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Evaluating Geometric Definitions of Stacking for RNA Dinucleoside Monophosphates Using Molecular Mechanics
Amirhossein Taghavi1,2, Ivan Riveros1, David J Wales3
1Department of Chemistry and Biochemistry, Florida Atlantic University, Jupiter, Florida 33458, United States.
Journal of Chemical Theory and Computation
|June 2, 2022
Summary
This study benchmarks RNA stacking definitions using molecular dynamics, finding a new definition that better correlates with experimental data for drug development. Further force field revisions are needed for accurate RNA structure predictions.
Area of Science:
- Computational chemistry and biophysics
- Structural biology
- Pharmacology
Background:
- Small molecule RNA modulation is a novel therapeutic strategy.
- Accurate RNA structural predictions are crucial for drug development.
- Computational models using force fields offer insights into RNA dynamics.
Purpose of the Study:
- To benchmark four stacking definitions for RNA dinucleoside monophosphates (DNMPs).
- To evaluate the performance of two RNA force fields (RNA-IL and ff99OL3).
- To identify improved methods for predicting RNA stacking interactions and free energies.
Main Methods:
- Molecular dynamics (MD) simulations of 16 RNA DNMPs.
- Benchmarking four different stacking definitions.
- Comparison of predicted stacking free energies with experimental thermodynamics data.
- Discrete Path Sampling (DPS) calculations.
Main Results:
- A proposed stacking definition shows improved correlation with experimental thermodynamics data.
- Predictions achieved accuracy within 0.2 kcal/mol at 300 K for specific RNA sequences.
- Purine-pyrimidine and pyrimidine-purine DNMP stacking were generally under- or overpredicted.
- Both force fields poorly predicted population distributions for RNA UU DNMPs, indicating a need for revisions.
Conclusions:
- The developed stacking definition enhances the accuracy of computational RNA structure prediction.
- Experimental thermodynamics data serve as valuable benchmarks for testing and refining RNA force fields.
- Further force field development is necessary for accurate prediction of RNA dynamics and interactions.
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