DPP-IV inhibitory peptides from highland barley via machine learning and multi-scale validation
Xin Bao, Yiyun Zhang, Liyang Wang, Zijian Dai, Rong Li, Kefan Wei, Jiaqian Cao, Qingyu Zhao, Qun Shen, Yong Xue
Topics & Concepts
Virtual screeningIC50Inhibitory postsynaptic potentialComputational biologyBiochemistryDipeptidyl peptidaseDocking (animal)ChemistryGradient boostingEnzymeBiologyPharmacologyDrug discoveryMachine learningComputer scienceIn vitroMedicineNeuroscienceRandom forestNursingProtein Hydrolysis and Bioactive PeptidesPeptidase Inhibition and AnalysisNeuropeptides and Animal Physiology