Evidence map›Paper›PMID 41019374›Full record

ArticleiScience2025

Single-cell multiomics reveals multiple adipogenic pathways and diverse multilineage specializations during embryonic fat tail morphogenesis.

Jiangang Han, Sijia Ma, Qiuxia Wei, Zhengwei Zhao, Yuhetian Zhao, Yabin Pu, Qianjun Zhao, Xiaohong He, Yuehui Ma, David E MacHugh and 1 more

Abstract read
In one paragraph

Article in iScience, 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. Boosting Sensory Nerve-to-Bone Interactions Enhances Hedgehog Mediated Calvarial Bone Repair.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Review
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

11 authors.

Jiangang HanState Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China.
Sijia MaChinese Agriculture University, Beijing, China.
Qiuxia WeiBeijing SeekGene BioSciences Co., Ltd., Beijing, China.
Zhengwei ZhaoInstitute of Animal Science, Ningxia Academy of Agriculture and Forestry Sciences, Yinchuan, Ningxia, China.
Yuhetian ZhaoState Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China.
Yabin PuState Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China.
Qianjun ZhaoState Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China.
Xiaohong HeState Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China.
Yuehui MaState Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China.
David E MacHughAnimal Genomics Laboratory, UCD School of Agriculture and Food Science, UCD College of Health and Agricultural Sciences, University College Dublin, D04 V1W8 Belfield, Dublin, Ireland.
Lin JiangState Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Embryonic adipogenesis remains one of the least understood aspects of adipose biology in mammals due to time sensitivity, limited tissue volume, and ethical concerns. Here, we uniquely applied single-cell multi-omics sequencing to the developing adipose tissues of fat-tailed sheep, characterized by genetically determined, significant fat deposition in the tail during embryogenesis. Our dataset spans all stages of adipogenesis (E50 to E80), revealing three major cellular origins of fat deposition: progenitor and stem cells, connective tissue progenitors, and vascular smooth muscle cells. By integrating scRNA-seq, snATAC-seq, and functional validation, we identified key enhancer-driven gene regulatory networks (eGRNs) governing adipogenesis, with

Indexed as

cell biologygene networktranscriptomics

Identifiers

PMID41019374
PMCPMC12475866

What OpenQuestion holds

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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.