Sensitivity of the RNA Structure to Ion Conditions as Probed by Molecular Dynamics Simulations of Common Canonical RNA Duplexes

RNA molecules play a key role in countless biochemical processes. RNA interactions, which are of highly diverse nature, are determined by the fact that RNA is a highly negatively charged polyelectrolyte, which leads to intimate interactions with an ion atmosphere. Although RNA molecules are formally single-stranded, canonical (Watson–Crick) duplexes are key components of folded RNAs. A double-stranded (ds) RNA is also important for the design of RNA-based nanostructures and assemblies. Despite the fact that the description of canonical dsRNA is considered the least problematic part of RNA modeling, the imperfect shape and flexibility of dsRNA can lead to imbalances in the simulations of larger RNAs and RNA-containing assemblies. We present a comprehensive set of molecular dynamics (MD) simulations of four canonical A-RNA duplexes. Our focus was directed toward the characterization of the influence of varying ion concentrations and of the size of the solvation box. We compared several water models and four RNA force fields. The simulations showed that the A-RNA shape was most sensitive to the RNA force field, with some force fields leading to a reduced inclination of the A-RNA duplexes. The ions and water models played a minor role. The effect of the box size was negligible, and even boxes with a small fraction of the bulk solvent outside the RNA hydration sphere were sufficient for the simulation of the dsRNA.

[1]  Sergio Cruz-León,et al.  RNA Captures More Cations than DNA: Insights from Molecular Dynamics Simulations , 2022, The journal of physical chemistry. B.

[2]  A. Onufriev,et al.  Similarities and Differences between Na+ and K+ Distributions around DNA Obtained with Three Popular Water Models. , 2021, Journal of chemical theory and computation.

[3]  Serdal Kirmizialtin,et al.  The structural plasticity of nucleic acid duplexes revealed by WAXS and MD , 2021, Science Advances.

[4]  J. Šponer,et al.  Correction to "Improving the Performance of the Amber RNA Force Field by Tuning the Hydrogen-Bonding Interactions". , 2019, Journal of chemical theory and computation.

[5]  D. Herschlag,et al.  Quantitative Studies of an RNA Duplex Electrostatics by Ion Counting. , 2019, Biophysical journal.

[6]  J. Šponer,et al.  Improving the Performance of the Amber RNA Force Field by Tuning the Hydrogen-Bonding Interactions. , 2019, Journal of chemical theory and computation.

[7]  D. Case,et al.  Predicting Site-Binding Modes of Ions and Water to Nucleic Acids Using Molecular Solvation Theory. , 2019, Journal of the American Chemical Society.

[8]  J. Šponer,et al.  An intricate balance of hydrogen bonding, ion atmosphere and dynamics facilitates a seamless uracil to cytosine substitution in the U-turn of the neomycin-sensing riboswitch , 2018, Nucleic acids research.

[9]  Robert M. Dirks,et al.  RNA force field with accuracy comparable to state-of-the-art protein force fields , 2018, Proceedings of the National Academy of Sciences.

[10]  Richard A. Cunha,et al.  RNA Structural Dynamics As Captured by Molecular Simulations: A Comprehensive Overview , 2018, Chemical reviews.

[11]  Ya-Zhou Shi,et al.  Understanding the Relative Flexibility of RNA and DNA Duplexes: Stretching and Twist-Stretch Coupling. , 2017, Biophysical journal.

[12]  J. Šponer,et al.  Noncanonical α/γ Backbone Conformations in RNA and the Accuracy of Their Description by the AMBER Force Field. , 2017, The journal of physical chemistry. B.

[13]  David H. Mathews,et al.  Revised RNA Dihedral Parameters for the Amber Force Field Improve RNA Molecular Dynamics , 2017, Journal of chemical theory and computation.

[14]  Giovanni Bussi,et al.  Computer Folding of RNA Tetraloops: Identification of Key Force Field Deficiencies. , 2016, Journal of chemical theory and computation.

[15]  D. Herschlag,et al.  Does Cation Size Affect Occupancy and Electrostatic Screening of the Nucleic Acid Ion Atmosphere? , 2016, Journal of the American Chemical Society.

[16]  Nathan A. Baker,et al.  Opposing Effects of Multivalent Ions on the Flexibility of DNA and RNA. , 2016, Physical review letters.

[17]  D. York,et al.  Cation-Anion Interactions within the Nucleic Acid Ion Atmosphere Revealed by Ion Counting. , 2015, Journal of the American Chemical Society.

