ArticleBMC genomics2025
Genome-wide association study identifies candidate genes affecting body conformation traits of Zhongwei goat.
Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Genomic Dissection of Growth Traits and Spatial Independence from Breed-Defining Loci in Jining Grey Goats.Animals : an open access journal from MDPI · 2026Article
- Genome-Wide Resequencing Reveals Genetic Diversity and Selection Signatures in Two Indigenous Goat Populations From Xizang.Animal genetics · 2026Article
- Genetic Ancestry and Genome-Wide Association Study Combined with Functional Enrichment Analyses Reveal Candidate Genes for Body Conformation Traits in Hexi Cattle.Animals : an open access journal from MDPI · 2026Article
- Identification of key candidate genes for body weight traits in male Dongfeng sika deer based on genome-wide association analysis.Scientific reports · 2026Article
- Decoding Complex Traits in Goats Through Genome-Wide Association Studies: Progress, Challenges, and Perspectives.International journal of molecular sciences · 2026Review
- Progress on genome-wide association studies and selection signature analysis for agronomic traits in Chinese sheep and goats: review.Animal bioscience · 2026Article
- Genome-Wide Association Study of Gross Hair Weight and Hair Length Traits in Different Body Regions of Tianzhu White Yak.Biomolecules · 2026Article
- Population structure, regions of homozygosity (ROH) and selection signal of two domesitic goat breeds revealed by whole-genome resequencing.BMC genomics · 2026Article
- Identifying selection signatures associated with production traits in Matou goats using whole-genome sequencing.Journal of animal science · 2026Article
- Development and application of SNP chips in goat breeding: a mini review.Frontiers in veterinary science · 2026Review
- Population structure and genome-wide association study of body conformation traits of two native goat breeds in China.Animal bioscience · 2026Article
- Article
- Genome-wide association study identifies candidate genes affecting major traits of Ziwuling black goat.BMC genomics · 2025Article
- Functional Mutations in theVeterinary sciences · 2025Article
- Rapid Identification of the SNP Mutation in theAnimals : an open access journal from MDPI · 2025Article
- Genome-Wide Association Study for Weight-Related Traits inAnimals : an open access journal from MDPI · 2025Article
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Authors and funding
14 authors.
Funding
Abstract
backgroundIdentifying markers or genes crucial for growth traits in Zhongwei goats is pivotal for breeding. Pinpointing genetic factors linked to body size gain enhances breeding efficiency and economic value. In this study, we used the MGISEQ-T7 platform to re-sequence 240 Zhongwei goats (133 male; 107 female) belonging to 5 metrics of growth traits at different growth stages (40 days and 6 months, here in after referred to as 40d and 6 m), namely, Body Weight (BW), Body Height (BH), Body Length (BL), Chest Circumference (CC), Tube Circumference (TC) were examined. A Genome-wide association study (GWAS) was conducted to identify candidate genes associated with the five indicators of body conformation traits, thereby establishing a foundation for subsequent investigations into the biological functions of these genes.
resultsA total of 19.89 Tb of raw data was generated with an average sequencing depth of about 20×. After quality control, 15,958,716 SNPs were available for the analysis. A total of 342 genome-wide significant SNPs were obtained. Among them, in the two physiological stages of 40d and 6 m, 147 and 32 SNPs were significantly associated with BW; 1 and 4 SNPs were significantly associated with BH; 19 and 6 SNPs were significantly associated with BL; 33 and 64 SNPs were significantly associated with CC, 34 and 2 SNPs were significantly associated with TC. These SNPs were annotated to 425 candidate genes. Finally, A total of 39 candidate genes are closely related to biological processes such as skeletal muscle development, skeletal formation, carcass quality, and embryonic development, where ADIPOQ, CCDD39, PTPRT, ZNF215, VRTN, ABCD4, DLST, ADAMTS2, ROBO1, AKAP13, AQPI, SOX2, and AHSG were identified as an important component of the genetic framework that may control somatic conformational traits in Zhongwei goats. which warrants further investigation and review. We verified the polymorphism of 11 SNPs by KASP, and found that Chr13_g.11,700,438 A > G, Chr15_g.37,120,328 A > G, Chr6_g.7,209,383 C > T, Chr20_g.51277932T > A, Chr19_g.17,078,199 A > G, and Chr1_g.79,943,276 C > T were significantly genotyped in verified populations (P < 0.001). CONCLUTION: It is the first GWAS study to analyze genomic data from 40d and 6 m of Zhongwei goats to understand the molecular genetic mechanisms of growth. Our research identified a series of SNPs and candidate genes associated with growth traits, which could assist us in developing the meat production trait in Zhongwei goats.
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