Evidence map›Paper›PMID 41867115›Full record

ArticleBiology open2026

Assessing frailty in aged zebrafish using a quick pseudo-frailty index.

Anne Cathrine Hyde, Pamela Ellis, Sherif El-Khamisy, Claire Allen, Catarina M Henriques, Fredericus J van Eeden

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

6 authors.

Anne Cathrine HydeThe University of Sheffield, School of Bioscience, Bateson Centre, Healthy Lifespan Institute Sheffield, Sheffield S10 2TN, UK.ORCID 0000-0001-6660-8893
Pamela EllisThe University of Sheffield, School of Medicine and Population Health, Bateson Centre, Healthy Lifespan Institute, Sheffield S10 2TN, UK.ORCID 0000-0002-5915-4739
Sherif El-KhamisyThe University of Sheffield, School of Bioscience, Bateson Centre, Healthy Lifespan Institute Sheffield, Sheffield S10 2TN, UK.
Claire AllenThe University of Sheffield, Biological Services Aquarium, Sheffield S10 2TN, UK.
Catarina M HenriquesThe University of Sheffield, School of Medicine and Population Health, Bateson Centre, Healthy Lifespan Institute, Sheffield S10 2TN, UK.ORCID 0000-0003-1882-756X
Fredericus J van EedenThe University of Sheffield, School of Bioscience, Bateson Centre, Healthy Lifespan Institute Sheffield, Sheffield S10 2TN, UK.ORCID 0000-0003-3483-8269

Funding

Biotechnology and Biological Sciences Research Council BB/R015457/1Medical Research Council MR/Y000021/1MRF_ MR/Y000021/1Royal SocietySir Henry Dale FellowshipUniversity of SheffieldVivensa Foundation AISRPG2305\32Wellcome Trust 206224/Z/17/ZWellcome Trust Sir Henry Dale Fellowship 206224/Z/17/Z
6 · The paper itself

Abstract

While biomedical advancements have significantly extended human longevity, increased lifespan is frequently decoupled from healthspan, as these additional years are often accompanied by frailty and chronic morbidity. Frailty is characterised by a multisystem decline in physiological reserve and renders individuals disproportionately vulnerable to adverse outcomes - including mortality - when faced with health stressors. Consequently, research into the biological mechanisms linking ageing to the onset of frailty is needed. The zebrafish is increasingly utilised as a model for human aging and frailty due to its high degree of genetic homology. With a short lifespan of approximately 3 years, zebrafish show several conserved senescent phenotypes, including cataracts, sarcopenia, spinal curvature, and motor decline. Crucially, as in humans, ageing in zebrafish is not strictly chronological; apparent biological age often diverges from calendar age, with physical condition indicating frailty status more accurately. We propose a frailty index designed to evaluate the divergence between successful ageing and frailty in zebrafish. By utilising easily quantifiable phenotypic markers such as spinal curvature and body mass index, this index provides a score that predicts frailty status as validated against expert assessment. Implementing this standardised metric will facilitate cross-laboratory comparisons and enhance the reproducibility of future zebrafish-based ageing research.

Indexed as

AgingFrailtyZebrafishAnimalsHumansLongevityPhenotypeAgeingFrailtyFrailty indexZebrafishZebrafish ageing

Identifiers

PMID41867115
PMCPMC13148474

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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.