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Reliability of genomic prediction for milk fatty acid composition by using a multi-population reference and incorporating GWAS results.

Grum GebreyesusHenk BovenhuisMogens S LundNina A PoulsenDongxiao SunBart Buitenhuis
Published in: Genetics, selection, evolution : GSE (2019)
Our study shows that it is possible to predict genetic merits for milk FA traits with reasonable accuracy by combining related populations of a breed and using models that incorporate GWAS results. Our findings indicate that international collaborations that facilitate access to multi-population datasets could be highly beneficial to the implementation of genomic selection for detailed milk composition traits.
Keyphrases
  • genome wide
  • copy number
  • fatty acid
  • primary care
  • healthcare
  • dna methylation
  • rna seq
  • gene expression
  • single cell
  • genome wide association study