ArticleBMC genomics2020
Genome-wide association analyses identify known and novel loci for teat number in Duroc pigs using single-locus and multi-locus models.
Article in BMC genomics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 3 of them syntheses that pooled it.
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Who cites it
41 citing papers in PubMed, 3 syntheses or guidelines pooled it, 95 citations in OpenAlex.
- Genome-Wide Association Study Meta-Analysis Elucidates Genetic Structure and Identifies Candidate Genes of Teat Number Traits in Pigs.International journal of molecular sciences · 2023Pooled it
- Comparison of two multi-trait association testing methods and sequence-based fine mapping of six additive QTL in Swiss Large White pigs.BMC genomics · 2023Pooled it
- A meta-analysis of genome-wide association studies for average daily gain and lean meat percentage in two Duroc pig populations.BMC genomics · 2021Pooled it
- Genome-Wide Association Study of Rib Number and Total Thoracolumbar Vertebrae Number in a Jishen Black Pig Population.Veterinary sciences · 2026Article
- Article
- Genome-Wide Association Study Revealed Key Genes with the Teat Number in Jishen Black Pigs.Veterinary sciences · 2026Article
- Genes and Gene Functions Associated with Morphological, Productive, Reproductive, and Carcass Quality Traits in Pigs: A Functional Bioinformatics Approach.Current issues in molecular biology · 2026Article
- Weighted Single-Step Genome-Wide Association Study Identifies Candidate Genes for Carcass Traits and Primal Cut Yields in Hanwoo Cattle.Animals : an open access journal from MDPI · 2026Article
- Investigation of the genetic determinism of amino acid digestibility traits in Duroc×Landrace×Yorkshire crossbred pigs.Animal bioscience · 2025Article
- Multiple association studies identify 3 novel candidate genes for teat number trait in Danish Landrace and Large White pigs: BRINP3, LIN52, and UBE3B.Journal of animal science · 2025Article
- Genome-wide analysis of genetic loci and candidate genes related to teat number traits in Dongliao black pigs.Frontiers in genetics · 2025Article
- Genome-wide detection of multiple variants associated with teat number in French Yorkshire pigs.BMC genomics · 2024Article
- Weighted single-step genome-wide association study to reveal new candidate genes for productive traits of Landrace pig in Korea.Journal of animal science and technology · 2024Article
- ABCD4 is associated with mammary gland development in mammals.BMC genomics · 2024Article
- Genome-Wide Association Study for Somatic Skeletal Traits in Duroc × (Landrace × Yorkshire) Pigs.Animals : an open access journal from MDPI · 2023Article
- Article
- Genome-wide association analysis unveils candidate genes and loci associated with aplasia cutis congenita in pigs.BMC genomics · 2023Article
- Identification of Candidate Genes for Economically Important Carcass Cutting in Commercial Pigs through GWAS.Animals : an open access journal from MDPI · 2023Article
- A Comprehensive Genomic Analysis of Chinese Indigenous Ningxiang Pigs: Genomic Breed Compositions, Runs of Homozygosity, and Beyond.International journal of molecular sciences · 2023Article
- Genome-Wide Association Study of Body Conformation Traits in a Three-Way Crossbred Commercial Pig Population.Animals : an open access journal from MDPI · 2023Article
Corrections and comments
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Authors and funding
13 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundMore teats are necessary for sows to nurse larger litters to provide immunity and nutrient for piglets prior to weaning. Previous studies have reported the strong effect of an insertion mutation in the Vertebrae Development Associated (VRTN) gene on Sus scrofa chromosome 7 (SSC7) that increased the number of thoracic vertebrae and teat number in pigs. We used genome-wide association studies (GWAS) to map genetic markers and genes associated with teat number in two Duroc pig populations with different genetic backgrounds. A single marker method and several multi-locus methods were utilized. A meta-analysis that combined the effects and P-values of 34,681 single nucleotide polymorphisms (SNPs) that were common in the results of single marker GWAS of American and Canadian Duroc pigs was conducted. We also performed association tests between the VRTN insertion and teat number in the same populations.
resultsA total of 97 SNPs were found to be associated with teat number. Among these, six, eight and seven SNPs were consistently detected with two, three and four multi-locus methods, respectively. Seven SNPs were concordantly identified between single marker and multi-locus methods. Moreover, 26 SNPs were newly found by multi-locus methods to be associated with teat number. Notably, we detected one consistent quantitative trait locus (QTL) on SSC7 for teat number using single-locus and meta-analysis of GWAS and the top SNP (rs692640845) explained 8.68% phenotypic variance of teat number in the Canadian Duroc pigs. The associations between the VRTN insertion and teat number in two Duroc pig populations were substantially weaker. Further analysis revealed that the effect of VRTN on teat number may be mediated by its LD with the true causal mutation.
conclusionsOur study suggested that VRTN insertion may not be a strong or the only candidate causal mutation for the QTL on SSC7 for teat number in the analyzed Duroc pig populations. The combination of single-locus and multi-locus GWAS detected additional SNPs that were absent using only one model. The identified SNPs will be useful for the genetic improvement of teat number in pigs by assigning higher weights to associated SNPs in genomic selection.
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