[18]  Giovanni Bussi,et al.  Elastic network models for RNA: a comparative assessment with molecular dynamics and SHAPE experiments , 2015, Nucleic acids research.

[19]  L. Pollack,et al.  Determining the Locations of Ions and Water around DNA from X-Ray Scattering Measurements. , 2015, Biophysical journal.

[20]  Paul Robustelli,et al.  Water dispersion interactions strongly influence simulated structural properties of disordered protein states. , 2015, The journal of physical chemistry. B.

[21]  J. Šponer,et al.  Reactive conformation of the active site in the hairpin ribozyme achieved by molecular dynamics simulations with ε/ζ force field reparametrizations. , 2015, The journal of physical chemistry. B.

[22]  C. Roland,et al.  Ion distributions around left- and right-handed DNA and RNA duplexes: a comparative study , 2014, Nucleic acids research.

[23]  Saeed Izadi,et al.  Building Water Models: A Different Approach , 2014, The journal of physical chemistry letters.

[24]  D. Case,et al.  Ion counting from explicit-solvent simulations and 3D-RISM. , 2014, Biophysical journal.

[25]  J. Šponer,et al.  Are Waters around RNA More than Just a Solvent? - An Insight from Molecular Dynamics Simulations. , 2014, Journal of chemical theory and computation.

[26]  David E Draper,et al.  Folding of RNA tertiary structure: Linkages between backbone phosphates, ions, and water. , 2013, Biopolymers.

[27]  Angel E García,et al.  High-resolution reversible folding of hyperstable RNA tetraloops using molecular dynamics simulations , 2013, Proceedings of the National Academy of Sciences.

[28]  Daniel R Roe,et al.  PTRAJ and CPPTRAJ: Software for Processing and Analysis of Molecular Dynamics Trajectory Data. , 2013, Journal of chemical theory and computation.

[29]  K. Réblová,et al.  Bioinformatics and molecular dynamics simulation study of L1 stalk non-canonical rRNA elements: kink-turns, loops, and tetraloops. , 2013, The journal of physical chemistry. B.

[30]  D. Case,et al.  Revised AMBER parameters for bioorganic phosphates. , 2012, Journal of chemical theory and computation.

[31]  Michal Otyepka,et al.  Simulations of A-RNA duplexes. The effect of sequence, solute force field, water model, and salt concentration. , 2012, The journal of physical chemistry. B.

[32]  Ron Elber,et al.  The ionic atmosphere around A-RNA: Poisson-Boltzmann and molecular dynamics simulations. , 2012, Biophysical journal.

[33]  Ron Elber,et al.  RNA and its ionic cloud: solution scattering experiments and atomically detailed simulations. , 2012, Biophysical journal.

[34]  W. Webb,et al.  Ionic strength-dependent persistence lengths of single-stranded RNA and DNA , 2011, Proceedings of the National Academy of Sciences.

[35]  K. Réblová,et al.  Understanding RNA Flexibility Using Explicit Solvent Simulations: The Ribosomal and Group I Intron Reverse Kink-Turn Motifs. , 2011, Journal of Chemical Theory and Computation.

[36]  J. Šponer,et al.  Refinement of the Cornell et al. Nucleic Acids Force Field Based on Reference Quantum Chemical Calculations of Glycosidic Torsion Profiles , 2011, Journal of chemical theory and computation.

[37]  L. Pollack SAXS studies of ion-nucleic acid interactions. , 2011, Annual review of biophysics.

[38]  G. S. Manning A counterion condensation theory for the relaxation, rise, and frequency dependence of the parallel polarization of rodlike polyelectrolytes , 2011, The European physical journal. E, Soft matter.

[39]  Gillian C. Lynch,et al.  Ion and solvent density distributions around canonical B-DNA from integral equations. , 2011, The journal of physical chemistry. B.

[40]  Christopher D. Jones,et al.  Counting ions around DNA with anomalous small-angle X-ray scattering. , 2010, Journal of the American Chemical Society.

[41]  K. Réblová,et al.  Structural dynamics of the box C/D RNA kink-turn and its complex with proteins: the role of the A-minor 0 interaction, long-residency water bridges, and structural ion-binding sites revealed by molecular simulations. , 2010, The journal of physical chemistry. B.

[42]  R. Elber,et al.  Computational exploration of mobile ion distributions around RNA duplex. , 2010, The journal of physical chemistry. B.

