funding

Indian Institute of Science Education and Research Kolkata
6 · The paper itself

Abstract

The unpredictability of the environment can shape not only the mean behavioral expression but also the structure of behavioral variance within wild populations. Yet, empirical tests integrating individual variation, trait covariances, and correlated plasticities across ecologically relevant gradients remain rare, particularly those aimed at phenotype integration. Using wild zebrafish, we examined how long-term exposure to turbidity and immediate changes in water clarity influence behavioral means, individual (co)variances, and plasticity integration across three coping behaviors - activity, aggression, and boldness. Adult fish were conditioned in clear and turbid water for a month, followed by repeated behavioral tests in clear as well as in turbid water. Individuals that were maintained in clear or turbid water for a month showed substantial variation in their behavioral adjustments when exposed to perturbations in the water-clarity. Mean behaviors changed primarily in response to immediate change in water turbidity and trial repetition, not long-term conditioning. However, conditioning strongly altered individual variance structure; turbid-conditioned individuals showed reduced consistency across testing waters, indicating greater behavioral flexibility under sensory uncertainty. The only evidence to behavioral syndromes was between activity and boldness [r=-0.379] among clear-conditioned treatment, whereas within-individual correlations between aggression and boldness were prominent in turbid-conditioned fish. Despite substantial variation in behavioral plasticity, we detected no among-individual correlations in plasticity across traits. Together, these results demonstrate that turbidity modulates multi-scale behavioral variation, influencing how traits covary and integrate within individuals, and highlight how environmental unpredictability shapes flexibility in coping strategies.

Indexed as

Behavior, AnimalZebrafishAnimalsPhenotypeCoping behaviorsCorrelated behavioral plasticityMCMCglmmMultivariate mixed modelingTrait (co)variancesTurbid watersZebrafish

Identifiers

PMID41641603
PMCPMC12969766

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.