Evidence map›Paper›PMID 40247073›Full record

ArticleScientific reports2025

Identifying biomarkers of sheep welfare using a metabolic discrepancy model.

Sarah Babington, Luoyang Ding, Alan J Tilbrook, Shane K Maloney, Elise A Kho, Jill N Fernandes, Dominique Blache

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. 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

7 authors.

Sarah BabingtonSchool of Agriculture and Environment, The University of Western Australia, Crawley, WA, 6009, Australia.ORCID http://orcid.org/0000-0002-1825-4514
Luoyang DingSchool of Agriculture and Environment, The University of Western Australia, Crawley, WA, 6009, Australia.ORCID http://orcid.org/0000-0001-5180-6723
Alan J TilbrookSchool of Veterinary Science, The University of Queensland, Gatton, QLD, 4343, Australia.ORCID http://orcid.org/0000-0002-1116-1470
Shane K MaloneySchool of Human Sciences, The University of Western Australia, Crawley, WA, 6009, Australia.ORCID http://orcid.org/0000-0002-5878-2266
Elise A KhoCentre for Animal Science, The Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, QLD, 4067, Australia.ORCID http://orcid.org/0000-0002-7126-3815
Jill N FernandesSchool of Veterinary Science, The University of Queensland, Gatton, QLD, 4343, Australia.ORCID http://orcid.org/0000-0001-7704-072X
Dominique BlacheSchool of Agriculture and Environment, The University of Western Australia, Crawley, WA, 6009, Australia. dominique.blache@uwa.edu.au.ORCID http://orcid.org/0000-0003-3476-3068

Funding

Meat and Livestock Australia P.PSH.1232
6 · The paper itself

Abstract

The welfare of an animal is largely determined by the transient state within them that relates to what they experience. We evaluated candidate biomarkers of mental state and experience from human biomedicine as possible welfare biomarkers for sheep using a metabolic energy discrepancy model. The metabolic status of female Merino sheep was altered over three periods to induce changes in their experience and coping capacity. The first group was fed at maintenance for all periods (n = 11); the second group was fed above maintenance in period 1, at maintenance in period 2, and below maintenance in period 3 (n = 12); and the third group was fed below maintenance in period 1, at maintenance in period 2, and above maintenance in period 3 (n = 11). An isolation box test was used at the start and end of each feed period to assess the coping capacity of each sheep. Our results indicated that two of the five candidate biomarkers, insulin-like growth factor 1 and thiol oxidation, were associated with positive and negative experiences in the sheep, respectively. Future research should validate these biomarkers in sheep with other testing paradigms and in other ruminant species.

Indexed as

Animal WelfareBiomarkersAdaptation, PsychologicalAnimalsEnergy MetabolismFemaleInsulin-Like Growth Factor ISheepBiomarkersInsulin-Like Growth Factor IAnimal welfareBiomarkerOxidative stressSheepStress

Identifiers

PMID40247073
PMCPMC12006542

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.