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Assessment of genotyping array performance for genome-wide association studies and imputation in African cattle.

Valentina RiggioAbdulfatai TijjaniRebecca CallabyAndrea TalentiDavid WraggEmmanuel T ObishakinChukwunonso EzeasorFrans JongejanNdudim I OgoFred Aboagye-AntwiAlassane ToureJahashi NzalawahejBoubacar DialloAyao MissohouAdrien M G BelemAppolinaire DjikengNick JuleffJosephus FourieMichel LabuschagneMaxime MadderKaren MarshallJames G D PrendergastLiam J Morrison
Published in: Genetics, selection, evolution : GSE (2022)
Our results show that the choice of an array should be based on a balance between the objective of the study and the breed/population considered, with the HD and BOS1 arrays being the best choice for both taurine and indicine breeds when performing GWAS, and the GGPF250 being preferable for fine-mapping studies. Moreover, our results suggest that there is no advantage to using the indicus-specific arrays for indicus breeds, regardless of the objective. Finally, we show that using a reference panel that better represents global bovine diversity improves imputation accuracy, particularly for non-European taurine populations.
Keyphrases
  • high density
  • genetic diversity
  • genome wide association
  • high resolution
  • high throughput
  • case control
  • air pollution
  • genome wide
  • decision making
  • gene expression