Researchers combined the generative models ESM3, ProteinMPNN, and EvoDiff to design 76 functional carrier domains for non-ribosomal peptide synthetases, the giant multi-part enzymes that bacteria use to assemble complex peptide drugs.
Emre F Bülbül, Seounggun Bang, Kevin George, and 14 othersEmre F Bülbül, Seounggun Bang, Kevin George, Gabriele Bianchi, Prateek Raj, Seonyong Chung, Vincent Pauline, Ramon Hochstrasser, Hannah A Minas, Walid A M Elgaher, Andreas M Kany, Anna K H Hirsch, Steven Schmitt, Dirk W Heinz, Olga V Kalinina, Dietrich Klakow, Kenan A J Bozhüyük fewer authors
Helmholtz; Saarland University; Deutsches Zentrum für Infektionsforschung (DZIF); and 3 othersHelmholtz; Saarland University; Deutsches Zentrum für Infektionsforschung (DZIF); Technical University of Munich; Myria Biosciences AG; ETH Zurich fewer institutions