[43]  K. Réblová,et al.  Molecular dynamics simulations suggest that RNA three-way junctions can act as flexible RNA structural elements in the ribosome , 2010, Nucleic acids research.

[44]  Joachim Schnabl,et al.  Controlling ribozyme activity by metal ions. , 2010, Current opinion in chemical biology.

[45]  Michal Otyepka,et al.  Dependence of A-RNA simulations on the choice of the force field and salt strength. , 2009, Physical chemistry chemical physics : PCCP.

[46]  J. Piccirilli,et al.  Identification of catalytic metal ion ligands in ribozymes. , 2009, Methods.

[47]  R. Pappu,et al.  Molecular simulation studies of monovalent counterion-mediated interactions in a model RNA kissing loop. , 2009, Journal of molecular biology.

[48]  T. Cheatham,et al.  Determination of Alkali and Halide Monovalent Ion Parameters for Use in Explicitly Solvated Biomolecular Simulations , 2008, The journal of physical chemistry. B.

[49]  D. Herschlag,et al.  Quantitative and comprehensive decomposition of the ion atmosphere around nucleic acids. , 2007, Journal of the American Chemical Society.

[50]  G. S. Manning Electrostatic free energies of spheres, cylinders, and planes in counterion condensation theory with some applications , 2007 .

[51]  Jaroslav Koča,et al.  Conformations of Flanking Bases in HIV-1 RNA DIS Kissing Complexes Studied by Molecular Dynamics , 2007, Biophysical journal.

[52]  J. Šponer,et al.  Refinement of the AMBER Force Field for Nucleic Acids: Improving the Description of α/γ Conformers , 2007 .

[53]  G. S. Manning,et al.  Counterion condensation on charged spheres, cylinders, and planes. , 2007, The journal of physical chemistry. B.

[54]  D. Draper,et al.  Mg2+–RNA interaction free energies and their relationship to the folding of RNA tertiary structures , 2006, Proceedings of the National Academy of Sciences.

[55]  Jaroslav Koca,et al.  RNA kink-turns as molecular elbows: hydration, cation binding, and large-scale dynamics. , 2006, Structure.

[56]  Shi-jie Chen,et al.  Nucleic acid helix stability: effects of salt concentration, cation valence and size, and chain length. , 2006, Biophysical journal.

[57]  W. Poon,et al.  Soft Condensed Matter Physics in Molecular and Cell Biology , 2006 .

[58]  Holger Gohlke,et al.  The Amber biomolecular simulation programs , 2005, J. Comput. Chem..

[59]  Ryan Day,et al.  Ensemble versus single-molecule protein unfolding. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[60]  S. Woodson Metal ions and RNA folding: a highly charged topic with a dynamic future. , 2005, Current opinion in chemical biology.

[61]  Thomas E Cheatham,et al.  Simulation and modeling of nucleic acid structure, dynamics and interactions. , 2004, Current opinion in structural biology.

[62]  David E Draper,et al.  A guide to ions and RNA structure. , 2004, RNA.

[63]  A. Bax,et al.  Measurement of five dipolar couplings from a single 3D NMR multiplet applied to the study of RNA dynamics. , 2004, Journal of the American Chemical Society.

[64]  Eric Westhof,et al.  Symmetric K+ and Mg2+ ion-binding sites in the 5S rRNA loop E inferred from molecular dynamics simulations. , 2004, Journal of molecular biology.

[65]  Jaroslav Koca,et al.  Molecular dynamics simulations of RNA kissing-loop motifs reveal structural dynamics and formation of cation-binding pockets. , 2003, Nucleic acids research.

[66]  Jaroslav Koca,et al.  Non-Watson-Crick basepairing and hydration in RNA motifs: molecular dynamics of 5S rRNA loop E. , 2003, Biophysical journal.

[67]  Rhiju Das,et al.  Counterion distribution around DNA probed by solution X-ray scattering. , 2003, Physical review letters.

[68]  D. Draper,et al.  The linkage between magnesium binding and RNA folding. , 2002, Journal of molecular biology.

[69]  J. Šponer,et al.  Molecular dynamics of the frame-shifting pseudoknot from beet western yellows virus: the role of non-Watson-Crick base-pairing, ordered hydration, cation binding and base mutations on stability and unfolding. , 2001, Journal of molecular biology.

[70]  David A. Case,et al.  Calculations of the Absolute Free Energies of Binding between RNA and Metal Ions Using Molecular Dynamics Simulations and Continuum Electrostatics , 2001 .

