Efficient treatment of solvation shells in 3D molecular theory of solvation

We developed a technique to decrease memory requirements when solving the integral equations of three‐dimensional (3D) molecular theory of solvation, a.k.a. 3D reference interaction site model (3D‐RISM), using the modified direct inversion in the iterative subspace (MDIIS) numerical method of generalized minimal residual type. The latter provides robust convergence, in particular, for charged systems and electrolyte solutions with strong associative effects for which damped iterations do not converge. The MDIIS solver (typically, with 2 × 10 iterative vectors of argument and residual for fast convergence) treats the solute excluded volume (core), while handling the solvation shells in the 3D box with two vectors coupled with MDIIS iteratively and incorporating the electrostatic asymptotics outside the box analytically. For solvated systems from small to large macromolecules and solid–liquid interfaces, this results in 6‐ to 16‐fold memory reduction and corresponding CPU load decrease in MDIIS. We illustrated the new technique on solvated systems of chemical and biomolecular relevance with different dimensionality, both in ambient water and aqueous electrolyte solution, by solving the 3D‐RISM equations with the Kovalenko–Hirata (KH) closure, and the hypernetted chain (HNC) closure where convergent. This core–shell‐asymptotics technique coupling MDIIS for the excluded volume core with iteration of the solvation shells converges as efficiently as MDIIS for the whole 3D box and yields the solvation structure and thermodynamics without loss of accuracy. Although being of benefit for solutes of any size, this memory reduction becomes critical in 3D‐RISM calculations for large solvated systems, such as macromolecules in solution with ions, ligands, and other cofactors. © 2012 Wiley Periodicals, Inc.

[1]  R. Levy,et al.  Ionic association in methanol and related solvents: an extended RISM analysis , 1987 .

[2]  David Chandler,et al.  Density functional theory of nonuniform polyatomic systems. I. General formulation , 1986 .

[3]  B. Montgomery Pettitt,et al.  Integral equation predictions of liquid state structure for waterlike intermolecular potentials , 1982 .

[4]  A. Kovalenko,et al.  Self-consistent combination of the three-dimensional RISM theory of molecular solvation with analytical gradients and the Amsterdam density functional package. , 2006 .

[5]  A. Kovalenko,et al.  Microtubule stability studied by three-dimensional molecular theory of solvation. , 2007, Biophysical journal.

[6]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[7]  B. Montgomery Pettitt,et al.  A site-site theory for finite concentration saline solutions , 1992 .

[8]  Fumio Hirata,et al.  Potential of Mean Force between Two Molecular Ions in a Polar Molecular Solvent: A Study by the Three-Dimensional Reference Interaction Site Model , 1999 .

[9]  Benoît Roux,et al.  An Integral Equation To Describe the Solvation of Polar Molecules in Liquid Water , 1997 .

[10]  Andriy Kovalenko,et al.  Modeling solvatochromic shifts using the orbital-free embedding potential at statistically mechanically averaged solvent density. , 2010, The journal of physical chemistry. A.

[11]  F. Hirata,et al.  Theoretical study for volume changes associated with the helix-coil transition of peptides. , 2001, Biopolymers.

[12]  Benoît Roux,et al.  NUMERICAL SOLUTION OF THE HYPERNETTED CHAIN EQUATION FOR A SOLUTE OF ARBITRARY GEOMETRY IN THREE DIMENSIONS , 1995 .

[13]  Andriy Kovalenko,et al.  Calculation of local water densities in biological systems: a comparison of molecular dynamics simulations and the 3D-RISM-KH molecular theory of solvation. , 2011, The journal of physical chemistry. B.

[14]  Andriy Kovalenko,et al.  Hydration effects on the HET-s prion and amyloid-beta fibrillous aggregates, studied with three-dimensional molecular theory of solvation. , 2008, Biophysical journal.

[15]  H. Fenniri,et al.  Molecular basis for water-promoted supramolecular chirality inversion in helical rosette nanotubes. , 2007, Journal of the American Chemical Society.

[16]  J. Rasaiah,et al.  Solvent Structure, Dynamics, and Ion Mobility in Aqueous Solutions at 25 °C , 1998 .

[17]  K. Arakawa,et al.  Critical behavior of the correlation function of fluids composed of polar diatomic molecules. , 1986 .

[18]  H. Fenniri,et al.  Helical rosette nanotubes with tunable stability and hierarchy. , 2005, Journal of the American Chemical Society.

[19]  F. Hirata,et al.  Three-dimensional density profiles of water in contact with a solute of arbitrary shape: a RISM approach , 1998 .

