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Discriminant analysis followed by unsupervised cluster analysis including exosomal cystatins predict presence of chronic rhinosinusitis, phenotype, and disease severity.

Michelle Menon MiyakeAlan D WorkmanAngela L NoceraDawei WuSarina K MuellerKristen FinnMansoor M AmijiBenjamin S Bleier
Published in: International forum of allergy & rhinology (2019)
Cystatin levels in NMDEs predict CRS phenotype and disease severity. As a "liquid biopsy," noninvasive NMDE collection offers a promising opportunity to study disease pathophysiology, discriminate disease states, and potentially reveal novel therapeutic targets.
Keyphrases
  • chronic rhinosinusitis
  • machine learning
  • gene expression
  • single cell
  • ionic liquid
  • ultrasound guided
  • fine needle aspiration