[71]  Junmei Wang,et al.  How well does a restrained electrostatic potential (RESP) model perform in calculating conformational energies of organic and biological molecules? , 2000, J. Comput. Chem..

[72]  Alexandre M.J.J. Bonvin,et al.  Localisation and dynamics of sodium counterions around DNA in solution from molecular dynamics simulation , 2000, European Biophysics Journal.

[73]  T. Steitz,et al.  Crystal structures of two plasmid copy control related RNA duplexes: An 18 base pair duplex at 1.20 A resolution and a 19 base pair duplex at 1.55 A resolution. , 1999, Biochemistry.

[74]  B. Pettitt,et al.  Sodium and chlorine ions as part of the DNA solvation shell. , 1999, Biophysical journal.

[75]  B. Shklovskii Screening of a macroion by multivalent ions: correlation-induced inversion of charge. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[76]  Peter A. Kollman,et al.  Application of the RESP Methodology in the Parametrization of Organic Solvents , 1998 .

[77]  D. Draper,et al.  Effects of Mg2+, K+, and H+ on an equilibrium between alternative conformations of an RNA pseudoknot. , 1997, Journal of molecular biology.

[78]  Peter A. Kollman,et al.  Molecular dynamics simulations highlight the structural differences among DNA: DNA, RNA:RNA, and DNA:RNA hybrid duplexes , 1997 .

[79]  Bhyravabhotla Jayaram,et al.  Intrusion of Counterions into the Spine of Hydration in the Minor Groove of B-DNA: Fractional Occupancy of Electronegative Pockets , 1997 .

[80]  P. Kollman,et al.  A Second Generation Force Field for the Simulation of Proteins, Nucleic Acids, and Organic Molecules J. Am. Chem. Soc. 1995, 117, 5179−5197 , 1996 .

[81]  K Schulten,et al.  VMD: visual molecular dynamics. , 1996, Journal of molecular graphics.

[82]  B Honig,et al.  Salt effects on nucleic acids. , 1995, Current opinion in structural biology.

[83]  P. Kollman,et al.  A Second Generation Force Field for the Simulation of Proteins, Nucleic Acids, and Organic Molecules , 1995 .

[84]  D. Zichi Molecular Dynamics of RNA with the OPLS Force Field. Aqueous Simulation of a Hairpin Containing a Tetranucleotide Loop , 1995 .

[85]  Lance G. Laing,et al.  Stabilization of RNA structure by Mg ions. Specific and non-specific effects. , 1994, Journal of molecular biology.

[86]  J. Åqvist,et al.  Ion-water interaction potentials derived from free energy perturbation simulations , 1990 .

[87]  B Chevrier,et al.  Crystallographic structure of an RNA helix: [U(UA)6A]2. , 1989, Journal of molecular biology.

[88]  T. Straatsma,et al.  THE MISSING TERM IN EFFECTIVE PAIR POTENTIALS , 1987 .

[89]  W. L. Jorgensen,et al.  Comparison of simple potential functions for simulating liquid water , 1983 .

[90]  Gerald S. Manning,et al.  Counterion binding in polyelectrolyte theory , 1979 .

[91]  G. S. Manning The molecular theory of polyelectrolyte solutions with applications to the electrostatic properties of polynucleotides , 1978, Quarterly Reviews of Biophysics.

[92]  Wenbing Zhang,et al.  RNA folding: structure prediction, folding kinetics and ion electrostatics. , 2015, Advances in experimental medicine and biology.

[93]  Nathan A. Baker,et al.  Simulations of RNA interactions with monovalent ions. , 2009, Methods in enzymology.

[94]  D. Herschlag,et al.  Probing nucleic acid-ion interactions with buffer exchange-atomic emission spectroscopy. , 2009, Methods in enzymology.

[95]  Daniel Svozil,et al.  Refinement of the AMBER force field for nucleic acids: improving the description of alpha/gamma conformers. , 2007, Biophysical journal.

[96]  Alexander D. MacKerell,et al.  Development and current status of the CHARMM force field for nucleic acids , 2000, Biopolymers.

[97]  Alexander D. MacKerell,et al.  All-atom empirical force field for nucleic acids: I. Parameter optimization based on small molecule and condensed phase macromolecular target data , 2000, J. Comput. Chem..

[98]  M. Sundaralingam,et al.  The crystal structures of metal complexes of nucleic acids and their constituents. , 1979, CRC critical reviews in biochemistry.