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Nano-Differential Scanning Fluorimetry for Screening in Fragment-based Lead Discovery
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Published on: May 16, 2021

Structure-based fragment hopping for lead optimization using predocked fragment database.

Fang-Yu Lin1, Yufeng J Tseng

  • 1Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, No. 1, Sec. 4, Roosevelt Road, Taipei, Taiwan 106.

Journal of Chemical Information and Modeling
|June 2, 2011
PubMed
Summary
This summary is machine-generated.

LeadOp (lead optimization) is a novel structure-based drug design method that optimizes compounds by replacing molecular fragments to enhance binding affinity. This approach systematically improves drug candidates by refining their structure for better activity.

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Last Updated: Jun 1, 2026

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Area of Science:

  • Computational chemistry and drug discovery.
  • Structure-based drug design.
  • Medicinal chemistry optimization.

Background:

  • De novo drug design aims to create novel molecules with desired properties.
  • Optimizing lead compounds is crucial for developing effective therapeutics.
  • Fragment-based approaches offer a modular strategy for molecular design.

Purpose of the Study:

  • To introduce and validate LeadOp, a structure-based de novo optimization process.
  • To demonstrate the ability of LeadOp to improve ligand-receptor binding interactions.
  • To systematically develop optimized analogs for drug candidates.

Main Methods:

  • Decomposition of compounds into molecular fragments based on chemical or user-defined rules.
  • Evaluation of fragments using a predocked fragment database and group efficiency.
  • Iterative replacement of low-contribution fragments with high-affinity binders.
  • Reassembly of optimized fragments to generate new ligand structures.

Main Results:

  • The LeadOp methodology successfully optimized query molecules in tested biomolecular systems.
  • Improved analogs were systematically developed for mutant B-Raf kinase and human 5-lipoxygenase.
  • Fragment replacement strategy enhanced ligand binding to target proteins.

Conclusions:

  • LeadOp provides an effective structure-based de novo approach for lead optimization.
  • The method facilitates the systematic improvement of compound activity by targeted fragment modification.
  • LeadOp demonstrates potential for accelerating drug discovery and development.