Tackling a textbook example of multistep enzyme catalysis with deep learning-driven design.

Journal: Molecular cell
PMID:

Abstract

Enzyme design has struggled to emulate the complexity and catalytic proficiency of natural enzymes. Lauko et al. show that with the help of deep learning, the design of serine hydrolases that rival nature's ingenuity is possible.

Authors

  • Boje Ingwersen
    Department of Biochemistry, University of Bayreuth, 95447 Bayreuth, Germany.
  • Birte Höcker
    Department of Biochemistry, University of Bayreuth, 95447 Bayreuth, Germany. Electronic address: birte.hoecker@uni-bayreuth.de.