Molecular modeling of protein materials: case study of elastin

Molecular modeling of protein materials is a quickly growing area of research that has produced numerous contributions in fields ranging from structural engineering to medicine and biology. We review here the history and methods commonly employed in molecular modeling of protein materials, emphasizing the advantages for using modeling as a complement to experimental work. We then consider a case study of the protein elastin, a critically important ?mechanical protein? to exemplify the approach in an area where molecular modeling has made a significant impact. We outline the progression of computational modeling studies that have considerably enhanced our understanding of this important protein which endows elasticity and recoil to the tissues it is found in, including the skin, lungs, arteries and the heart. A vast collection of literature has been directed at studying the structure and function of this protein for over half a century, the first molecular dynamics study of elastin being reported in the 1980s. We review the pivotal computational works that have considerably enhanced our fundamental understanding of elastin's atomistic structure and its extraordinary qualities?focusing on two in particular: elastin's superb elasticity and the inverse temperature transition?the remarkable ability of elastin to take on a more structured conformation at higher temperatures, suggesting its effectiveness as a biomolecular switch. Our hope is to showcase these methods as both complementary and enriching to experimental approaches that have thus far dominated the study of most protein-based materials.

[1]  N. Metropolis,et al.  The Monte Carlo method. , 1949 .

[2]  N. Metropolis,et al.  Equation of State Calculations by Fast Computing Machines , 1953, Resonance.

[3]  B. Alder,et al.  Phase Transition for a Hard Sphere System , 1957 .

[4]  P. Flory,et al.  The Elastic Properties of Elastin1,2 , 1958 .

[5]  Aneesur Rahman,et al.  Correlations in the Motion of Atoms in Liquid Argon , 1964 .

[6]  L. Verlet Computer "Experiments" on Classical Fluids. I. Thermodynamical Properties of Lennard-Jones Molecules , 1967 .

[7]  D. Urry,et al.  Coacervation of α-elastin results in fiber formation , 1973 .

[8]  P J Flory,et al.  The elastic properties of elastin , 1974, Biopolymers.

[9]  John M. Gosline,et al.  Reversible structural changes in a hydrophobic protein, elastin, as indicated by fluorescence probe analysis , 1975 .

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

[11]  D. Urry,et al.  Cyclic analog of elastin polyhexapeptide exhibits an inverse temperature transition leading to crystallization. , 1978, The Journal of biological chemistry.

[12]  J. Gosline,et al.  The temperature‐dependent swelling of elastin , 1978, Biopolymers.

[13]  J. Gosline,et al.  Dynamic mechanical properties of elastin , 1979, Biopolymers.

[14]  Howard Einspahr,et al.  Crystal structure and conformation of the cyclic trimer of a repeat pentapeptide of elastin, cyclo-(L-valyl-L-prolylglycyl-L-valylglycyl)3 , 1980 .

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

[16]  Nuclear magnetic resonance and conformational energy calculations of repeat peptides of elastin. Conformational characterization of cyclopentadecapeptide cyclo-(L-Val-L-Pro-Gly-L-Val-Gly)3 , 1981 .

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

[18]  S. Nosé A unified formulation of the constant temperature molecular dynamics methods , 1984 .

[19]  H. Berendsen,et al.  Molecular dynamics with coupling to an external bath , 1984 .

[20]  M. Baskes,et al.  Embedded-atom method: Derivation and application to impurities, surfaces, and other defects in metals , 1984 .

[21]  Hoover,et al.  Canonical dynamics: Equilibrium phase-space distributions. , 1985, Physical review. A, General physics.

[22]  Dan W. Urry,et al.  Free energy (chemomechanical) transduction in elastomeric polypeptides by chemical potential modulation of an inverse temperature transition , 1988 .

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

[24]  Dan W. Urry,et al.  Entropic elastic processes in protein mechanisms. I. Elastic structure due to an inverse temperature transition and elasticity due to internal chain dynamics , 1988, Journal of protein chemistry.

[25]  Dan W. Urry,et al.  Molecular dynamics calculations on relaxed and extended states of the polypentapeptide of elastin , 1988 .

[26]  F. Salemme,et al.  A molecular dynamics investigation of the elastomeric restoring force in elastin , 1990, Biopolymers.

[27]  S. L. Mayo,et al.  DREIDING: A generic force field for molecular simulations , 1990 .

[28]  K. Chou,et al.  Simulated annealing approach to the study of protein structures. , 1991, Protein engineering.

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

[30]  T. M. Parker,et al.  Differential scanning calorimetry studies of NaCl effect on the inverse temperature transition of some elastin‐based polytetra‐, polypenta‐, and polynonapeptides , 1991, Biopolymers.

[31]  D. Urry Free energy transduction in polypeptides and proteins based on inverse temperature transitions. , 1992, Progress in biophysics and molecular biology.

[32]  Dan W. Urry,et al.  Molecular Machines: How Motion and Other Functions of Living Organisms Can Result from Reversible Chemical Changes , 1993 .

[33]  Wilfred F. van Gunsteren,et al.  The computation of a potential of mean force: Choice of the biasing potential in the umbrella sampling technique , 1994 .

