Molecular modelling of peptide folding, misfolding and aggregation phenomena

Abstract In this article we present computer modelling studies using classical molecular dynamics techniques and their derivative methods such as umbrella sampling and bias-exchange metadynamics to investigate protein folding, misfolding and aggregation behaviour under various conditions. The effects of oxidation, mutation and lipid concentrations on the structure and dynamics of a peptide model were investigated in detail. The relative stability of pre-formed fibrils and the effect of termini charge were studied to elucidate the initial stages of fibril formation. Using computational techniques we were able to identify key conformational features and kinetic mechanisms relevant to the fibrillation propensities of the peptide models. Here we present applications related to two important proteins–insulin and apolipoprotein C-II (ApoC-II).

[1]  A. Frensdorff,et al.  A study of the fine structure of the amyloid associated with familial Mediterranean fever. , 1962, The American journal of pathology.

[2]  M. Weiss,et al.  In Vitro Refolding of Human Proinsulin , 2003, The Journal of Biological Chemistry.

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

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

[5]  Feng Ding,et al.  iFold: a platform for interactive folding simulations of proteins , 2006, Bioinform..

[6]  E J Dodson,et al.  X-ray analysis of the single chain B29-A1 peptide-linked insulin molecule. A completely inactive analogue. , 1991, Journal of molecular biology.

[7]  Markus Meuwly,et al.  A comparison of the dynamic behavior of monomeric and dimeric insulin shows structural rearrangements in the active monomer. , 2004, Journal of molecular biology.

[8]  J. Ponder,et al.  Force fields for protein simulations. , 2003, Advances in protein chemistry.

[9]  R. Havel,et al.  Cofactor activity of protein components of human very low density lipoproteins in the hydrolysis of triglycerides by lipoproteins lipase from different sources. , 1973, Biochemistry.

[10]  R. Nussinov,et al.  The sequence dependence of fiber organization. A comparative molecular dynamics study of the islet amyloid polypeptide segments 22-27 and 22-29. , 2003, Journal of molecular biology.

[11]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[12]  Jianpeng Ma,et al.  Usefulness and limitations of normal mode analysis in modeling dynamics of biomolecular complexes. , 2005, Structure.

[13]  A. Laio,et al.  Assessing the accuracy of metadynamics. , 2005, The journal of physical chemistry. B.

[14]  Bojan Zagrovic,et al.  Solvent viscosity dependence of the folding rate of a small protein: Distributed computing study , 2003, J. Comput. Chem..

[15]  Yawen Bai,et al.  The folding pathway of T4 lysozyme: the high-resolution structure and folding of a hidden intermediate. , 2007, Journal of molecular biology.

[16]  H. Treutlein,et al.  Effect of frequency on insulin response to electric field stress. , 2007, The journal of physical chemistry. B.

[17]  P. Kollman,et al.  Pathways to a protein folding intermediate observed in a 1-microsecond simulation in aqueous solution. , 1998, Science.

[18]  H. Treutlein,et al.  Protein flexibility: multiple molecular dynamics simulations of insulin chain B. , 2006, Biophysical chemistry.

[19]  O. Berger,et al.  Molecular dynamics simulations of a fluid bilayer of dipalmitoylphosphatidylcholine at full hydration, constant pressure, and constant temperature. , 1997, Biophysical journal.

[20]  H. G. Petersen Accuracy and efficiency of the particle mesh Ewald method , 1995 .

[21]  T L Blundell,et al.  The structure of 2Zn pig insulin crystals at 1.5 A resolution. , 1988, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[22]  Irene Yarovsky,et al.  Electric field effects on insulin chain-B conformation. , 2005, The journal of physical chemistry. B.

[23]  A. Albisser,et al.  Insulin aggregation in artificial delivery systems , 1980, Diabetologia.

[24]  F. Ding,et al.  Scaling behavior and structure of denatured proteins. , 2005, Structure.

[25]  Michele Vendruscolo,et al.  Prediction of "aggregation-prone" and "aggregation-susceptible" regions in proteins associated with neurodegenerative diseases. , 2005, Journal of molecular biology.

[26]  U. Goldbourt,et al.  Apolipoproteins and long-term prognosis in coronary heart disease patients. , 2009, American Heart Journal.

