Evidence map›Paper›PMID 42450655›Full record

ReviewAnimals : an open access journal from MDPI2026

Single-Cell Omics Advances in Understanding Tissue Development and Complex Trait Formation in Sheep and Goats.

Jianfang Wang, Haobin Ma, Diba Dedacha Jilo, Abebe Belete Kuraz, Juntao Guo, Yajuan Li, Xiaogao Diao, Bouabid Badaoui, Rui Su, Yongbin Liu

Abstract readReview
In one paragraph

Review in Animals : an open access journal from MDPI, 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

10 authors.

Jianfang WangCollege of Animal Science, Inner Mongolia Agricultural University, Inner Mongolia Autonomous Region, Hohhot 010018, China.ORCID 0000-0002-5763-8983
Haobin MaCollege of Animal Science and Technology, Northwest A&F University, Yangling 712100, China.
Diba Dedacha JiloCollege of Animal Science and Technology, Northwest A&F University, Yangling 712100, China.ORCID 0009-0003-9508-770X
Abebe Belete KurazCollege of Animal Science and Technology, Northwest A&F University, Yangling 712100, China.ORCID 0000-0001-5144-3475
Juntao GuoCollege of Animal Science and Technology, Northwest A&F University, Yangling 712100, China.
Yajuan LiCollege of Animal Science, Inner Mongolia Agricultural University, Inner Mongolia Autonomous Region, Hohhot 010018, China.
Xiaogao DiaoCollege of Animal Science, Inner Mongolia Agricultural University, Inner Mongolia Autonomous Region, Hohhot 010018, China.
Bouabid BadaouiLaboratory of Biodiversity, Ecology and Genome, Department of Biology, Faculty of Sciences Rabat, Mohammed V University, Rabat 10106, Morocco.ORCID 0000-0001-6808-1765
Rui SuCollege of Animal Science, Inner Mongolia Agricultural University, Inner Mongolia Autonomous Region, Hohhot 010018, China.ORCID 0000-0001-8386-7408
Yongbin LiuCollege of Animal Science, Inner Mongolia Agricultural University, Inner Mongolia Autonomous Region, Hohhot 010018, China.

Funding

China Agriculture Research System CARS-39Science and Technology Breakthrough & Open Competition Project 2025KJTW002201
6 · The paper itself

Abstract

Single-cell omics technologies have transformed the study of cellular heterogeneity, enabling high-resolution analysis of tissue development and complex traits. In sheep and goats, these approaches have been applied to skin, hair follicles, reproductive organs, metabolic tissues, and adipose tissue, revealing cell type-specific regulatory programs underlying traits such as wool quality, fertility, growth, and fat deposition. However, most studies rely on single-cell RNA sequencing (scRNA-seq) and are limited by incomplete genome annotation, insufficient coverage of production traits, and weak integration with population genetics, restricting their application in molecular breeding. This review summarizes advances in single-cell omics in sheep and goats, focusing on tissue development and trait formation. We further discuss emerging strategies that integrate single-cell multi-omics, spatial transcriptomics, and population genetics to resolve regulatory mechanisms in a cell type-specific and spatially informed context. Finally, we discuss CRISPR/Cas9-based validation to link genotype and phenotype, accelerating gene discovery and precision breeding in small ruminants.

Indexed as

precision breedingsheep and goatssingle-cell omicstissue developmenttrait formation

Identifiers

PMID42450655
PMCPMC13359513

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.