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A single nucleotide polymorphism genetic risk score to aid diagnosis of coeliac disease: a pilot study in clinical care.

Seth A SharpSamuel E JonesRobert A KimmittMichael N WeedonAnne M HalpinAndrew R WoodRobin N BeaumontSeema KingDavid A van HeelPatricia M CampbellWilliam A HagopianJustine M TurnerRichard D Oram
Published in: Alimentary pharmacology & therapeutics (2020)
A single nucleotide polymorphism-based GRS may offer more effective and cost-efficient testing of coeliac disease genetic risk in comparison to HLA-DQ stratification. As a comparatively inexpensive test it could facilitate non-invasive coeliac disease diagnosis but needs detailed assessment in the context of other diagnostic tests and against current diagnostic algorithms.
Keyphrases
  • healthcare
  • machine learning
  • genome wide
  • palliative care
  • quality improvement
  • deep learning
  • dna methylation
  • pain management
  • chronic pain
  • health insurance