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FragExplorer: GRID-Based Fragment Growing and Replacement.

Simon Cross1, Gabriele Cruciani2

  • 1Molecular Discovery, Kinetic Business Centre, Theobald Street, Elstree, Borehamwood, Hertfordshire WD6 4PJ, U.K.

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|February 4, 2022
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Summary

FragExplorer aids drug design by identifying optimal molecular fragments for protein binding sites. This software explores vast chemical spaces, accelerating the discovery of novel drug candidates.

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Area of Science:

  • Computational chemistry
  • Medicinal chemistry
  • Drug discovery

Background:

  • Structure-based drug design (SBDD) relies on understanding ligand modifications.
  • The GRID software pioneered computational approaches to molecular interactions.
  • Identifying optimal fragments is crucial for lead optimization.

Purpose of the Study:

  • To develop FragExplorer, a software tool to identify suitable molecular fragments for protein binding sites.
  • To assist users of the GRID software in exploring chemical modifications of known ligands.
  • To enable rapid exploration of large chemical spaces for drug design.

Main Methods:

  • FragExplorer integrates with 3D molecular editors for interactive use.
  • R-Group Exploration mode identifies and searches for R-group replacements.
  • Scaffold Exploration mode identifies and searches for scaffold replacements.
  • Computational speed was optimized, with typical fragment searches taking 20 seconds.

Main Results:

  • FragExplorer explores chemical spaces up to 10^22 potential molecules.
  • Demonstrated a 55% overall fragment retrieval rate, increasing to 69% for smaller fragments.
  • Achieved an ~80% retrieval rate at a 90% substructural match.
  • Successfully demonstrated application in optimizing known drug molecules and lead compounds.

Conclusions:

  • FragExplorer significantly enhances structure-based drug design by efficiently identifying optimal molecular fragments.
  • The software enables rapid exploration of vast chemical diversity for novel drug discovery.
  • FragExplorer provides a practical tool for lead optimization and exploring structure-activity relationships.