Hybrid Quantum Mechanics/Molecular Mechanics/Coarse Grained Modeling: A Triple-Resolution Approach for Biomolecular Systems.

We present a hybrid quantum mechanics/molecular mechanics/coarse-grained (QM/MM/CG) multiresolution approach for solvated biomolecular systems. The chemically important active-site region is treated at the QM level. The biomolecular environment is described by an atomistic MM force field, and the solvent is modeled with the CG Martini force field using standard or polarizable (pol-CG) water. Interactions within the QM, MM, and CG regions, and between the QM and MM regions, are treated in the usual manner, whereas the CG-MM and CG-QM interactions are evaluated using the virtual sites approach. The accuracy and efficiency of our implementation is tested for two enzymes, chorismate mutase (CM) and p-hydroxybenzoate hydroxylase (PHBH). In CM, the QM/MM/CG potential energy scans along the reaction coordinate yield reaction energies that are too large, both for the standard and polarizable Martini CG water models, which can be attributed to adverse effects of using large CG water beads. The inclusion of an atomistic MM water layer (10 Å for uncharged CG water and 5 Å for polarizable CG water) around the QM region improves the energy profiles compared to the reference QM/MM calculations. In analogous QM/MM/CG calculations on PHBH, the use of the pol-CG description for the outer water does not affect the stabilization of the highly charged FADHOOH-pOHB transition state compared to the fully atomistic QM/MM calculations. Detailed performance analysis in a glycine-water model system indicates that computation times for QM energy and gradient evaluations at the density functional level are typically reduced by 40-70% for QM/MM/CG relative to fully atomistic QM/MM calculations.

[1]  Donald G Truhlar,et al.  Conservative Algorithm for an Adaptive Change of Resolution in Mixed Atomistic/Coarse-Grained Multiscale Simulations. , 2008, Journal of chemical theory and computation.

[2]  Wilfred F van Gunsteren,et al.  A simple, efficient polarizable coarse-grained water model for molecular dynamics simulations. , 2011, The Journal of chemical physics.

[3]  A. Becke Density-functional thermochemistry. III. The role of exact exchange , 1993 .

[4]  Y. M. Rhee,et al.  Simple Method for Simulating the Mixture of Atomistic and Coarse-Grained Molecular Systems. , 2013, Journal of chemical theory and computation.

[5]  L. Nilsson,et al.  Structure and Dynamics of the TIP3P, SPC, and SPC/E Water Models at 298 K , 2001 .

[6]  Walter Thiel,et al.  QM/MM methods for biomolecular systems. , 2009, Angewandte Chemie.

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

[8]  P Mark,et al.  298KでのTIP3P,SPC及びSPC/E水モデルの構造及び動力学 , 2001 .

[9]  A. Mulholland,et al.  A practical guide to modelling enzyme-catalysed reactions. , 2012, Chemical Society reviews.

[10]  Hai Lin,et al.  Recent developments in QM/MM methods towards open-boundary multi-scale simulations , 2015 .

[11]  Walter Thiel,et al.  Solvent Boundary Potentials for Hybrid QM/MM Computations Using Classical Drude Oscillators: A Fully Polarizable Model. , 2012, Journal of chemical theory and computation.

[12]  Alexey A. Sokol,et al.  ChemShell—a modular software package for QM/MM simulations , 2014 .

[13]  Siewert J Marrink,et al.  Hybrid simulations: combining atomistic and coarse-grained force fields using virtual sites. , 2011, Physical chemistry chemical physics : PCCP.

[14]  D. Truhlar,et al.  QM/MM: what have we learned, where are we, and where do we go from here? , 2007 .

[15]  Phillip J Stansfeld,et al.  From Coarse Grained to Atomistic: A Serial Multiscale Approach to Membrane Protein Simulations. , 2011, Journal of chemical theory and computation.

[16]  W. Thiel,et al.  Long-Range Electrostatic Effects in QM/MM Studies of Enzymatic Reactions: Application of the Solvated Macromolecule Boundary Potential. , 2011, Journal of chemical theory and computation.

[17]  Donald Hilvert,et al.  Is chorismate mutase a prototypic entropy trap? - Activation parameters for the Bacillus subtilis enzyme , 1996 .

[18]  K. Kremer,et al.  Adaptive resolution molecular-dynamics simulation: changing the degrees of freedom on the fly. , 2005, The Journal of chemical physics.

[19]  Walter Thiel,et al.  A microiterative intrinsic reaction coordinate method for large QM/MM systems. , 2013, Physical chemistry chemical physics : PCCP.

[20]  Wilfred F van Gunsteren,et al.  Multi-resolution simulation of biomolecular systems: a review of methodological issues. , 2013, Angewandte Chemie.

[21]  Valentina Tozzini,et al.  Coarse-grained models for proteins. , 2005, Current opinion in structural biology.

[22]  Bernd Ensing,et al.  Recent progress in adaptive multiscale molecular dynamics simulations of soft matter. , 2010, Physical chemistry chemical physics : PCCP.

