Boosting enzyme engineering with DNA recorders and epistasis-aware AI
— Machine learning (ML) has revolutionized prediction and design of protein structure, but creating new protein function remains very challenging. Researchers from the LSAM, ETH Zurich and the MPI Munich have now developed a pipeline to boost the engineering of enzymes with new activities synergistically combining ultrahigh-throughput experiments with ML that leverages epistatic trends.