[20]  Andriy Kovalenko,et al.  Multiscale methods for nanochemistry and biophysics in solution , 2011 .

[21]  A. Kovalenko,et al.  Evaluation of the SCF Combination of KS-DFT and 3D-RISM-KH; Solvation Effect on Conformational Equilibria, Tautomerization Energies, and Activation Barriers. , 2007, Journal of chemical theory and computation.

[22]  平田 文男 Molecular theory of solvation , 2003 .

[23]  Yuichi Harano,et al.  Theoretical study for partial molar volume of amino acids and polypeptides by the three-dimensional reference interaction site model , 2001 .

[24]  H. Fenniri,et al.  Structural water drives self-assembly of organic rosette nanotubes and holds host atoms in the channel. , 2010, Chemphyschem : a European journal of chemical physics and physical chemistry.

[25]  David Chandler,et al.  Density functional theory of nonuniform polyatomic systems. II: Rational closures for integral equations , 1986 .

[26]  Gillian C. Lynch,et al.  Protein solvation from theory and simulation: Exact treatment of Coulomb interactions in three-dimensional theories. , 2010, The Journal of chemical physics.

[27]  Andriy Kovalenko,et al.  Association thermodynamics and conformational stability of beta-sheet amyloid beta(17-42) oligomers: effects of E22Q (Dutch) mutation and charge neutralization. , 2010, Biophysical journal.

[28]  R. P. Bell,et al.  Modern Electrochemistry , 1966, Nature.

[29]  Noriyuki Minezawa,et al.  Efficient implementation of three-dimensional reference interaction site model self-consistent-field method: application to solvatochromic shift calculations. , 2007, The Journal of chemical physics.

[30]  Fumio Hirata,et al.  Potentials of mean force of simple ions in ambient aqueous solution. I. Three-dimensional reference interaction site model approach , 2000 .

[31]  Y. Saad,et al.  GMRES: a generalized minimal residual algorithm for solving nonsymmetric linear systems , 1986 .

[32]  Andriy Kovalenko,et al.  An MM/3D-RISM approach for ligand binding affinities. , 2010, The journal of physical chemistry. B.

[33]  A. Kovalenko,et al.  Theoretical Modeling of Zeolite Nanoparticle Surface Acidity for Heavy Oil Upgrading , 2008 .

[34]  Masaru Yoshida,et al.  Molecular theory of solvation for supramolecules and soft matter structures: application to ligand binding, ion channels, and oligomeric polyelectrolyte gelators , 2012 .

[35]  P. Pulay Convergence acceleration of iterative sequences. the case of scf iteration , 1980 .

[36]  Fumio Hirata,et al.  Solution of three‐dimensional reference interaction site model and hypernetted chain equations for simple point charge water by modified method of direct inversion in iterative subspace , 1999 .

[37]  A. Kovalenko,et al.  Modelling of bitumen fragment adsorption on Cu+ and Ag+ exchanged zeolite nanoparticles , 2008 .

[38]  W. L. Jorgensen,et al.  The OPLS [optimized potentials for liquid simulations] potential functions for proteins, energy minimizations for crystals of cyclic peptides and crambin. , 1988, Journal of the American Chemical Society.

[39]  B. Pettitt,et al.  An Integral Equation Study of the Hydrophobic Interaction between Graphene Plates. , 2008, Journal of chemical theory and computation.

[40]  Fumio Hirata,et al.  Potentials of mean force of simple ions in ambient aqueous solution. II. Solvation structure from the three-dimensional reference interaction site model approach, and comparison with simulations , 2000 .

[41]  Carlos Simmerling,et al.  Three-dimensional molecular theory of solvation coupled with molecular dynamics in Amber. , 2010, Journal of chemical theory and computation.

[42]  John B. Shoven,et al.  I , Edinburgh Medical and Surgical Journal.

[43]  S. Yip,et al.  Molecular dynamics simulation of the concentration-dependent dielectric constants of aqueous nacl solutions , 1988 .

[44]  Andriy Kovalenko,et al.  3D-RISM-KH approach for biomolecular modelling at nanoscale: thermodynamics of fibril formation and beyond , 2010 .

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

[46]  J. Kirkwood,et al.  The Statistical Mechanical Theory of Solutions. I , 1951 .

[47]  Fumio Hirata,et al.  Self-consistent description of a metal–water interface by the Kohn–Sham density functional theory and the three-dimensional reference interaction site model , 1999 .