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Fully Automated Creation of Virtual Chemical Fragment Spaces Using the Open-Source Library OpenChemLib.

Joel WahlThomas Sander
Published in: Journal of chemical information and modeling (2022)
Synthetically accessible chemical spaces provide a valuable source to search for small-molecule analogues or new starting points in drug discovery projects. Having a toolbox at hand that can automatically create searchable representations of such spaces using reaction definitions and building blocks as inputs is a prerequisite to put this approach into practice. Herein, we present a tool kit to create such virtual chemical spaces. It is part of the OpenChemLib, an open-source Cheminformatics tool kit. Furthermore, we demonstrate the creation of a several billion molecules large chemical space from commercial building blocks and a list of common organic chemistry reactions.
Keyphrases
  • drug discovery
  • small molecule
  • healthcare
  • primary care
  • quality improvement
  • machine learning
  • deep learning
  • working memory
  • high throughput
  • molecular docking
  • water soluble
  • structure activity relationship