Molecular dynamics simulations with grand-canonical reweighting suggest cooperativity effects in RNA structure probing experiments
arXiv:2209.12640 · doi:10.1021/acs.jctc.3c00084
Abstract
Chemical probing experiments such as SHAPE are routinely used to probe RNA molecules. In this work, we use atomistic molecular dynamics simulations to test the hypothesis that binding of RNA with SHAPE reagents is affected by cooperative effects leading to an observed reactivity that is dependent on the reagent concentration. We develop a general technique that enables the calculation of the affinity for arbitrary molecules as a function of their concentration in the grand-canonical ensemble. Our simulations of an RNA structural motif suggest that, at the concentration typically used in SHAPE experiments, cooperative binding would lead to a measurable concentration-dependent reactivity. We also provide a qualitative validation of this statement by analyzing a new set of experiments collected at different reagent concentrations.
References in corpus (11)
- Canonical sampling through velocity-rescaling
- PLUMED 2: New feathers for an old bird
- Statistically optimal analysis of samples from multiple equilibrium states
- Building Water Models, A Different Approach
- Enhanced sampling methods for molecular dynamics simulations
- The Role of Nucleobase Interactions in RNA Structure and Dynamics
- Molecular Dynamics Simulations of Solutions at Constant Chemical Potential
- Grand-canonical-like molecular-dynamics simulations by using an adaptive-resolution technique
- Unravelling Mg-RNA binding with atomistic molecular dynamics
- Elastic network models for RNA: a comparative assessment with molecular dynamics and SHAPE experiments
- Machine learning a model for RNA structure prediction