[27]  R. Barski,et al.  Lipids, lipoproteins, and apolipoproteins as risk markers of myocardial infarction in 52 countries (the INTERHEART study): a case-control study , 2009 .

[28]  Jens Meiler,et al.  Rosetta predictions in CASP5: Successes, failures, and prospects for complete automation , 2003, Proteins.

[29]  R. L. Baldwin A new perspective on unfolded proteins. , 2002, Advances in protein chemistry.

[30]  E. Dodson,et al.  Phenol stabilizes more helix in a new symmetrical zinc insulin hexamer , 1989, Nature.

[31]  Nevena Todorova,et al.  Systematic comparison of empirical forcefields for molecular dynamic simulation of insulin. , 2008, The journal of physical chemistry. B.

[32]  D. Shortle,et al.  Persistence of Native-Like Topology in a Denatured Protein in 8 M Urea , 2001, Science.

[33]  E. Freire,et al.  Can allosteric regulation be predicted from structure? , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[34]  M. Michael Gromiha,et al.  FOLD-RATE: prediction of protein folding rates from amino acid sequence , 2006, Nucleic Acids Res..

[35]  S. Piana,et al.  Exploring the folding free energy landscape of insulin using bias exchange metadynamics. , 2009, The journal of physical chemistry. B.

[36]  E. Dodson,et al.  Crystallization and preliminary crystallographic investigation of a low-pH native insulin monomer with flexible behaviour. , 2002, Acta crystallographica. Section D, Biological crystallography.

[37]  K. Josefsen,et al.  Flexibility and bioactivity of insulin: an NMR investigation of the solution structure and folding of an unusually flexible human insulin mutant with increased biological activity. , 2001, Biochemistry.

[38]  Methinks it is like a folding curve. , 2002, Biophysical chemistry.

[39]  P F Williams,et al.  Mapping of an NH-terminal Ligand Binding Site of the Insulin Receptor by Alanine Scanning Mutagenesis (*) , 1995, The Journal of Biological Chemistry.

[40]  R. Srinivasan,et al.  The Flory isolated-pair hypothesis is not valid for polypeptide chains: implications for protein folding. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[41]  Eric J. Sorin,et al.  Exploring the helix-coil transition via all-atom equilibrium ensemble simulations. , 2005, Biophysical journal.

[42]  J S Sharp,et al.  Surface denaturation and amyloid fibril formation of insulin at model lipid-water interfaces. , 2002, Biochemistry.

[43]  N. Makarava,et al.  Methionine oxidation interferes with conversion of the prion protein into the fibrillar proteinase K-resistant conformation. , 2005, Biochemistry.

[44]  K. Moore,et al.  Serum amyloid P colocalizes with apolipoproteins in human atheroma: functional implicationss⃞s⃞ The online version of this article (available at http://www.jlr.org) contains supplementary data in the form of five figures. Published, JLR Papers in Press, July 13, 2007. , 2007, Journal of Lipid Research.

[45]  H. Berendsen,et al.  Conformational flexibility of aqueous monomeric and dimeric insulin: a molecular dynamics study. , 1991, Biochemistry.

[46]  S. Gnanakaran,et al.  Validation of an all-atom protein force field: From dipeptides to larger peptides , 2003 .

[47]  K. Moore,et al.  Fibrillar Amyloid Protein Present in Atheroma Activates CD36 Signal Transduction* , 2004, Journal of Biological Chemistry.

[48]  C. Levinthal Are there pathways for protein folding , 1968 .

[49]  B. Zagrovic,et al.  Comparing atomistic simulation data with the NMR experiment: How much can NOEs actually tell us? , 2006, Proteins.

[50]  S. Lindquist,et al.  Nucleated conformational conversion and the replication of conformational information by a prion determinant. , 2000, Science.

[51]  A. Laio,et al.  Predicting the effect of a point mutation on a protein fold: the villin and advillin headpieces and their Pro62Ala mutants. , 2008, Journal of molecular biology.

[52]  Yuko Okamoto,et al.  Structures of a peptide fragment of β2‐microglobulin studied by replica‐exchange molecular dynamics simulations – Towards the understanding of the mechanism of amyloid formation , 2005, FEBS letters.

