Comparison Between Empirical Protein Force Fields for the Simulation of the Adsorption Behavior of Structured LK Peptides on Functionalized Surfaces

All-atom empirical molecular mechanics protein force fields, which have been developed to represent the energetics of peptide folding behavior in aqueous solution, have not been parameterized for protein interactions with solid material surfaces. As a result, their applicability for representing the adsorption behavior of proteins with functionalized material surfaces should not be assumed. To address this issue, we conducted replica-exchange molecular dynamics simulations of the adsorption behavior of structured peptides to functionalized surfaces using three protein force fields that are widely used for the simulation of peptide adsorption behavior: CHARMM22, AMBER94, and OPLS-AA. Simulation results for peptide structure both in solution and when adsorbed to the surfaces were compared to experimental results for similar peptide-surface systems to provide a means of evaluating and comparing the performance of these three force fields for this type of application. Substantial differences in both solution and adsorbed peptide conformations were found amongst these three force fields, with the CHARMM22 force field found to most closely match experimental results.

[1]  T. Darden,et al.  Particle mesh Ewald: An N⋅log(N) method for Ewald sums in large systems , 1993 .

[2]  M. Klein,et al.  Molecular dynamics study of the self-assembled monolayer composed of S(CH2)14CH3 molecules using an all-atoms model , 1994 .

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

[4]  M. Klein,et al.  Molecular dynamics simulations of a hydrated protein vectorially oriented on polar and nonpolar soft surfaces. , 2002, Biophysical journal.

[5]  D. Castner,et al.  XPS and ToF-SIMS investigation of alpha-helical and beta-strand peptide adsorption onto SAMs. , 2010, Langmuir : the ACS journal of surfaces and colloids.

[6]  S. Creager,et al.  Determination of the surface pK of carboxylic- and amine-terminated alkanethiols using surface plasmon resonance spectroscopy. , 2008, Langmuir : the ACS journal of surfaces and colloids.

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

[8]  Robert A Latour,et al.  Molecular simulation to characterize the adsorption behavior of a fibrinogen gamma-chain fragment. , 2005, Langmuir : the ACS journal of surfaces and colloids.

[9]  Nadeem A. Vellore,et al.  Development of molecular simulation methods to accurately represent protein-surface interactions: The effect of pressure and its determination for a system with constrained atoms , 2010, Biointerphases.

[10]  M. Klein,et al.  Molecular dynamics simulations of a protein on hydrophobic and hydrophilic surfaces. , 1996, Biophysical journal.

[11]  Larry L Hench,et al.  A theoretical analysis of the thermodynamic contributions for the adsorption of individual protein residues on functionalized surfaces. , 2002, Biomaterials.

[12]  Nadeem A. Vellore,et al.  Development of molecular simulation methods to accurately represent protein-surface interactions: Method assessment for the calculation of electrostatic effects , 2009, Biointerphases.

[13]  P. Argos,et al.  Knowledge‐based protein secondary structure assignment , 1995, Proteins.

[14]  Denis J. Evans,et al.  The Nose–Hoover thermostat , 1985 .

[15]  William F. DeGrado,et al.  Induction of peptide conformation at apolar water interfaces. 1. A study with model peptides of defined hydrophobic periodicity , 1985 .

[16]  W. L. Jorgensen,et al.  Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids , 1996 .

[17]  W. C. Swope,et al.  A computer simulation method for the calculation of equilibrium constants for the formation of physi , 1981 .

[18]  Teresa Head-Gordon,et al.  How hot? Systematic convergence of the replica exchange method using multiple reservoirs , 2009, J. Comput. Chem..

[19]  C. Branden,et al.  Introduction to protein structure , 1991 .

[20]  Alan Grossfield,et al.  Convergence of molecular dynamics simulations of membrane proteins , 2007, Proteins.

[21]  M. Baaden,et al.  Conformational sampling and dynamics of membrane proteins from 10‐nanosecond computer simulations , 2004, Proteins.

[22]  Chris Oostenbrink,et al.  A biomolecular force field based on the free enthalpy of hydration and solvation: The GROMOS force‐field parameter sets 53A5 and 53A6 , 2004, J. Comput. Chem..

[23]  M. Grunze Preparation and characterization of self-assembled organic films on solid substrates , 1993 .

