Evidence map›Paper›PMID 41199169›Full record

ArticleBMC genomics2025

Whole-genome resequencing uncovers population structure and candidate molecular markers for litter size in hetian sheep.

Bo Liu, Shihao Liu, Pengfei Li, Hanikzi Tulafu, Yanping Ma, Juncheng Huang, Weiwei Wu

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Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Bo LiuInternational Joint Agriculture Research Center for Animal Bio-Breeding of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, Shaanxi, China.
Shihao LiuInstitute of Animal Husbandry, Xinjiang Academy of Animal Husbandry Sciences, Urumqi, 830000, China.
Pengfei LiKey Laboratory of Genetics Breeding and Reproduction of Xinjiang Wool Sheep & Cashmere Goat, Institute of Animal Science, Xinjiang Academy of Animal Sciences, Urumqi, 830000, China.
Hanikzi TulafuKey Laboratory of Genetics Breeding and Reproduction of Xinjiang Wool Sheep & Cashmere Goat, Institute of Animal Science, Xinjiang Academy of Animal Sciences, Urumqi, 830000, China.
Yanping MaKey Laboratory of Genetics Breeding and Reproduction of Xinjiang Wool Sheep & Cashmere Goat, Institute of Animal Science, Xinjiang Academy of Animal Sciences, Urumqi, 830000, China.
Juncheng HuangKey Laboratory of Genetics Breeding and Reproduction of Xinjiang Wool Sheep & Cashmere Goat, Institute of Animal Science, Xinjiang Academy of Animal Sciences, Urumqi, 830000, China. h_jc@163.com.
Weiwei WuKey Laboratory of Genetics Breeding and Reproduction of Xinjiang Wool Sheep & Cashmere Goat, Institute of Animal Science, Xinjiang Academy of Animal Sciences, Urumqi, 830000, China. wuweiweigp@foxmail.com.

Funding

Xinjiang Research Project on Excavation and Innovative Utilization of Rare and Endangered Ruminant Livestock Germplasm Resources 2022TSYCCX0045
6 · The paper itself

Abstract

backgroundThis study leveraged whole-genome resequencing to investigate the genetic architecture, population structure, and kinship dynamics of the Hetian sheep population. By integrating genomic data with reproductive trait analysis, we aimed to identify key candidate genes associated with litter size. The findings provide new insights into the genetic mechanisms underlying litter size and establish a molecular foundation for the application of marker-assisted selection and genetic improvement in sheep breeding.

resultsWGRS was performed on 198 Hetian sheep. After stringent quality control, 5,483,923 high-quality SNPs were retained for downstream analysis and functionally annotated using ANNOVAR. Population genetic structure was assessed based on stratification patterns and kinship coefficients. The analysis revealed that the Hetian sheep population harbors substantial genetic diversity and exhibits a generally low level of inbreeding. Among the individuals analyzed, 157 were grouped into 16 families based on third-degree kinship (kinship coefficients between 0.12 and 0.25), while 41 individuals showed no detectable third-degree relationships, suggesting high genetic independence within the population. A genome-wide association study (GWAS) using a general linear model (GLM) identified 11 candidate genes potentially associated with litter size, including LOC101120681, LOC106990143, LOC101114058, GALNTL6, CNTNAP5, SAP130, EFNA5, ANTXR1, SPEF2, ZP2, and TRERF1. Among these, 23 SNPs located within five core candidate genes (LOC101120681, LOC106990143, LOC101114058, GALNTL6, and CNTNAP5) were selected for validation using the Sequenom MassARRAY® genotyping platform. Of the 23 SNPs tested, 22 were confirmed as true variants. However, the majority (17/22) showed no statistically significant association with litter size (P >0.05), highlighting the need for further validation in larger populations.

conclusionsAlthough the Hotan sheep population exhibits high genetic diversity and low levels of inbreeding, most SNPs are not significantly associated with litter size, indicating that there are currently some limitations to this study. These results should be considered preliminary and require further validation in larger and more diverse populations.

Indexed as

Litter SizeWhole Genome SequencingAnimalsFemaleGenetic MarkersGenetics, PopulationGenome-Wide Association StudyGenomicsPolymorphism, Single NucleotideQuantitative Trait LociSheepGenetic MarkersCandidate genesHetian sheepLitter sizePopulation genetic structureWhole-genome resequencing

Identifiers

PMID41199169
PMCPMC12593843

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LicenceCC BY-NC-ND
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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 Socratic graph.