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Genome-wide association analysis identified both RNA-seq and DNA variants associated to paratuberculosis in Canadian Holstein cattle 'in vitro' experimentally infected macrophages.

Olivier ArielJean-Simon BrouardAndrew MareteFilippo MigliorEveline Ibeagha-AwemuNathalie Bissonnette
Published in: BMC genomics (2021)
In the present study, we succeeded in identifying genetic variants in regulatory pathways of the macrophages that may affect the susceptibility of cows that are healthy/resistant to MAP infection. RNA-seq provides an unprecedented opportunity to investigate gene expression and to link the genetic variations to biological pathways that MAP normally manipulate during the process of killing macrophages. A strategy incorporating functional markers into genetic selection may have a considerable impact in improving resistance to an incurable disease. Integrating the findings of this research into the conventional genetic selection program may allow faster and more lasting improvement in resistance to bovine paratuberculosis in dairy cattle.
Keyphrases
  • rna seq
  • single cell
  • gene expression
  • copy number
  • genome wide
  • genome wide association
  • dna methylation
  • quality improvement
  • transcription factor
  • single molecule
  • high density
  • cell free