Evidence map›Paper›PMID 41771910›Full record

ArticleScientific reports2026

Log-transformed variance from individual growth curves as a potential indicator of resilience in Nile tilapia Oreochromis niloticus.

Muhammad Hunaina Fariduddin Aththar, Samuel Bekele Mengistu, John A H Benzie, Hans Komen, John W M Bastiaansen

Abstract read
In one paragraph

Article in Scientific reports, 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

5 authors.

Muhammad Hunaina Fariduddin AththarAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, the Netherlands. farid.aththar@wur.nl.
Samuel Bekele MengistuAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, the Netherlands.
John A H BenzieWorldFish, Jalan Batu Maung, , Batu Maung, Bayan Lepas, Penang, Malaysia.
Hans KomenAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, the Netherlands.
John W M BastiaansenAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, the Netherlands.

Funding

Lembaga Pengelola Dana Pendidikan 20195221414387
6 · The paper itself

Abstract

The ability of the animal to cope with environmental changes may be measured by log-transformed variance of deviations from expected weights (LnVar). We calculate LnVar by fitting the expected individual growth curve based on longitudinal weights (LnVar

Indexed as

CichlidsAnimalsPondsGenetic improvementHeritabilityNile tilapiaResilienceVariance of deviation of individual growth

Identifiers

PMID41771910
PMCPMC13009290

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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.