An Automated, Open-Source Workflow for the Generation of (3D) Fragment Libraries

Tom Dekker, Mathilde A.C.H. Janssen, Christina Sutherland, Rene W.M. Aben, Hans W. Scheeren, Daniel Blanco-Ania, Floris P.J.T. Rutjes, Maikel Wijtmans, Iwan J.P. de Esch*

*Corresponding author for this work

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

The recent success of fragment-based drug discovery (FBDD) is inextricably linked to adequate library design. To guide the design of our fragment libraries, we have constructed an automated workflow in the open-source KNIME software. The workflow considers chemical diversity and novelty of the fragments, and can also take into account the three-dimensional (3D) character. This design tool can be used to create large and diverse libraries but also to select a small number of representative compounds as a focused set of unique screening compounds to enrich existing fragment libraries. To illustrate the procedures, the design and synthesis of a 10-membered focused library is reported based on the cyclopropane scaffold, which is underrepresented in our existing fragment screening library. Analysis of the focused compound set indicates significant shape diversity and a favorable overall physicochemical profile. By virtue of its modular setup, the workflow can be readily adjusted to design libraries that focus on properties other than 3D shape.

Original languageEnglish
Pages (from-to)583-590
Number of pages8
JournalACS medicinal chemistry letters
Volume14
Issue number5
Early online date2 May 2023
DOIs
Publication statusPublished - 11 May 2023

Bibliographical note

Funding Information:
We acknowledge funding from the Dutch Research Council under Applied and Engineering Sciences Grant 18019 (“Ready for growth: a new generation of highly versatile fragment libraries”).

Publisher Copyright:
© 2023 The Authors. Published by American Chemical Society.

Keywords

  • 3D fragments
  • cheminformatics
  • cyclopropane
  • FBDD
  • KNIME
  • library design

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