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Can Physicochemical Properties Alter the Potency of Aeroallergens? Part 1 - Aeroallergen Protein Families.

Carla S Silva TeixeiraBruno Carriço-SáCaterina VillaIsabel MafraJoana Costa
Published in: Current allergy and asthma reports (2024)
Aeroallergen classification into protein families facilitates the identification of common physicochemical properties, thus aiding a better comprehension of known allergens, while predicting the behavior of novel ones. The available online databases gathering important features of aeroallergens are currently scarce. Information on distinct aeroallergen classification is still lacking, as data is dispersed and often outdated, hampering an efficient evaluation of new aeroallergens.
Keyphrases
  • machine learning
  • deep learning
  • big data
  • health information
  • protein protein
  • amino acid
  • social media
  • electronic health record
  • artificial intelligence