Building a Stable Foundation for Proteins First: AI Takes Laboratory Evolution Further
The research team first used ProteinMPNN to improve enzyme stability, then applied continuous evolution to rewrite function; the resulting protease showed greater selectivity for ataxin-2, a protein associated with neurodegeneration, but the work currently remains an engineering validation at the cellular and in vitro levels.