[53]  G M Crippen,et al.  Minimization of polypeptide energy. X. A global search algorithm. , 1971, Archives of biochemistry and biophysics.

[54]  Ronald Wetzel,et al.  Kinetic analysis of beta-amyloid fibril elongation. , 2004, Analytical biochemistry.

[55]  R. Wetzel Ideas of order for amyloid fibril structure. , 2002, Structure.

[56]  J. Brange,et al.  A model of insulin fibrils derived from the x‐ray crystal structure of a monomeric insulin (despentapeptide insulin) , 1997, Proteins.

[57]  Alessandro Laio,et al.  Reconstructing the density of states by history-dependent metadynamics. , 2004, Physical review letters.

[58]  R. Zwanzig,et al.  Two-state models of protein folding kinetics. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[59]  E I Shakhnovich,et al.  Specific nucleus as the transition state for protein folding: evidence from the lattice model. , 1994, Biochemistry.

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

[61]  M Karplus,et al.  The three‐dimensional structure of α1‐purothionin in solution: combined use of nuclear magnetic resonance, distance geometry and restrained molecular dynamics , 1986, The EMBO journal.

[62]  A. Fersht Nucleation mechanisms in protein folding. , 1997, Current opinion in structural biology.

[63]  E. Dodson,et al.  Structural stability in the 4-zinc human insulin hexamer. , 1984, Proceedings of the National Academy of Sciences of the United States of America.

[64]  Weixin Xu,et al.  Amyloidogenesis Abolished by Proline Substitutions but Enhanced by Lipid Binding , 2009, PLoS Comput. Biol..

[65]  H. Scheraga,et al.  Theoretical determination of sterically allowed conformations of a polypeptide chain by a computer method , 1965 .

[66]  X. Daura,et al.  Peptide Folding: When Simulation Meets Experiment , 1999 .

[67]  K. Sanbonmatsu,et al.  α-Helical stabilization by side chain shielding of backbone hydrogen bonds , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[68]  K. Moore,et al.  Untangling the role of amyloid in atherosclerosis , 2006, Current opinion in lipidology.

[69]  Anthony K. Felts,et al.  Free energy surfaces of beta-hairpin and alpha-helical peptides generated by replica exchange molecular dynamics with the AGBNP implicit solvent model. , 2004, Proteins: Structure, Function, and Bioinformatics.

[70]  O. Gursky Solution conformation of human apolipoprotein C-1 inferred from proline mutagenesis: far- and near-UV CD study. , 2001, Biochemistry.

[71]  J. Haines,et al.  Gene dose of apolipoprotein E type 4 allele and the risk of Alzheimer's disease in late onset families. , 1993, Science.

[72]  M. Perugini,et al.  Phospholipid interaction induces molecular-level polymorphism in apolipoprotein C-II amyloid fibrils via alternative assembly pathways. , 2008, Journal of molecular biology.

[73]  U. Hansmann Generalized ensemble techniques and protein folding simulations , 2002 .

[74]  Yuko Okamoto,et al.  Generalized-ensemble algorithms: enhanced sampling techniques for Monte Carlo and molecular dynamics simulations. , 2003, Journal of molecular graphics & modelling.

[75]  Jennifer G. Robinson Models for describing relations among the various statin drugs, low-density lipoprotein cholesterol lowering, pleiotropic effects, and cardiovascular risk. , 2008, The American journal of cardiology.

[76]  R. Nussinov,et al.  Molecular dynamics simulations of alanine rich β‐sheet oligomers: Insight into amyloid formation , 2002, Protein science : a publication of the Protein Society.

[77]  Norman L. Allinger,et al.  Molecular Mechanics (MM4) Calculations on Amides , 2002 .

[78]  A. V. Finkelstein,et al.  Theory of cooperative transitions in protein molecules. II. Phase diagram for a protein molecule in solution , 1989, Biopolymers.

[79]  Jürgen Schlitter,et al.  Targeted Molecular Dynamics Simulation of Conformational Change-Application to the T ↔ R Transition in Insulin , 1993 .

[80]  M Levitt,et al.  Molecular dynamics of native protein. II. Analysis and nature of motion. , 1983, Journal of molecular biology.

