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OPLS4: Improving Force Field Accuracy on Challenging Regimes of Chemical Space
Journal of Chemical Theory and Computation · 2021 · Vol. 17(7) · pp. 4291–4300
Chao Lü(Schrodinger (United States))Chuanjie Wu(Schrodinger (United States))Delaram Ghoreishi(Schrodinger (United States))Wei Chen(Schrodinger (United States))Lingle Wang(Schrodinger (United States))Wolfgang Damm(Schrodinger (United States))Gregory A. Ross(Schrodinger (United States))Markus K. Dahlgren(Schrodinger (United States))Ellery Russell(Schrodinger (United States))Christopher D. Von Bargen(Schrodinger (United States))Robert Abel(Schrodinger (United States))Richard A. Friesner(Columbia University)Edward Harder✉(Schrodinger (United States))
Abstract
We report on the development and validation of the OPLS4 force field. OPLS4 builds upon our previous work with OPLS3e to improve model accuracy on challenging regimes of drug-like chemical space that includes molecular ions and sulfur-containing moieties. A novel parametrization strategy for charged species, which can be extended to other systems, is introduced. OPLS4 leads to improved accuracy on benchmarks that assess small-molecule solvation and protein-ligand binding.
Mass Spectrometry Techniques and ApplicationsProtein Structure and DynamicsMachine Learning in Materials ScienceForce field (fiction)Chemical spaceSolvationParametrization (atmospheric modeling)Field (mathematics)Computer scienceSpace (punctuation)Work (physics)MoleculeMolecular dynamics
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References
OPLS3: A Force Field Providing Broad Coverage of Drug-like Small Molecules and Proteins
Journal of Chemical Theory and Computation · 2015 · 3,072 citations
A Survey of the Role of Noncovalent Sulfur Interactions in Drug Design
Journal of Medicinal Chemistry · 2015 · 751 citations
Balanced Protein–Water Interactions Improve Properties of Disordered Proteins and Non-Specific Protein Association
Journal of Chemical Theory and Computation · 2014 · 706 citations
Improved Peptide and Protein Torsional Energetics with the OPLS-AA Force Field
Journal of Chemical Theory and Computation · 2015 · 848 citations
CHARMM36m: an improved force field for folded and intrinsically disordered proteins
Nature Methods · 2016 · 7,243 citations
OPLS3e: Extending Force Field Coverage for Drug-Like Small Molecules
Journal of Chemical Theory and Computation · 2019 · 1,236 citations
ff19SB: Amino-Acid-Specific Protein Backbone Parameters Trained against Quantum Mechanics Energy Surfaces in Solution
Journal of Chemical Theory and Computation · 2019 · 2,186 citations
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