Evidence map›Paper›PMID 41815799›Full record

ArticleData in brief2026

A transcriptome dataset from porcine stem cells with differing adipogenic capacity.

Thomas Thrower, Susanna E Riley, Katharina Grabowski, Cristina L Esteves, F Xavier Donadeu

Abstract read
In one paragraph

Article in Data in brief, 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.

Thomas ThrowerDivision of Translational Bioscience, The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, UK.
Susanna E RileyDivision of Translational Bioscience, The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, UK.
Katharina GrabowskiDivision of Translational Bioscience, The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, UK.
Cristina L EstevesDivision of Translational Bioscience, The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, UK.
F Xavier DonadeuDivision of Translational Bioscience, The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mesenchymal stem cells (MSCs) are multipotent cells that can be readily harvested from animal body tissues and grown in culture. MSC cultures contain fat stem cells (pre-adipocytes) in addition to other mesenchymal progenitor cell types. Farm animal MSCs provide a cell source of choice for cultivated fat production, an important sector within the wider cultivated meat industry. However, MSCs are highly heterogenous by nature, containing only a fraction of bona-fide progenitor cells capable of differentiating selectively into adipocytes thus limiting the potential for industrial cultivated fat applications. Elucidating the molecular signatures of pre-adipocytes from farm animal species would facilitate selective enrichment of MSCs to enable efficient scale-up culture of fat. Here we describe bulk RNA sequencing datasets from clonal cell populations obtained by single-cell fluorescence activated sorting of porcine MSCs, and classified as having either high (H) or low (L) fat-forming (adipogenic) capacity in culture, as determined by chemically-induced differentiation followed by staining with the lipid dye, Oil Red O. We present raw file and results of bioinformatics analyses of sequencing data. PCA plots showed partial overlapping of gene expression profiles from H and L cell populations. Differential gene expression analyses revealed 30 upregulated transcripts and 67 downregulated transcripts in H relative to L clones, with upregulated transcripts including several known adipogenic genes such as PPARG and FABP4. These datasets are publicly available for use in workflows, and could provide novel information on pre-adipocyte biology in livestock in turn helping improve the sustainability of both traditional and cultivated meat production.

Indexed as

AdipogenesisBulk RNA-seqMesenchymal stem/stromal cellsPigPre-adipocyte

Identifiers

PMID41815799
PMCPMC12971986

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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.