[81]  E. Gazit Mechanisms of amyloid fibril self‐assembly and inhibition , 2005, The FEBS journal.

[82]  A. Fersht,et al.  Mapping the transition state and pathway of protein folding by protein engineering , 1989, Nature.

[83]  Christopher M. Dobson,et al.  Kinetic partitioning of protein folding and aggregation , 2002, Nature Structural Biology.

[84]  A. Mark,et al.  Factors that affect the degree of twist in beta-sheet structures: a molecular dynamics simulation study of a cross-beta filament of the GNNQQNY peptide. , 2009, The journal of physical chemistry. B.

[85]  V. Uversky,et al.  Methionine oxidation inhibits fibrillation of human alpha-synuclein in vitro. , 2002, FEBS letters.

[86]  F. Ding,et al.  New insights into FAK signaling and localization based on detection of a FAT domain folding intermediate. , 2004, Structure.

[87]  Matthew P Frosch,et al.  The Formation of Highly Soluble Oligomers of α-Synuclein Is Regulated by Fatty Acids and Enhanced in Parkinson's Disease , 2003, Neuron.

[88]  A V Smith,et al.  Assembly of a tetrameric α‐helical bundle: Computer simulations on an intermediate‐resolution protein model , 2001, Proteins.

[89]  J. Wade,et al.  A structural core within apolipoprotein C-II amyloid fibrils identified using hydrogen exchange and proteolysis. , 2007, Journal of molecular biology.

[90]  H. Tager,et al.  A spectroscopic investigation of the conformational dynamics of insulin in solution. , 1995, Biochemistry.

[91]  G. N. Ramachandran,et al.  Conformation of polypeptides and proteins. , 1968, Advances in protein chemistry.

[92]  J. Straub,et al.  Energy landscape theory for Alzheimer's amyloid beta-peptide fibril elongation. , 2001, Proteins.

[93]  Y. Sugita,et al.  Comparisons of force fields for proteins by generalized-ensemble simulations , 2004 .

[94]  M. Karplus,et al.  Dynamics of folded proteins , 1977, Nature.

[95]  A. Minton,et al.  Macromolecular Crowding Accelerates Amyloid Formation by Human Apolipoprotein C-II* , 2002, The Journal of Biological Chemistry.

[96]  Alexander D. MacKerell,et al.  Force field influence on the observation of π-helical protein structures in molecular dynamics simulations , 2003 .

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

[98]  Cecilia Clementi,et al.  Minimalist protein model as a diagnostic tool for misfolding and aggregation. , 2006, Journal of molecular biology.

[99]  J. Brange,et al.  Toward understanding insulin fibrillation. , 1997, Journal of pharmaceutical sciences.

[100]  P. P. Ewald Die Berechnung optischer und elektrostatischer Gitterpotentiale , 1921 .

[101]  M. White,et al.  The insulin receptor juxtamembrane region contains two independent tyrosine/beta-turn internalization signals , 1992, The Journal of cell biology.

[102]  S. Radford,et al.  Determination of an ensemble of structures representing the intermediate state of the bacterial immunity protein Im7. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[103]  David Beeman,et al.  Some Multistep Methods for Use in Molecular Dynamics Calculations , 1976 .

[104]  S. Shoelson,et al.  Receptor binding redefined by a structural switch in a mutant human insulin , 1994, Nature.

[105]  Junying Yuan,et al.  Alpha-synuclein oligomerization: a role for lipids? , 2003, Trends in neurosciences.

[106]  C. Dobson,et al.  Protein misfolding, functional amyloid, and human disease. , 2006, Annual review of biochemistry.

[107]  G. Howlett,et al.  NMR structure of human apolipoprotein C-II in the presence of sodium dodecyl sulfate. , 2001, Biochemistry.

[108]  Charles L. Brooks,et al.  Modern protein force fields behave comparably in molecular dynamics simulations , 2002, J. Comput. Chem..

[109]  P. Wolynes,et al.  Spin glasses and the statistical mechanics of protein folding. , 1987, Proceedings of the National Academy of Sciences of the United States of America.

[110]  Y. Duan,et al.  The role of Phe in the formation of well-ordered oligomers of amyloidogenic hexapeptide (NFGAIL) observed in molecular dynamics simulations with explicit solvent. , 2005, Biophysical journal.

