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SAMPL9 blind predictions using nonequilibrium alchemical approaches
Piero Procacci1, Guido Guarnieri2
1Dipartimento di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy.
We predicted binding free energies for WP6 (carboxy-pillar[6]arene) and ammonium guests using nonequilibrium simulations. Our results were acceptable and improved upon previous host-guest binding predictions.
Area of Science:
- Computational Chemistry
- Molecular Modeling
- Supramolecular Chemistry
Background:
- The Statistical Assessment of the Modeling of Proteins and Ligands (SAMPL) challenge benchmarks computational methods for molecular interactions.
- Host-guest chemistry, particularly the binding of cationic guests to macrocyclic hosts like pillararenes, is crucial for molecular recognition and drug design.
Purpose of the Study:
- To provide blind predictions for the SAMPL9 host-guest challenge.
- To evaluate the performance of a novel virtual double system single box approach for calculating absolute binding free energies.
- To assess the binding affinities of WP6 (carboxy-pillar[6]arene) with ammonium and diammonium guests.
Main Methods:
- Utilized the virtual double system single box approach with enhanced sampling of bound and unbound states.
- Employed fast switching nonequilibrium alchemical simulations for free energy calculations.
- Applied Pearson and Kendall correlation coefficients to assess prediction accuracy.
Main Results:
- Achieved acceptable performance in predicting host-guest binding free energies.
- Demonstrated improved accuracy compared to previous submissions involving calixarenes and cyclodextrins.
- Observed a large mean signed error attributed to finite charge correction methods.
Conclusions:
- The nonequilibrium approaches are reliable for absolute binding free energy calculations.
- The virtual double system single box method shows promise for host-guest binding predictions.
- Further refinement of charge correction methods may improve accuracy in future calculations.
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