[24]  Alexander D. MacKerell,et al.  Extending the treatment of backbone energetics in protein force fields: Limitations of gas‐phase quantum mechanics in reproducing protein conformational distributions in molecular dynamics simulations , 2004, J. Comput. Chem..

[25]  Alan E. Mark,et al.  The GROMOS96 Manual and User Guide , 1996 .

[26]  Roberto C. Salvarezza,et al.  Surface characterization of sulfur and alkanethiol self-assembled monolayers on Au(111) , 2006 .

[27]  Robert A Latour,et al.  Molecular dynamics simulations of peptide-surface interactions. , 2005, Langmuir : the ACS journal of surfaces and colloids.

[28]  D. Castner,et al.  Assembly and structure of α-helical peptide films on hydrophobic fluorocarbon surfaces , 2010, Biointerphases.

[29]  G. Drobny,et al.  A solid-state deuterium NMR and sum-frequency generation study of the side-chain dynamics of peptides adsorbed onto surfaces. , 2009, Journal of the American Chemical Society.

[30]  Conrad C. Huang,et al.  UCSF Chimera—A visualization system for exploratory research and analysis , 2004, J. Comput. Chem..

[31]  Shaoyi Jiang,et al.  Molecular simulation study of water interactions with oligo (ethylene glycol)-terminated alkanethiol self-assembled monolayers. , 2004, Langmuir : the ACS journal of surfaces and colloids.

[32]  D. Castner,et al.  Probing the orientation and conformation of alpha-helix and beta-strand model peptides on self-assembled monolayers using sum frequency generation and NEXAFS spectroscopy. , 2010, Langmuir : the ACS journal of surfaces and colloids.

[33]  A. Roitberg,et al.  All-atom structure prediction and folding simulations of a stable protein. , 2002, Journal of the American Chemical Society.

[34]  M. Karplus,et al.  CHARMM: A program for macromolecular energy, minimization, and dynamics calculations , 1983 .

[35]  G. Ciccotti,et al.  Numerical Integration of the Cartesian Equations of Motion of a System with Constraints: Molecular Dynamics of n-Alkanes , 1977 .

[36]  Jun Wang,et al.  All‐atom replica exchange molecular simulation of protein BBL , 2008, Proteins.

[37]  Y. Sugita,et al.  Replica-exchange molecular dynamics method for protein folding , 1999 .

[38]  G. Drobny,et al.  Sum frequency generation and solid-state NMR study of the structure, orientation, and dynamics of polystyrene-adsorbed peptides , 2010, Proceedings of the National Academy of Sciences.

[39]  Chun Wu,et al.  Convergence of replica exchange molecular dynamics. , 2005, The Journal of chemical physics.

[40]  A. Leach Molecular Modelling: Principles and Applications , 1996 .

[41]  Michael Feig,et al.  MMTSB Tool Set: enhanced sampling and multiscale modeling methods for applications in structural biology. , 2004, Journal of molecular graphics & modelling.

[42]  Robert A. Latour,et al.  Theoretical analysis of adsorption thermodynamics for hydrophobic peptide residues on SAM surfaces of varying functionality , 2002 .

[43]  Shaoyi Jiang,et al.  Molecular Simulation Studies of the Orientation and Conformation of Cytochrome c Adsorbed on Self-Assembled Monolayers , 2004 .

[44]  Shoji Takada,et al.  Secondary structure provides a template for the folding of nearby polypeptides , 2006, Proceedings of the National Academy of Sciences.

[45]  B. Brooks,et al.  Effect of Electrostatic Force Truncation on Interfacial and Transport Properties of Water , 1996 .

[46]  G. Somorjai,et al.  Side Chain, Chain Length, and Sequence Effects on Amphiphilic Peptide Adsorption at Hydrophobic and Hydrophilic Surfaces Studied by Sum-Frequency Generation Vibrational Spectroscopy and Quartz Crystal Microbalance , 2007 .

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

[48]  K. Kuczera,et al.  Equilibrium structure and folding of a helix-forming peptide: circular dichroism measurements and replica-exchange molecular dynamics simulations. , 2004, Biophysical journal.

[49]  M. Klein,et al.  Molecular dynamics investigations of self-assembled monolayers , 1991 .