articleJournal of the American Chemical SocietyJan 27, 2015GREEN OA

Accurate and Reliable Prediction of Relative Ligand Binding Potency in Prospective Drug Discovery by Way of a Modern Free-Energy Calculation Protocol and Force Field

Schrodinger (United States) · Foundation for Ichthyosis and Related Skin Types · +4 more institutions

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Abstract

Designing tight-binding ligands is a primary objective of small-molecule drug discovery. Over the past few decades, free-energy calculations have benefited from improved force fields and sampling algorithms, as well as the advent of low-cost parallel computing. However, it has proven to be challenging to reliably achieve the level of accuracy that would be needed to guide lead optimization (∼5× in binding affinity) for a wide range of ligands and protein targets. Not surprisingly, widespread commercial application of free-energy simulations has been limited due to the lack of large-scale validation coupled with the technical challenges traditionally associated with running these types of calculations. Here, we…

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1,374
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114.47
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100%
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Authors

29

Topics & keywords

Keywords
  • Robustness (evolution)
  • Chemistry
  • Drug discovery
  • False positive paradox
  • Ligand efficiency
  • Force field (fiction)
  • Small molecule
  • Ligand (biochemistry)
UN Sustainable Development Goals
  • Affordable and clean energy
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