Cations in charge of RNA folding and function: Realistic modeling and robust predictions
Biophysics
Final Report Abstract
RNA technologies revolutionize modern medicine. Due to the rapid success in the development of mRNA vaccines against COVID-19, RNA became the center of intense scientific research. In addition to mRNA, which can produce antigens or therapeutic proteins, other classes of RNA have vital and regulatory functions in cells. The aim of this Emmy Noether project was to provide molecular insights into the structure and function of such RNAs by computer simulations. Initially, our research focused on the role of cations in the folding and function of RNA. To provide a thorough understanding of ion-RNA interactions, we developed improved atomistic models and employed enhanced sampling techniques. With the improved simulation models, we were able to reproduce a broad range of important physiochemical solution properties, capture the interactions of metal ions and nucleic acids and to yield close agreement with experimentally observed nucleic acid structures. Subsequently, we investigated systems of increasing complexity ranging from double stranded nucleic acids to regulatory riboswitches and RNA quadruplexes. The simulations provided a detailed view of the distributions of ions, the influence of the ionic atmosphere on the structure and the folding pathways. Finally, the COVID-19 pandemic shifted the focus of the project toward lipid nanoparticles as smart transport systems to deliver RNA to cells. Special emphasis was placed on the development of accurate models for the ionizable lipids and their interactions with RNA. In summary, bimolecular simulations are an indispensable tool for increasingly large and complex molecular systems. This project contributed to the accurate description of ions, nucleic acids, and lipids in molecular dynamics simulations which yielded important molecular insights into nucleic acid systems.
Publications
-
Coarse-Grained Double-Stranded RNA Model from Quantum-Mechanical Calculations. The Journal of Physical Chemistry B, 122(32), 7915-7928.
Cruz-León, Sergio; Vázquez-Mayagoitia, Alvaro; Melchionna, Simone; Schwierz, Nadine & Fyta, Maria
-
Force fields for monovalent and divalent metal cations in TIP3P water based on thermodynamic and kinetic properties. The Journal of Chemical Physics, 148(7).
Mamatkulov, Shavkat & Schwierz, Nadine
-
Ion-Specific and pH-Dependent Hydration of Mica–Electrolyte Interfaces. Langmuir, 35(17), 5737-5745.
van Lin, Simone R.; Grotz, Kara K.; Siretanu, Igor; Schwierz, Nadine & Mugele, Frieder
-
Hofmeister Series for Metal-Cation–RNA Interactions: The Interplay of Binding Affinity and Exchange Kinetics. Langmuir, 36(21), 5979-5989.
Cruz-León, Sergio & Schwierz, Nadine
-
Kinetic pathways of water exchange in the first hydration shell of magnesium. The Journal of Chemical Physics, 152(22).
Schwierz, Nadine
-
Extended magnesium and calcium force field parameters for accurate ion–nucleic acid interactions in biomolecular simulations. The Journal of Chemical Physics, 154(17).
Cruz-León, Sergio; Grotz, Kara K. & Schwierz, Nadine
-
Kinetic pathways of water exchange in the first hydration shell of magnesium: Influence of water model and ionic force field. The Journal of Chemical Physics, 155(8).
Falkner, Sebastian & Schwierz, Nadine
-
Optimized Magnesium Force Field Parameters for Biomolecular Simulations with Accurate Solvation, Ion-Binding, and Water-Exchange Properties in SPC/E, TIP3P-fb, TIP4P/2005, TIP4P-Ew, and TIP4P-D. Journal of Chemical Theory and Computation, 18(1), 526-537.
Grotz, Kara K. & Schwierz, Nadine
-
Optimized Magnesium Force Field Parameters for Biomolecular Simulations with Accurate Solvation, Ion-Binding, and Water-Exchange Properties. Journal of Chemical Theory and Computation, 17(4), 2530-2540.
Grotz, Kara K.; Cruz-León, Sergio & Schwierz, Nadine
-
Artificial Intelligence Resolves Kinetic Pathways of Magnesium Binding to RNA. Journal of Chemical Theory and Computation, 18(2), 1202-1212.
Neumann, Jan & Schwierz, Nadine
-
Combining Coarse-Grained Simulations and Single Molecule Analysis Reveals a Three-State Folding Model of the Guanidine-II Riboswitch. Frontiers in Molecular Biosciences, 9.
Fuks, Christin; Falkner, Sebastian; Schwierz, Nadine & Hengesbach, Martin
-
Magnesium force fields for OPC water with accurate solvation, ion-binding, and water-exchange properties: Successful transfer from SPC/E. The Journal of Chemical Physics, 156(11).
Grotz, Kara K. & Schwierz, Nadine
-
RNA Captures More Cations than DNA: Insights from Molecular Dynamics Simulations. The Journal of Physical Chemistry B, 126(43), 8646-8654.
Cruz-León, Sergio & Schwierz, Nadine
-
Twisting DNA by salt. Nucleic Acids Research, 50(10), 5726-5738.
Cruz-León, Sergio; Vanderlinden, Willem; Müller, Peter; Forster, Tobias; Staudt, Georgina; Lin, Yi-Yun; Lipfert, Jan & Schwierz, Nadine
-
Adsorbing DNA to Mica by Cations: Influence of Valency and Ion Type. Langmuir, 39(44), 15553-15562.
Ibrahim, Mohd; Wenzel, Christiane; Lallemang, Max; Balzer, Bizan N. & Schwierz, Nadine
-
Combining molecular dynamics simulations and x-ray scattering techniques for the accurate treatment of protonation degree and packing of ionizable lipids in monolayers. The Journal of Chemical Physics, 159(15).
Grava, Miriam; Ibrahim, Mohd; Sudarsan, Akhil; Pusterla, Julio; Philipp, Julian; Rädler, Joachim O.; Schwierz, Nadine & Schneck, Emanuel
-
RNA G-quadruplex folding is a multi-pathway process driven by conformational entropy. Nucleic Acids Research, 52(1), 87-100.
Ugrina, Marijana; Burkhart, Ines; Müller, Diana; Schwalbe, Harald & Schwierz, Nadine
-
Structural insights on ionizable Dlin-MC3-DMA lipids in DOPC layers by combining accurate atomistic force fields, molecular dynamics simulations and neutron reflectivity. Nanoscale, 15(27), 11647-11656.
Ibrahim, Mohd; Gilbert, Jennifer; Heinz, Marcel; Nylander, Tommy & Schwierz, Nadine