[23]  Adrian J Mulholland,et al.  Analysis of chorismate mutase catalysis by QM/MM modelling of enzyme-catalysed and uncatalysed reactions. , 2011, Organic & biomolecular chemistry.

[24]  Hao Hu,et al.  Free energies of chemical reactions in solution and in enzymes with ab initio quantum mechanics/molecular mechanics methods. , 2008, Annual review of physical chemistry.

[25]  M. W. van der Kamp,et al.  Combined quantum mechanics/molecular mechanics (QM/MM) methods in computational enzymology. , 2013, Biochemistry.

[26]  W. Thiel,et al.  Hybrid Models for Combined Quantum Mechanical and Molecular Mechanical Approaches , 1996 .

[27]  Walter Thiel,et al.  QM/MM Free-Energy Perturbation Compared to Thermodynamic Integration and Umbrella Sampling:  Application to an Enzymatic Reaction. , 2006, Journal of chemical theory and computation.

[28]  Gregory A Voth,et al.  Coarse-graining of multiprotein assemblies. , 2012, Current opinion in structural biology.

[29]  S. C. Rogers,et al.  QUASI: A general purpose implementation of the QM/MM approach and its application to problems in catalysis , 2003 .

[30]  Adrian J Mulholland,et al.  Comparison of ab Initio, DFT, and Semiempirical QM/MM Approaches for Description of Catalytic Mechanism of Hairpin Ribozyme. , 2014, Journal of chemical theory and computation.

[31]  Alexander D. MacKerell,et al.  All-atom empirical potential for molecular modeling and dynamics studies of proteins. , 1998, The journal of physical chemistry. B.

[32]  Tsjerk A. Wassenaar,et al.  Mixing MARTINI: electrostatic coupling in hybrid atomistic-coarse-grained biomolecular simulations. , 2013, The journal of physical chemistry. B.

[33]  H. Senn,et al.  QM/MM Methods for Biological Systems , 2006 .

[34]  Thom Vreven,et al.  Combining Quantum Mechanics Methods with Molecular Mechanics Methods in ONIOM. , 2006, Journal of chemical theory and computation.

[35]  R. Friesner,et al.  Ab initio quantum chemical and mixed quantum mechanics/molecular mechanics (QM/MM) methods for studying enzymatic catalysis. , 2005, Annual review of physical chemistry.

[36]  Walter Thiel,et al.  A General Boundary Potential for Hybrid QM/MM Simulations of Solvated Biomolecular Systems. , 2009, Journal of chemical theory and computation.

[37]  Parr,et al.  Development of the Colle-Salvetti correlation-energy formula into a functional of the electron density. , 1988, Physical review. B, Condensed matter.

[38]  Arieh Warshel,et al.  Coarse-grained (multiscale) simulations in studies of biophysical and chemical systems. , 2011, Annual review of physical chemistry.

[39]  Michele Parrinello,et al.  Energy Conservation in Adaptive Hybrid Atomistic/Coarse-Grain Molecular Dynamics. , 2007, Journal of chemical theory and computation.

[40]  R. Larson,et al.  The MARTINI Coarse-Grained Force Field: Extension to Proteins. , 2008, Journal of chemical theory and computation.

[41]  C. Abrams Concurrent dual-resolution Monte Carlo simulation of liquid methane. , 2005, The Journal of chemical physics.

[42]  Ruibo Wu,et al.  Concerted Cyclization of Lanosterol C-Ring and D-Ring Under Human Oxidosqualene Cyclase Catalysis: An ab Initio QM/MM MD Study. , 2014, Journal of chemical theory and computation.

[43]  A. Becke,et al.  Density-functional exchange-energy approximation with correct asymptotic behavior. , 1988, Physical review. A, General physics.

[44]  Peter M. Kasson,et al.  GROMACS 4.5: a high-throughput and highly parallel open source molecular simulation toolkit , 2013, Bioinform..

[45]  Durba Sengupta,et al.  Polarizable Water Model for the Coarse-Grained MARTINI Force Field , 2010, PLoS Comput. Biol..

[46]  Lars Ridder,et al.  Ab initio QM/MM modeling of the hydroxylation step in p-hydroxybenzoate hydroxylase , 2003 .

[47]  Andreas P. Eichenberger,et al.  Structural effects of an atomic-level layer of water molecules around proteins solvated in supra-molecular coarse-grained water. , 2012, The journal of physical chemistry. B.

[48]  M. Levitt,et al.  Theoretical studies of enzymic reactions: dielectric, electrostatic and steric stabilization of the carbonium ion in the reaction of lysozyme. , 1976, Journal of molecular biology.

[49]  D. Tieleman,et al.  The MARTINI force field: coarse grained model for biomolecular simulations. , 2007, The journal of physical chemistry. B.

[50]  Matej Praprotnik,et al.  Adaptive resolution simulation of an atomistic protein in MARTINI water. , 2014, The Journal of chemical physics.