Mapping of fertility traits in Finnish Ayrshire by genome-wide association analysis

Anim Genet. 2011 Jun;42(3):263-9. doi: 10.1111/j.1365-2052.2010.02149.x. Epub 2011 Jan 17.

Abstract

A whole-genome scan using single marker association was used to detect chromosome regions associated with seven female fertility traits in Finnish Ayrshire dairy cattle. The phenotypic data consisted of de-regressed estimated breeding values for 340 bulls which were estimated using a single trait model. Genotypes were obtained with the Illumina BovineSNP50 panel and a total of 35 630 informative, high-quality single nucleotide polymorphism (SNP) markers were used. The association analysis was performed using a mixed-model approach which fitted a fixed effect for each SNP and a random polygenic effect. We detected eleven genome-wide significant associations on eight different chromosomes. With at least chromosome-wise significance after Bonferroni correction, sixteen SNPs on nine chromosomes showed significant associations with one or more fertility traits. The results confirmed quantitative trait loci on three chromosomes (1, 2 and 20) for fertility traits previously reported for the same breed and one on chromosome four previously detected in Holstein cattle.

MeSH terms

  • Animals
  • Cattle / genetics*
  • Chromosome Mapping / veterinary*
  • Female
  • Fertility / genetics*
  • Genetic Markers
  • Genome
  • Genome-Wide Association Study*
  • Genotype
  • Male
  • Polymorphism, Single Nucleotide
  • Quantitative Trait Loci

Substances

  • Genetic Markers