AI-redesigned starting points and outcomes enhance protein evolution.

Engineered or laboratory-evolved proteins often have suboptimal stability, activity or specificity.

Engineered or laboratory-evolved proteins often have suboptimal stability, activity or specificity. Here we applied artificial intelligence (AI)-based protein sequence design to address challenges in experimental enzyme evolution. Using the model ProteinMPNN, we redesigned three…