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Docking for Molecules That Bind in a Symmetric Stack with SymDOCK.

Matthew S Smith1,2, Ian S Knight1, Rian C Kormos1,2

  • 1Department of Pharmaceutical Chemistry, University of California, UCSF Genentech Hall Box 2280, 600 16th St Rm 518,San Francisco, California 94158, United States.

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Researchers developed SymDOCK, a novel computational method for discovering ligands that bind to amyloid fibrils like tau protein. This approach leverages molecular symmetry to predict binding poses, accelerating drug discovery for neurodegenerative diseases.

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Area of Science:

  • Biochemistry
  • Computational Chemistry
  • Structural Biology

Background:

  • Amyloid fibrils, particularly tau protein aggregates, are implicated in neurodegenerative diseases.
  • Ligand binding to these fibrils often exhibits symmetry and stacking, interacting primarily with each other rather than the protein.

Purpose of the Study:

  • To develop a computational method, SymDOCK, that exploits the symmetry and stacking of ligands within amyloid fibrils.
  • To improve the accuracy and efficiency of identifying potential drug candidates for tauopathies.

Main Methods:

  • SymDOCK applies symmetry operations to generate self-interacting ligand stacks, assessing steric clashes and ligand-ligand interactions.
  • Docking scores are enhanced by van der Waals energy, with quantum mechanical validation using ANI.
  • The method was tested retrospectively on known tau PET tracers and prospectively on MK-6240.

Main Results:

  • SymDOCK successfully reproduced known binding poses of tau PET tracers.
  • It prospectively predicted the binding structure of MK-6240 in AD PHF tau fibrils before experimental determination.
  • The method demonstrated enrichment of known ligands over decoys in screens without compromising speed.

Conclusions:

  • SymDOCK is an effective tool for identifying symmetrical stackers within amyloid fibrils.
  • This approach accelerates the discovery of ligands targeting tau protein, with potential applications in large-scale drug screening for neurodegenerative diseases.