The multiscale coarse-graining method. V. Isothermal-isobaric ensemble.

The multiscale coarse-graining (MS-CG) method is a method for determining the effective potential energy function for a coarse-grained (CG) model of a system using the data obtained from molecular dynamics simulation of the corresponding atomically detailed model. The MS-CG method, as originally formulated for systems at constant volume, has previously been given a rigorous statistical mechanical basis for the canonical ensemble. Here, we propose and test a version of the MS-CG method suitable for the isothermal-isobaric ensemble. The method shows how to construct an effective potential energy function for a CG system that generates the correct volume fluctuations as well as correct distribution functions in the configuration space of the CG sites. The formulation of the method requires introduction of an explicitly volume dependent term in the potential energy function of the CG system. The theory is applicable to simulations with isotropic volume fluctuations and cases where both the atomistic and CG models do not have any intramolecular constraints, but it is straightforward to extend the theory to more general cases. The present theory deals with systems that have short ranged interactions. (The extension to Coulombic forces using Ewald methods requires additional considerations.) We test the theory for constant pressure MS-CG simulations of a simple model of a solution. We show that both the volume dependent and the coordinate dependent parts of the potential are transferable to larger systems than the one used to obtain these potentials.

[1]  E. Hairer,et al.  Geometric Numerical Integration: Structure Preserving Algorithms for Ordinary Differential Equations , 2004 .

[2]  A polarizable coarse-grained water model for coarse-grained proteins simulations , 2009 .

[3]  W. Goddard,et al.  M3B: A Coarse Grain Force Field for Molecular Simulations of Malto-Oligosaccharides and Their Water Mixtures , 2004 .

[4]  Reinier L. C. Akkermans,et al.  A structure-based coarse-grained model for polymer melts , 2001 .

[5]  Gregory A. Voth,et al.  Systematic coarse-graining of a multicomponent lipid bilayer. , 2009, The journal of physical chemistry. B.

[6]  Robert E. Rudd,et al.  COARSE-GRAINED MOLECULAR DYNAMICS AND THE ATOMIC LIMIT OF FINITE ELEMENTS , 1998 .

[7]  Ioannis G. Kevrekidis,et al.  Equation-free: The computer-aided analysis of complex multiscale systems , 2004 .

[8]  R. Pandey,et al.  Residue energy and mobility in sequence to global structure and dynamics of a HIV-1 protease (1DIFA) by a coarse-grained Monte Carlo simulation. , 2009, The Journal of chemical physics.

[9]  J. Banavar,et al.  Computer Simulation of Liquids , 1988 .

[10]  H. C. Andersen Molecular dynamics simulations at constant pressure and/or temperature , 1980 .

[11]  M. Levitt A simplified representation of protein conformations for rapid simulation of protein folding. , 1976, Journal of molecular biology.

[12]  J. M. Sanz-Serna,et al.  Numerical Hamiltonian Problems , 1994 .

[13]  Qiang Shi,et al.  Mixed atomistic and coarse-grained molecular dynamics: simulation of a membrane-bound ion channel. , 2006, The journal of physical chemistry. B.

[14]  Gregory A Voth,et al.  Systematic coarse-graining of nanoparticle interactions in molecular dynamics simulation. , 2005, The journal of physical chemistry. B.

[15]  Michael L. Klein,et al.  Coarse grain models and the computer simulation of soft materials , 2004 .

[16]  N. Go,et al.  Noninteracting local‐structure model of folding and unfolding transition in globular proteins. I. Formulation , 1981, Biopolymers.

[17]  T. Head-Gordon,et al.  Minimalist models for protein folding and design. , 2003, Current opinion in structural biology.

[18]  Gregory A Voth,et al.  Multiscale modeling of biomolecular systems: in serial and in parallel. , 2007, Current opinion in structural biology.

[19]  Gregory A Voth,et al.  Multiscale coarse-graining of ionic liquids. , 2006, The journal of physical chemistry. B.

[20]  J. Andrew McCammon,et al.  A coarse grained model for the dynamics of flap opening in HIV-1 protease , 2005 .

[21]  Avisek Das,et al.  The multiscale coarse-graining method. III. A test of pairwise additivity of the coarse-grained potential and of new basis functions for the variational calculation. , 2009, The Journal of chemical physics.

[22]  Zhiyong Zhang,et al.  Coarse-Graining Protein Structures With Local Multivariate Features from Molecular Dynamics , 2008, The journal of physical chemistry. B.

[23]  Berend Smit,et al.  Molecular Dynamics Simulations , 2002 .

[24]  Gregory A Voth,et al.  A multiscale coarse-graining method for biomolecular systems. , 2005, The journal of physical chemistry. B.

[25]  Gregory A Voth,et al.  The multiscale coarse-graining method. II. Numerical implementation for coarse-grained molecular models. , 2008, The Journal of chemical physics.

[26]  R. Jernigan,et al.  Estimation of effective interresidue contact energies from protein crystal structures: quasi-chemical approximation , 1985 .

[27]  J. Straub,et al.  Orientational potentials extracted from protein structures improve native fold recognition , 2004, Protein science : a publication of the Protein Society.

