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What is AlphaProteo: High-Affinity Binder Design about?

The document presents AlphaProteo, a machine learning model for designing high-affinity protein binders, achieving significantly improved binding affinities and success rates compared to existing methods. Experimental validation on eight target proteins demonstrated that AlphaProteo can generate effective binders with minimal optimization, with success rates ranging from 9% to 88% and affinities as low as 80 picomolar. The results indicate that AlphaProteo is a promising tool for rapid and efficient protein

Author

yingke.of1399

Language

EN