Computational and machine learning approaches to improve design and screening of peptides in drug discovery
Challenge: Protein-protein interactions (PPI) are well recognized as promising therapeutic targets. Although interfering peptides capable of inhibiting PPIs are receiving increased attention, the identification of those that possess high biological activity is very challenging due to their enormous diversity. There is thus a need to use bioinformatics and machine learning to effectively predict if a…