Defining Permissive Chemical Space in Klebsiella pneumoniae

Andres Floto with Vitor Mendes, David Spring, Aaron Weimann, Sebastian Bruchmann, and José Miguel Hernández Lobato of the University of Cambridge in the United Kingdom will experimentally define the factors that control compound retention and xenometabolism in Klebsiella pneumoniae and the genetic determinants for variation in these processes across the phylogenetic diversity of this pathogen. The project will create predictive AI models of compound retention and stability by experimentally characterizing the chemical space of compounds that can accumulate inside this pathogen and remain stable. They will then use these models to steer chemical elaboration during structure-guided antibiotic discovery against novel targets, and make them freely available to academic and industry researchers.

This grant is funded by The Wellcome Trust.