[111]  G. D. Smith,et al.  The structure of a rhombohedral R6 insulin hexamer that binds phenol , 1992, Biopolymers.

[112]  Anton J. Enright,et al.  An efficient algorithm for large-scale detection of protein families. , 2002, Nucleic acids research.

[113]  David Eisenberg,et al.  Atomic structures of amyloid cross-beta spines reveal varied steric zippers. , 2007, Nature.

[114]  A. Cohen,et al.  Electron Microscopic Observations on a Fibrous Component in Amyloid of Diverse Origins , 1959, Nature.

[115]  Yaoqi Zhou,et al.  Protein folding pathways and kinetics: molecular dynamics simulations of beta-strand motifs. , 2002, Biophysical journal.

[116]  P. Kinnunen,et al.  Islet amyloid polypeptide forms rigid lipid-protein amyloid fibrils on supported phospholipid bilayers. , 2008, Journal of molecular biology.

[117]  J. Orban,et al.  Molecular dynamics of rigid and non-rigid necklaces of hard discs , 1980 .

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

[119]  E. Ciszak,et al.  Crystallographic evidence for dual coordination around zinc in the T3R3 human insulin hexamer. , 1994, Biochemistry.

[120]  A. Garcia,et al.  Folding of a highly conserved diverging turn motif from the SH3 domain. , 2003, Biophysical journal.

[121]  K. Bailey,et al.  The X-ray interpretation of denaturation and the structure of the seed globulins. , 1935, The Biochemical journal.

[122]  J. Hermans,et al.  Comparison of a QM/MM force field and molecular mechanics force fields in simulations of alanine and glycine “dipeptides” (Ace‐Ala‐Nme and Ace‐Gly‐Nme) in water in relation to the problem of modeling the unfolded peptide backbone in solution , 2003, Proteins.

[123]  Cezary Czaplewski,et al.  Replica Exchange and Multicanonical Algorithms with the coarse-grained UNRES force field. , 2006, Journal of chemical theory and computation.

[124]  Klaus Schulten,et al.  Structure and functional significance of mechanically unfolded fibronectin type III1 intermediates , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[125]  J. Kastelein,et al.  [Lipoprotein lipase]. , 2020, Nederlands tijdschrift voor geneeskunde.

[126]  R. Swendsen,et al.  THE weighted histogram analysis method for free‐energy calculations on biomolecules. I. The method , 1992 .

[127]  T. Oas,et al.  A statistical thermodynamic model of the protein ensemble. , 2006, Chemical reviews.

[128]  H A Scheraga,et al.  Intermolecular potentials from crystal data. V. Crystal packing of poly(beta-(p-chlorobenzyl)-L-aspartate). , 1974, Macromolecules.

[129]  David Eisenberg,et al.  Recent atomic models of amyloid fibril structure. , 2006, Current opinion in structural biology.

[130]  Jeffery W Kelly,et al.  Adsorption of beta-hairpin peptides on the surface of water: a neutron reflection study. , 2003, Journal of the American Chemical Society.

[131]  D Thirumalai,et al.  Probing the initial stage of aggregation of the Abeta(10-35)-protein: assessing the propensity for peptide dimerization. , 2005, Journal of molecular biology.

[132]  J. Sparrow,et al.  Conformations of human apolipoprotein E(263-286) and E(267-289) in aqueous solutions of sodium dodecyl sulfate by CD and 1H NMR. , 1996, Biochemistry.

[133]  L. Serrano,et al.  Prediction of sequence-dependent and mutational effects on the aggregation of peptides and proteins , 2004, Nature Biotechnology.

[134]  H. Scheraga,et al.  An atomically detailed study of the folding pathways of protein A with the stochastic difference equation , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[135]  Yaoqi Zhou,et al.  Thermodynamics and stability of a β‐sheet complex: Molecular dynamics simulations on simplified off‐lattice protein models , 2004, Protein science : a publication of the Protein Society.

[136]  Jonathan A. Jones,et al.  The circularization of amyloid fibrils formed by apolipoprotein C-II. , 2003, Biophysical journal.

[137]  G. Torrie,et al.  Nonphysical sampling distributions in Monte Carlo free-energy estimation: Umbrella sampling , 1977 .