[28]  A. Liwo,et al.  Cumulant-based expressions for the multibody terms for the correlation between local and electrostatic interactions in the united-residue force field , 2001 .

[29]  Holger Gohlke,et al.  A natural coarse graining for simulating large biomolecular motion. , 2006, Biophysical journal.

[30]  G. Phillips,et al.  Optimization and evaluation of a coarse-grained model of protein motion using x-ray crystal data. , 2006, Biophysical journal.

[31]  Marcus Mueller,et al.  Biological and synthetic membranes: What can be learned from a coarse-grained description? , 2006 .

[32]  Michael L. Klein,et al.  A coarse grain model for n-alkanes parameterized from surface tension data , 2003 .

[33]  Gregory A Voth,et al.  Multiscale coarse graining of liquid-state systems. , 2005, The Journal of chemical physics.

[34]  A. Lyubartsev,et al.  Calculation of effective interaction potentials from radial distribution functions: A reverse Monte Carlo approach. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[35]  Zesheng Li,et al.  An automatic coarse-graining and fine-graining simulation method: application on polyethylene. , 2006, The journal of physical chemistry. B.

[36]  Gregory A Voth,et al.  Coarse-grained peptide modeling using a systematic multiscale approach. , 2007, Biophysical journal.

[37]  Gregory A. Voth,et al.  The multiscale coarse-graining method. I. A rigorous bridge between atomistic and coarse-grained models. , 2008, The Journal of chemical physics.

[38]  Dirk Reith,et al.  Deriving effective mesoscale potentials from atomistic simulations , 2002, J. Comput. Chem..

[39]  G. Voth,et al.  A new perspective on the coarse-grained dynamics of fluids. , 2004, The Journal of chemical physics.

[40]  J. Kress,et al.  Coarse-grained rigid blob model for soft matter simulations. , 2005, The Journal of chemical physics.

[41]  Kurt Kremer,et al.  Dual-resolution coarse-grained simulation of the bisphenol-A-polycarbonate/nickel interface. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[42]  Brian B. Laird,et al.  Symplectic algorithm for constant-pressure molecular dynamics using a Nosé–Poincaré thermostat , 2000 .

[43]  William H. Press,et al.  The Art of Scientific Computing Second Edition , 1998 .

[44]  I. R. Mcdonald,et al.  NpT-ensemble Monte Carlo calculations for binary liquid mixtures , 2002 .

[45]  Sergei Izvekov,et al.  Multiscale Coarse-Graining of Mixed Phospholipid/Cholesterol Bilayers. , 2006, Journal of chemical theory and computation.

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

[47]  Jianpeng Ma,et al.  A minimalist network model for coarse-grained normal mode analysis and its application to biomolecular x-ray crystallography , 2008, Proceedings of the National Academy of Sciences.

[48]  Ruth Nussinov,et al.  Coarse-graining the Self-assembly of β-helical Protein Building Blocks , 2007 .

[49]  G. Voth Coarse-Graining of Condensed Phase and Biomolecular Systems , 2008 .

[50]  I. Bahar,et al.  Coarse-grained normal mode analysis in structural biology. , 2005, Current opinion in structural biology.

[51]  R. C. Reeder,et al.  A Coarse Grain Model for Phospholipid Simulations , 2001 .

[52]  Berend Smit,et al.  Understanding molecular simulation: from algorithms to applications , 1996 .

[53]  Magdalena A. Jonikas,et al.  Coarse-grained modeling of large RNA molecules with knowledge-based potentials and structural filters. , 2009, RNA.

[54]  Jeremy C. Smith,et al.  REACH coarse-grained biomolecular simulation: transferability between different protein structural classes. , 2008, Biophysical journal.

[55]  A. Mark,et al.  Coarse grained model for semiquantitative lipid simulations , 2004 .

[56]  Jun-ichi Takimoto,et al.  A coarse-graining procedure for flexible polymer chains with bonded and nonbonded interactions , 2002 .

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

[58]  Gregory A Voth,et al.  Allostery of actin filaments: molecular dynamics simulations and coarse-grained analysis. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[59]  Haruo Abe,et al.  Noninteracting local‐structure model of folding and unfolding transition in globular proteins. II. Application to two‐dimensional lattice proteins , 1981, Biopolymers.

[60]  Syma Khalid,et al.  Coarse-grained molecular dynamics simulations of membrane proteins and peptides. , 2007, Journal of structural biology.

[61]  Pengyu Y. Ren,et al.  Generalized coarse-grained model based on point multipole and Gay-Berne potentials. , 2006, The Journal of chemical physics.

[62]  Klaus Schulten,et al.  Coarse grained protein-lipid model with application to lipoprotein particles. , 2006, The journal of physical chemistry. B.

[63]  Gregory A Voth,et al.  Peptide folding using multiscale coarse-grained models. , 2008, The journal of physical chemistry. B.

[64]  A. Liwo,et al.  Parametrization of Backbone−Electrostatic and Multibody Contributions to the UNRES Force Field for Protein-Structure Prediction from Ab Initio Energy Surfaces of Model Systems† , 2004 .