Machine Learning Venom Peptide Platform Achieves 100% Hit Rate Across Four Drug Targets
A new phage display platform using ~482 venom-derived peptide scaffolds and machine learning-guided mutation design achieved a 100% success rate identifying strong binders across four diverse therapeutic targets (CD47, DLL3, IL33, P2X7R). The approach could accelerate venom peptide drug discovery for cancer, inflammation, and pain.