Coarse-grained RNA model for the Martini 3 force field.
Danis Yangaliev1, S Banu Ozkan1
1Department of Physics, Arizona State University, Tempe, Arizona; Center for Biological Physics, Arizona State University, Tempe, Arizona.
Biophysical Journal
|August 3, 2025
Summary
A new coarse-grained RNA model compatible with Martini 3 force field was developed. This advanced model enables stable, large-scale molecular dynamics simulations of complex RNA systems, improving accuracy over previous versions.
Area of Science:
- Computational Biology
- Biophysics
- Molecular Modeling
Background:
- Coarse-grained models are essential for simulating large biomolecular systems.
- Existing RNA models face limitations in accuracy and stability for complex systems.
Purpose of the Study:
- To develop a coarse-grained RNA model compatible with the Martini 3 force field.
- To enhance the simulation capabilities for large RNA-containing complexes.
Main Methods:
- Parameterization using top-down and bottom-up approaches, including solvent partitioning and potential of mean force calculations.
- Refinement of bonded interactions using atomistic simulations of double-stranded RNA.
- Incorporation of an elastic network for structural integrity.
Main Results:
- The Martini 3 RNA model accurately captures properties of bases, single- and double-stranded RNA, and RNA-protein complexes.
- Improved numerical stability allows simulations of large complexes like ribosomes with a 20 fs time step.
- Enhanced agreement with all-atom models and experimental data.
Conclusions:
- The developed Martini 3 RNA model facilitates realistic, large-scale explicit-solvent molecular dynamics simulations.
- This model represents a significant advancement for studying complex RNA systems.
- It enables more accurate and efficient investigation of RNA's role in biological processes.
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