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This study introduces a new computational method to accurately predict ligand binding poses in drug discovery. The approach reliably ranks correct binding modes over incorrect ones, aiding structure-activity relationship studies.

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Area of Science:

  • Computational chemistry
  • Structural biology
  • Drug discovery

Background:

  • Accurate ligand-receptor structural models are crucial for structure-activity relationship (SAR) studies in drug discovery.
  • Molecular docking can generate multiple plausible ligand poses, necessitating methods to distinguish the most likely binding mode.
  • Substitutions in congeneric series can lead to diverse binding orientations, complicating SAR analysis.

Purpose of the Study:

  • To develop and validate a computational methodology for determining relative binding affinities between alternative ligand poses.
  • To provide a reliable method for ranking ligand poses in structure-based drug discovery.
  • To assess the predictive power of the proposed approach using pharmaceutically relevant targets.

Main Methods:

  • Relative binding free energy calculations utilizing the λ-dynamics method.
  • A dual-topology approach incorporating distance-restraining schemes.
  • A novel one-step perturbation strategy to quantify the contribution of applied restraints.

Main Results:

  • The proposed methodology correctly ranked known X-ray poses as more favorable than alternative flipped poses for two pharmaceutically relevant targets.
  • The approach demonstrated validity and predictive power using eight small-molecule inhibitors.
  • The one-step perturbation strategy was effective, though FEP/MBAR showed convergence issues.

Conclusions:

  • The developed methodology offers a robust way to discriminate between alternative ligand binding poses.
  • This approach can significantly aid in establishing accurate structure-activity relationships for congeneric series.
  • The methodology is extensible to ranking multiple poses and evaluating amino acid rotamers.