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Updated: May 21, 2026

Bio-layer Interferometry for Measuring Kinetics of Protein-protein Interactions and Allosteric Ligand Effects
Published on: February 18, 2014
Biophysical limits of protein-ligand binding
Richard D Smith1, Alaina L Engdahl, James B Dunbar
1Department of Medicinal Chemistry, University of Michigan, Ann Arbor, Michigan 48109-1065, USA.
Ligand efficiency in protein-ligand complexes is limited by ligand size, charge, and binding site complementarity. Optimal binding occurs when small, charged ligands interact with complementary charged sites, maximizing binding efficiency.
Area of Science:
- Biochemistry
- Structural Biology
- Computational Chemistry
Background:
- The concept of ligand efficiency (LE) was introduced by Kuntz et al. in 1999, initially focusing on drug-like molecules.
- Previous work indicated that metal binding interactions exhibit high ligand efficiencies.
- The Binding MOAD database provides a diverse dataset for examining binding phenomena across various small molecules.
Purpose of the Study:
- To investigate the physical limits of ligand efficiency across a broad spectrum of small molecules.
- To identify characteristics of complexes exhibiting the highest ligand efficiencies.
- To establish quantitative limits for ligand efficiency in protein-ligand interactions.
Main Methods:
- Analysis of protein-ligand complexes within the Binding MOAD database.
- Calculation of ligand efficiency based on binding energy and ligand atom count.
- Examination of binding site properties, including charge and buried surface area.
- Correlation of ligand and binding site characteristics with observed ligand efficiencies.
Main Results:
- The physical limit for ligand efficiency in the Binding MOAD database is -1.75 kcal/mol·atom.
- 95% of analyzed complexes fall below a "soft limit" of -0.83 kcal/mol·atom.
- A hard limit for ligand efficiency, based on buried molecular surface area, is -117 cal/mol·Å(2).
- Highly efficient complexes feature small, charged ligands within highly charged, buried binding sites.
- Optimal efficiency is driven by tight, complementary contacts between charged ligand groups and the binding pocket.
Conclusions:
- Ligand efficiency is fundamentally limited by physical constraints related to molecular complementarity and charge interactions.
- Small, charged ligands binding to complementary charged pockets represent the most efficient binding systems.
- Deviations in atomic fit (e.g., 0.24 Å misfit) significantly reduce achievable ligand efficiency.
- The established physical limits provide valuable insights for drug design and understanding molecular recognition.
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