Evidence map›Paper›PMID 42048409›Full record

ArticlePloS one2026

Single-cell profiling unveils key regulators of skeletal stem cells in chicken and human embryonic limb development.

Ruohan Zhao, Zonghui Jian, Fangxiao Yang, Kun Wang, Lixian Liu, Zhiqiang Xu, Junjing Jia, Tengfei Dou, Xiaoming He

Abstract read
In one paragraph

Article in PloS one, 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

9 authors.

Ruohan ZhaoCollege of Animal Science and Veterinary Medicine, Yunnan Vocational and Technical College of Agriculture, Kunming, Yunnan, China.ORCID https://orcid.org/0000-0002-7173-3549
Zonghui JianCollege of Animal Science and Veterinary Medicine, Yunnan Vocational and Technical College of Agriculture, Kunming, Yunnan, China.
Fangxiao YangCollege of Animal Science and Veterinary Medicine, Yunnan Vocational and Technical College of Agriculture, Kunming, Yunnan, China.
Kun WangCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming, Yunnan, China.
Lixian LiuInstitute of Science and Technology, Chuxiong Normal University, Chuxiong, Yunnan, China.
Zhiqiang XuCollege of Food Science and Technology, Yunnan Agricultural University, Kunming, Yunnan, China.
Junjing JiaCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming, Yunnan, China.
Tengfei DouCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming, Yunnan, China.
Xiaoming HeCollege of Animal Science and Veterinary Medicine, Yunnan Vocational and Technical College of Agriculture, Kunming, Yunnan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Skeletal stem cells (SSCs) are well characterized in humans and mice, providing valuable insights into bone development and regeneration. However, their identification in poultry, particularly in chicken embryos, remains limited. In the present study, we used single-cell transcriptomic profiling to compare the cellular composition and functionality of human and chicken embryonic limb buds. Our cross-species analysis revealed high conservation of key cell types, such as mesenchymal and osteochondral progenitors, alongside notable heterogeneity in individual gene expression profiles. We identified the conserved and species-specific gene expression patterns in chicken SSCs. Differential expression analysis combined with Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, and protein-protein interaction (PPI) networks suggested that COL5A2, COL1A2, PRRX1, and TGFβ2 may serve as key regulators of chicken SSCs. Immunofluorescence assays confirmed the predominant localization of these genes in the periosteal region, with minor expression in the primary ossification centers. This study enhances our understanding of cellular diversity in chicken embryonic limb buds and highlights conserved and divergent mechanisms across species, offering insights for future SSC research and animal model selection in skeletal biology.

Indexed as

Embryonic DevelopmentExtremitiesLimb BudsAnimalsChick EmbryoChickensGene Expression ProfilingGene Expression Regulation, DevelopmentalHumansOsteogenesisSingle-Cell AnalysisSingle-Cell Gene Expression Analysis

Identifiers

PMID42048409
PMCPMC13123952

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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.