Evidence map›Paper›PMID 41379818›Full record

ArticlePloS one2025

Single-cell nuclear RNA-sequencing reveals dynamic changes in breast muscle cells during the embryonic development of Ding'an goose.

Tieshan Xu, Yingxiu Hu, Haokai Fan, Xinli Zheng, Qicheng Jiang, Lizhi Lu, Jie Li, Zhemin Lin, Lihong Gu

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

9 authors.

Tieshan XuInstitute of Animal Science & Veterinary Medicine, Hainan Academy of Agricultural Sciences, Haikou, China.
Yingxiu HuInstitute of Animal Science & Veterinary Medicine, Hainan Academy of Agricultural Sciences, Haikou, China.
Haokai FanInstitute of Animal Science & Veterinary Medicine, Hainan Academy of Agricultural Sciences, Haikou, China.
Xinli ZhengInstitute of Animal Science & Veterinary Medicine, Hainan Academy of Agricultural Sciences, Haikou, China.
Qicheng JiangInstitute of Animal Science & Veterinary Medicine, Hainan Academy of Agricultural Sciences, Haikou, China.
Lizhi LuZhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China.
Jie LiHainan Wansheng Animal Husbandry Development Co., Ltd, Wanning, China.
Zhemin LinInstitute of Animal Science & Veterinary Medicine, Hainan Academy of Agricultural Sciences, Haikou, China.
Lihong GuInstitute of Animal Science & Veterinary Medicine, Hainan Academy of Agricultural Sciences, Haikou, China.ORCID https://orcid.org/0000-0003-0185-182X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Breast muscle is a crucial trait in poultry meat production. Previous studies have identified embryonic day 15 (E15), E21, and E31 as key time points in the breast muscle development of Ding'an goose, yet the specific molecular mechanisms remain unclear. In this study, we analyzed cellular heterogeneity and molecular dynamics at 15th day of embryonic breast muscle of Dingan goose (E15), E21, and E31 by using single-nucleus RNA-sequencing (snRNA-seq) technology. Nine types of cells were discovered, including fibroblast adipogenic progenitor cells (FAPs), myocytes and muscle stem cells (MuSCs), with notable differences among the three developmental stages in terms of cell type and abundance: FAPs and MuSCs gradually decreased from 42.3% and 35.6% (E15) to 15.7% and 12.2% (E31), respectively, while myocytes increased from 18.5% (E15) to 70.1% (E31). Additionally, the distinct heterogeneity of myocytes, MuSCs and FAPs was determined based on the analysis of gene regulatory networks for each cluster. Developmental trajectory analysis identified genes related to the function and development of MuSCs. The identified differentially expressed genes elucidate the molecular mechanisms of cellular dynamic changes during breast muscle development. This study generated a nuclear profile for single muscle cells that played a key role in the development of breast muscle in Ding'an goose embryos. We investigated metabolic changes at the cellular level during three key developmental stages, thereby refining our understanding of the molecular mechanisms underlying pectoral muscle development specifically in embryonic Ding'an goose.

Indexed as

Embryonic DevelopmentGeeseMuscle, SkeletalSingle-Cell AnalysisAnimalsCell NucleusGene Expression Regulation, DevelopmentalGene Regulatory NetworksMuscle DevelopmentRNA-SeqSequence Analysis, RNA

Identifiers

PMID41379818
PMCPMC12697980

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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.