[34]  Dan W. Urry,et al.  Elastic Biomolecular Machines , 1995 .

[35]  R. Pierce,et al.  Developmental Regulation of Elastin Production. , 1995, The Journal of Biological Chemistry.

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

[37]  M. Springborg Density-functional methods in chemistry and materials science , 1997 .

[38]  A. Voter Hyperdynamics: Accelerated Molecular Dynamics of Infrequent Events , 1997 .

[39]  A. Weiss,et al.  Biochemistry of tropoelastin. , 1998, European journal of biochemistry.

[40]  A. Rees,et al.  Short elastin-like peptides exhibit the same temperature-induced structural transitions as elastin polymers: implications for protein engineering. , 1998, Journal of molecular biology.

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

[42]  C. Cramer,et al.  Implicit Solvation Models: Equilibria, Structure, Spectra, and Dynamics. , 1999, Chemical reviews.

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

[44]  L. Debelle,et al.  The structures of elastins and their function. , 1999, Biochimie.

[45]  A. Rees,et al.  An engineered minidomain containing an elastin turn exhibits a reversible temperature-induced IgG binding. , 1999, Biochemistry.

[46]  B J Bennion,et al.  Hydrophobic hydration is an important source of elasticity in elastin-based biopolymers. , 2001, Journal of the American Chemical Society.

[47]  P. Deymier,et al.  Properties of liquid nickel: A critical comparison of EAM and MEAM calculations , 2001 .

[48]  V. Daggett,et al.  The molecular basis for the inverse temperature transition of elastin. , 2001, Journal of molecular biology.

[49]  Bin Li,et al.  Stabilization of globular proteins via introduction of temperature-activated elastin-based switches. , 2002, Structure.

[50]  J. Gosline,et al.  Elastic proteins: biological roles and mechanical properties. , 2002, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[51]  Subra Suresh,et al.  The biomechanics toolbox: experimental approaches for living cells and biomolecules , 2003 .

[52]  Alexander D. MacKerell Empirical force fields for biological macromolecules: Overview and issues , 2004, J. Comput. Chem..

[53]  D. Marx,et al.  Temperature-dependent conformational transitions and hydrogen-bond dynamics of the elastin-like octapeptide GVG(VPGVG): a molecular-dynamics study. , 2004, Biophysical journal.

[54]  D. Marx,et al.  Folding and unfolding of an elastinlike oligopeptide: "inverse temperature transition," reentrance, and hydrogen-bond dynamics. , 2004, Physical review letters.

[55]  Steven G Wise,et al.  Specificity in the coacervation of tropoelastin: solvent exposed lysines. , 2005, Journal of structural biology.

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

[57]  Chwee Teck Lim,et al.  Experimental techniques for single cell and single molecule biomechanics , 2006 .

[58]  D. Marx,et al.  Inverse temperature transition of a biomimetic elastin model: reactive flux analysis of folding/unfolding and its coupling to solvent dielectric relaxation. , 2006, The journal of physical chemistry. B.

[59]  Sarah Rauscher,et al.  Proline and glycine control protein self-organization into elastomeric or amyloid fibrils. , 2006, Structure.

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

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

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

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

[64]  Markus J. Buehler,et al.  Atomistic Modeling of Materials Failure , 2008 .

[65]  C. Venkatachalam,et al.  A librational entropy mechanism for elastomers with repeating peptide sequences in helical array , 2009 .

[66]  Gregory A Voth,et al.  Systematic multiscale simulation of membrane protein systems. , 2009, Current opinion in structural biology.

[67]  A. Weiss,et al.  Engineered tropoelastin and elastin-based biomaterials. , 2009, Advances in protein chemistry and structural biology.

[68]  Elastin-based materials. , 2010, Chemical Society reviews.

[69]  I. Bahar,et al.  Normal mode analysis of biomolecular structures: functional mechanisms of membrane proteins. , 2010, Chemical reviews.

[70]  H. Arkin,et al.  How conformational transition depends on hydrophobicity of elastin-like polypeptides , 2010, The European physical journal. E, Soft matter.

[71]  D. Kaplan,et al.  Tunable self-assembly of genetically engineered silk--elastin-like protein polymers. , 2011, Biomacromolecules.

[72]  B Montgomery Pettitt,et al.  The binding process of a nonspecific enzyme with DNA. , 2011, Biophysical journal.

[73]  A. Weiss,et al.  Elastin as a nonthrombogenic biomaterial. , 2011, Tissue engineering. Part B, Reviews.

[74]  A. Oberhauser,et al.  Shape of tropoelastin, the highly extensible protein that controls human tissue elasticity , 2011, Proceedings of the National Academy of Sciences.

[75]  G. Boutis,et al.  Thermal hysteresis in the backbone and side-chain dynamics of the elastin mimetic peptide [VPGVG]3 revealed by 2H NMR. , 2012, The journal of physical chemistry. B.

[76]  T. Franosch,et al.  Anomalous transport in the crowded world of biological cells , 2013, Reports on progress in physics. Physical Society.