[138]  M. Dunn,et al.  Comparison of solution structural flexibility and zinc binding domains for insulin, proinsulin, and miniproinsulin. , 1989, Biochemistry.

[139]  K. Dill,et al.  Thermal stabilities of globular proteins. , 1989, Biochemistry.

[140]  R. Friesner,et al.  Evaluation and Reparametrization of the OPLS-AA Force Field for Proteins via Comparison with Accurate Quantum Chemical Calculations on Peptides† , 2001 .

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

[142]  J. Hardy,et al.  The Amyloid Hypothesis of Alzheimer ’ s Disease : Progress and Problems on the Road to Therapeutics , 2009 .

[143]  D. Mercola,et al.  Structure of insulin in 4-zinc insulin , 1976, Nature.

[144]  M. Rowan,et al.  Amyloid-beta oligomers: their production, toxicity and therapeutic inhibition. , 2002, Biochemical Society transactions.

[145]  S. Nosé A molecular dynamics method for simulations in the canonical ensemble , 1984 .

[146]  Arthur F. Voter,et al.  Introduction to the Kinetic Monte Carlo Method , 2007 .

[147]  J. Berg,et al.  Molecular dynamics simulations of biomolecules , 2002, Nature Structural Biology.

[148]  V. Hornak,et al.  Comparison of multiple Amber force fields and development of improved protein backbone parameters , 2006, Proteins.

[149]  Jianpeng Ma,et al.  A normal mode analysis of structural plasticity in the biomolecular motor F(1)-ATPase. , 2004, Journal of molecular biology.

[150]  S. Radford,et al.  Nucleation of protein fibrillation by nanoparticles , 2007, Proceedings of the National Academy of Sciences.

[151]  Lorna J. Smith,et al.  Understanding protein folding via free-energy surfaces from theory and experiment. , 2000, Trends in biochemical sciences.

[152]  Feng Ding,et al.  Reconstruction of the src-SH3 protein domain transition state ensemble using multiscale molecular dynamics simulations. , 2005, Journal of molecular biology.

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

[154]  C. MacPhee,et al.  Human apolipoprotein C-II forms twisted amyloid ribbons and closed loops. , 2000, Biochemistry.

[155]  S. Shoelson,et al.  Mutations at the dimer, hexamer, and receptor-binding surfaces of insulin independently affect insulin-insulin and insulin-receptor interactions. , 1992, Biochemistry.

[156]  L. Triguero,et al.  Comparative molecular dynamics studies of wild-type and oxidized forms of full-length Alzheimer amyloid beta-peptides Abeta(1-40) and Abeta(1-42). , 2008, The journal of physical chemistry. B.

[157]  Maarten F. M. Engel,et al.  Islet amyloid polypeptide‐induced membrane leakage involves uptake of lipids by forming amyloid fibers , 2004, FEBS letters.

[158]  L. Mirny,et al.  Protein folding theory: from lattice to all-atom models. , 2001, Annual review of biophysics and biomolecular structure.

[159]  M. Parrinello,et al.  Polymorphic transitions in single crystals: A new molecular dynamics method , 1981 .

[160]  V. Pande,et al.  Multiplexed-replica exchange molecular dynamics method for protein folding simulation. , 2003, Biophysical journal.

[161]  J. Onuchic,et al.  Topological and energetic factors: what determines the structural details of the transition state ensemble and "en-route" intermediates for protein folding? An investigation for small globular proteins. , 2000, Journal of molecular biology.

[162]  Michael R. Shirts,et al.  Atomistic protein folding simulations on the submillisecond time scale using worldwide distributed computing. , 2003, Biopolymers.

[163]  A. Laio,et al.  Flexible docking in solution using metadynamics. , 2005, Journal of the American Chemical Society.

[164]  Linus Pauling,et al.  Molecular Models of Amino Acids, Peptides, and Proteins , 1953 .

[165]  David Chandler,et al.  Transition path sampling: throwing ropes over rough mountain passes, in the dark. , 2002, Annual review of physical chemistry.

[166]  R. Leapman,et al.  A structural model for Alzheimer's β-amyloid fibrils based on experimental constraints from solid state NMR , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[167]  G. Howlett,et al.  The structural basis for amyloid formation by plasma apolipoproteins: a review , 2002, European Biophysics Journal.

