Evidence map›Paper›PMID 39801206›Full record

ArticleAnimal genetics2025

Identification of a global gene expression signature associated with the genetic risk of catastrophic fracture in iPSC-derived osteoblasts from Thoroughbred horses.

Esther Palomino Lago, Amy K C Ross, Alyce McClellan, Deborah J Guest

Abstract read
In one paragraph

Article in Animal genetics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Equine (Frontiers in veterinary science · 2026
    Article
  4. Article
  5. 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

4 authors.

Esther Palomino LagoDepartment of Clinical Sciences and Services, Centre for Vaccinology and Regenerative Medicine, The Royal Veterinary College, Hatfield, Herts, UK.
Amy K C RossDepartment of Clinical Sciences and Services, Centre for Vaccinology and Regenerative Medicine, The Royal Veterinary College, Hatfield, Herts, UK.
Alyce McClellanAnimal Health Trust, Newmarket, UK.
Deborah J GuestDepartment of Clinical Sciences and Services, Centre for Vaccinology and Regenerative Medicine, The Royal Veterinary College, Hatfield, Herts, UK.ORCID https://orcid.org/0000-0002-0034-3332

Funding

Alborada TrustHorserace Betting Levy Board vet/prj/792
6 · The paper itself

Abstract

Bone fractures are a significant problem in Thoroughbred racehorses. The risk of fracture is influenced by both genetic and environmental factors. To determine the biological processes that are affected in genetically susceptible horses, we utilised polygenic risk scoring to establish induced pluripotent stem cells (iPSCs) from horses at high and low genetic risk. RNA-sequencing on iPSC-derived osteoblasts revealed 112 genes that were significantly differentially expressed. Forty-three of these genes have known roles in bone, 27 are not yet annotated in the equine genome and 42 currently have no described role in bone. However, many of the proteins encoded by the known and unknown genes have reported interactions. Functional enrichment analyses revealed that the differentially expressed genes were overrepresented in processes regulating the extracellular matrix and pathways known to be involved in bone remodelling and bone diseases. Gene set enrichment analysis also detected numerous biological processes and pathways involved in glycolysis with the associated genes having a higher expression in the iPSC-osteoblasts from horses with low polygenic risk scores for fracture. Therefore, the differentially expressed genes may be relevant for maintaining bone homeostasis and contribute to fracture risk. A deeper understanding of the consequences of mis-regulation of these genes and the identification of the DNA variants which underpin their differential expression may reveal more about the molecular mechanisms which are involved in equine bone health and fracture risk.

Indexed as

Fractures, BoneHorse DiseasesInduced Pluripotent Stem CellsOsteoblastsTranscriptomeAnimalsHorsesbonefracturehorseinduced pluripotent stem cellsosteoblastsRNA sequencingThoroughbred

Identifiers

PMID39801206
PMCPMC11726005

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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.