Deep learning of protein sequence design of protein-protein interactions.

Journal: Bioinformatics (Oxford, England)
Published Date:

Abstract

MOTIVATION: As more data of experimentally determined protein structures are becoming available, data-driven models to describe protein sequence-structure relationships become more feasible. Within this space, the amino acid sequence design of protein-protein interactions is still a rather challenging subproblem with very low success rates-yet, it is central to most biological processes.

Authors

  • Raulia Syrlybaeva
    Department of Pharmaceutical and Biomedical Sciences, University of Georgia, Athens, GA 30602, USA.
  • Eva-Maria Strauch
    Department of Pharmaceutical and Biomedical Sciences, University of Georgia, Athens, Georgia, United States of America.