ArticleInternational journal of molecular sciences2024
Genome-Wide Association Study on Body Conformation Traits in Xinjiang Brown Cattle.
Article in International journal of molecular sciences, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Weighted Single-Step Genomic Evaluation of Body Structural Traits for Early Selection of Growth Performance in Thai Swamp Buffalo.Animals : an open access journal from MDPI · 2026Article
- Article
- Candidate genes related to growth and milk production in three Anatolian goats revealed by GWAS.Mammalian genome : official journal of the International Mammalian Genome Society · 2026Article
- Unveiling potential genetic markers: associations ofArchives animal breeding · 2026Article
- Genome-wide SNP evidence for the genetic uniqueness of indigenous cattle population.Mammalian genome : official journal of the International Mammalian Genome Society · 2025Article
- Key genomic regions identified through selection signatures distinguish cattle breeds reared in Sardinia Island.BMC genomics · 2025Article
- Genomic insights on the history and selection trajectories of the Comune di Sicilia goat.BMC genomic data · 2025Article
- Evolutionary Analysis of Sex-Biased Gene Suggests Functional Conservation of Lifespan-Related Genes in Insecta.Biology · 2025Article
- Genome-Wide Association Studies in Japanese Quails of the FInternational journal of molecular sciences · 2025Article
- Genome-wide association analysis revealed novel candidate genes for body measurement traits in indigenous Gudali and crossbred Simgud in Cameroon.BMC genomics · 2025Article
- Identification of Genomic Structural Variations in Xinjiang Brown Cattle by Deep Sequencing and Their Association with Body Conformation Traits.International journal of molecular sciences · 2025Article
- Study of the Association Between SNPs and External Pelvimetry Measurements in Romanian Simmental Cattle.Animals : an open access journal from MDPI · 2025Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Body conformation traits are linked to the health, longevity, reproductivity, and production performance of cattle. These traits are also crucial for herd selection and developing new breeds. This study utilized pedigree information and phenotypic (1185 records) and genomic (The resequencing of 496 Xinjiang Brown cattle generated approximately 74.9 billion reads.) data of Xinjiang Brown cattle to estimate the genetic parameters, perform factor analysis, and conduct a genome-wide association study (GWAS) for these traits. Our results indicated that most traits exhibit moderate to high heritability. The principal factors, which explained 59.12% of the total variance, effectively represented body frame, muscularity, rump, feet and legs, and mammary system traits. Their heritability estimates range from 0.17 to 0.73, with genetic correlations ranging from -0.53 to 0.33. The GWAS identified 102 significant SNPs associated with 12 body conformation traits. A few of the SNPs were located near previously reported genes and quantitative trait loci (QTLs), while others were novel. The key candidate genes such as
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Registered trials
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