[168]  H. Stanley,et al.  Discrete molecular dynamics studies of the folding of a protein-like model. , 1998, Folding & design.

[169]  N. Kaarsholm,et al.  Solution structure of an engineered insulin monomer at neutral pH. , 1996, Biochemistry.

[170]  R. L. Baldwin,et al.  On-pathway versus off-pathway folding intermediates. , 1996, Folding & design.

[171]  Christopher M. Dobson,et al.  The protofilament structure of insulin amyloid fibrils , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[172]  J. Skolnick,et al.  MONSSTER: a method for folding globular proteins with a small number of distance restraints. , 1997, Journal of molecular biology.

[173]  M. Karplus,et al.  Molecular dynamics simulations in biology , 1990, Nature.

[174]  J. Skolnick,et al.  A new combination of replica exchange Monte Carlo and histogram analysis for protein folding and thermodynamics , 2001 .

[175]  A. Hagler,et al.  Theoretical studies of the structure and molecular dynamics of a peptide crystal. , 1988, Biochemistry.

[176]  S. Wijmenga,et al.  Global structure and dynamics of human apolipoprotein CII in complex with micelles: evidence for increased mobility of the helix involved in the activation of lipoprotein lipase. , 2003, Biochemistry.

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

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

[179]  Tom L. Blundell,et al.  Insulin: The Structure in the Crystal and its Reflection in Chemistry and Biology by , 1972 .

[180]  B. Roux The calculation of the potential of mean force using computer simulations , 1995 .

[181]  E. Powers,et al.  Medium-dependent self-assembly of an amphiphilic peptide: direct observation of peptide phase domains at the air-water interface. , 2001, Journal of the American Chemical Society.

[182]  Ehud Gazit,et al.  Analysis of the Minimal Amyloid-forming Fragment of the Islet Amyloid Polypeptide , 2001, The Journal of Biological Chemistry.

[183]  E. Travis Littledike,et al.  Insulin , 1923, The Indian medical gazette.

[184]  Kevin Barraclough,et al.  I and i , 2001, BMJ : British Medical Journal.

[185]  H. Stanley,et al.  Identifying importance of amino acids for protein folding from crystal structures. , 2003, Methods in enzymology.

[186]  P. Kollman,et al.  Molecular Dynamics Simulations on Solvated Biomolecular Systems: The Particle Mesh Ewald Method Leads to Stable Trajectories of DNA, RNA, and Proteins , 1995 .

[187]  Gerrit Groenhof,et al.  GROMACS: Fast, flexible, and free , 2005, J. Comput. Chem..

[188]  Gerhard Hummer,et al.  Position-dependent diffusion coefficients and free energies from Bayesian analysis of equilibrium and replica molecular dynamics simulations , 2005 .

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

[190]  Ruth Nussinov,et al.  Stabilities and conformations of Alzheimer's beta -amyloid peptide oligomers (Abeta 16-22, Abeta 16-35, and Abeta 10-35): Sequence effects. , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[191]  C. Levinthal How to fold graciously , 1969 .

[192]  Klaus Schulten,et al.  Mechanical unfolding intermediates in titin modules , 1999, Nature.

[193]  R. Caesar Die Feinstruktur von Milz und Leber bei experimenteller Amyloidose , 2004, Zeitschrift für Zellforschung und Mikroskopische Anatomie.

[194]  M. Weiss,et al.  Mechanism of Insulin Fibrillation , 2004, Journal of Biological Chemistry.

[195]  G. Marius Clore,et al.  Using Xplor‐NIH for NMR Molecular Structure Determination , 2006 .

[196]  R. Mirmira,et al.  Disposition of the phenylalanine B25 side chain during insulin-receptor and insulin-insulin interactions. , 1991, Biochemistry.

[197]  T. Darden,et al.  A smooth particle mesh Ewald method , 1995 .

[198]  John Moult,et al.  A decade of CASP: progress, bottlenecks and prognosis in protein structure prediction. , 2005, Current opinion in structural biology.

[199]  A. R. Friedman,et al.  Molecular dynamics simulation by atomic mass weighting. , 1990, Biophysical journal.

