Minimal Models for RNA Simulations

TL;DR

This paper reviews the development of coarse-grained models for simulating RNA behavior, emphasizing ion interactions, RNA folding, phase separation, and future challenges in complex RNA systems.

Contribution

It introduces and discusses various coarse-grained models for RNA, highlighting their applications and challenges in simulating RNA-ion interactions and complex biological processes.

Findings

Models effectively simulate RNA folding with cation effects

Ion interactions influence phase separation in RNA sequences

Challenges remain in modeling RNA-protein interactions

Abstract

The increasing importance of RNA as a prime player in biology can hardly be overstated. Problems in RNA, such as folding and RNA-RNA interactions that drive phase separation, require cations. Because experiments alone cannot reveal the dynamics of cation-RNA interactions, well calibrated theory and computations are needed to predict how ions control the behavior of RNA. The perspective describes the development and use of coarse-grained models at different resolutions. We focus on single- and three-interaction site interaction models, in which electrostatic interactions are treated using a combination of explicit and implicit representations. Applications to the folding of ribozymes and riboswitches are discussed, with emphasis on the role of monovalent and divalent cations. We also discuss phase separation in low complexity sequences. Challenges in the simulation of complex problems such as ribosome assembly and RNA chaperones, requiring developments of models for RNA-protein interactions, are pointed out.