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Updated: Sep 16, 2025

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Probing RNA Structure with Dimethyl Sulfate Mutational Profiling with Sequencing In Vitro and in Cells
Published on: December 9, 2022
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Minimal models for RNA simulations
D Thirumalai1, Naoto Hori2, Hung T Nguyen3
1Department of Chemistry, The University of Texas at Austin, Austin, TX 78712, USA.
Current Opinion in Structural Biology
|July 5, 2025
Summary
Cations are crucial for RNA folding and interactions. Coarse-grained computational models help predict how ions like sodium and magnesium influence RNA behavior, aiding in understanding complex biological processes.
Area of Science:
- Biochemistry and Molecular Biology
- Computational Biology
- Biophysics
Background:
- RNA plays a critical role in numerous biological processes.
- Cation interactions are essential for RNA folding, RNA-RNA interactions, and phase separation.
- Experimental methods alone are insufficient to fully elucidate the dynamics of cation-RNA interactions.
Purpose of the Study:
- To describe the development and application of coarse-grained models for simulating cation-RNA interactions.
- To predict how ions influence RNA behavior using computational approaches.
- To highlight the role of monovalent and divalent cations in RNA folding and phase separation.
Main Methods:
- Development and utilization of coarse-grained models at varying resolutions.
- Focus on single- and three-interaction site models.
- Treatment of electrostatic interactions using combined explicit and implicit representations.
Main Results:
- Applications of the models to ribozyme and riboswitch folding are discussed.
- The significant role of monovalent and divalent cations in these processes is emphasized.
- Phase separation in low-complexity RNA sequences is analyzed.
Conclusions:
- Coarse-grained models provide essential theoretical and computational tools for understanding cation-driven RNA dynamics.
- These models are applicable to diverse RNA structures and functions, including folding and phase separation.
- Future challenges include developing models for RNA-protein interactions to simulate complex systems like ribosome assembly.
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