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Molecular Dynamics Simulations with Grand-Canonical Reweighting Suggest Cooperativity Effects in RNA Structure Probing Experiments.

Nicola CalonaciMattia BernettiAlisha N JonesMichael SattlerGiovanni Bussi
Published in: Journal of chemical theory and computation (2023)
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.
Keyphrases
  • molecular dynamics simulations
  • molecular docking
  • nucleic acid
  • molecular dynamics
  • machine learning
  • single molecule
  • living cells
  • dna binding