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Rapid screening based on machine learning and molecular docking of umami peptides from porcine bone.

Qing LiuXinchang GaoDaodong PanZhu LiuChaogeng XiaoLihui DuZhendong CaiWenjing LuYali DangYing Zou
Published in: Journal of the science of food and agriculture (2022)
The manuscript lays a rapid screening method in screening umami peptide, and nine umami peptides from porcine bone were screened and identified. © 2022 Society of Chemical Industry.
Keyphrases
  • molecular docking
  • machine learning
  • bone mineral density
  • molecular dynamics simulations
  • soft tissue
  • bone loss
  • amino acid
  • big data
  • deep learning
  • postmenopausal women
  • quantum dots
  • sensitive detection