[200]  V. Pande,et al.  Absolute comparison of simulated and experimental protein-folding dynamics , 2002, Nature.

[201]  Roger D Kamm,et al.  Kinetic control of dimer structure formation in amyloid fibrillogenesis. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[202]  P. Strevens Iii , 1985 .

[203]  D. Steiner,et al.  The role of assembly in insulin's biosynthesis. , 1998, Current opinion in structural biology.

[204]  Wilfred F. van Gunsteren,et al.  Biomolecular Modeling: Goals, Problems, Perspectives , 2006 .

[205]  M. Weiss,et al.  Chiral Mutagenesis of Insulin , 2006, Journal of Biological Chemistry.

[206]  Christopher M Dobson,et al.  Principles of protein folding, misfolding and aggregation. , 2004, Seminars in cell & developmental biology.

[207]  H. Missmahl,et al.  Polarisationsoptische Untersuchungen an der Amyloidsubstanz , 2004, Virchows Archiv für pathologische Anatomie und Physiologie und für klinische Medizin.

[208]  G. Howlett,et al.  Lipids enhance apolipoprotein C-II-derived amyloidogenic peptide oligomerization but inhibit fibril formation. , 2009, Journal of Physical Chemistry B.

[209]  P. Krüger,et al.  Targeted molecular dynamics: a new approach for searching pathways of conformational transitions. , 1994, Journal of molecular graphics.

[210]  R. C. Agarwal,et al.  Experience with fast Fourier least squares in the refinement of the crystal structure of rhombohedral 2-zinc insulin at 1.5 Å resolution , 1978 .

[211]  A. Laio,et al.  Escaping free-energy minima , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[212]  T. Blundell,et al.  Receptor-binding region of insulin , 1976, Nature.

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

[214]  V. Hilser,et al.  Functional residues serve a dominant role in mediating the cooperativity of the protein ensemble , 2007, Proceedings of the National Academy of Sciences.

[215]  Luís M. S. Loura,et al.  Dependence of M13 major coat protein oligomerization and lateral segregation on bilayer composition. , 2003, Biophysical journal.

[216]  Christopher M. Dobson,et al.  Amyloid fibrils from muscle myoglobin , 2001, Nature.

[217]  A. Fisher,et al.  Crystalline insulin. , 1926, The Biochemical journal.

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

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

[220]  A. Desideri,et al.  Structure and Stability of the Insulin Dimer Investigated by Molecular Dynamics Simulation , 2001, Journal of biomolecular structure & dynamics.

[221]  Min Zhu,et al.  Lipid binding inhibits alpha-synuclein fibril formation. , 2003, The Journal of biological chemistry.

[222]  J. Onuchic,et al.  Protein folding funnels: a kinetic approach to the sequence-structure relationship. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[223]  R. Mirmira,et al.  Role of the phenylalanine B24 side chain in directing insulin interaction with its receptor. Importance of main chain conformation. , 1989, The Journal of biological chemistry.

[224]  V. Knecht Beta-hairpin folding by a model amyloid peptide in solution and at an interface. , 2008, The journal of physical chemistry. B.

[225]  Christopher M Dobson,et al.  The behaviour of polyamino acids reveals an inverse side chain effect in amyloid structure formation , 2002, The EMBO journal.

[226]  V. Uversky,et al.  Probing the mechanism of insulin fibril formation with insulin mutants. , 2001, Biochemistry.

[227]  Yun-Ru Chen,et al.  Kinetic traps in the folding/unfolding of procaspase‐1 CARD domain , 2004, Protein science : a publication of the Protein Society.

[228]  C. Chothia The nature of the accessible and buried surfaces in proteins. , 1976, Journal of molecular biology.

[229]  Gianluigi Veglia,et al.  Structures of rat and human islet amyloid polypeptide IAPP(1-19) in micelles by NMR spectroscopy. , 2008, Biochemistry.

[230]  Alexander D. MacKerell,et al.  Comparison of protein force fields for molecular dynamics simulations. , 2008, Methods in molecular biology.

[231]  K. Weisgraber,et al.  Conformation of human apolipoprotein C-I in a lipid-mimetic environment determined by CD and NMR spectroscopy. , 1999, Biochemistry.

[232]  H. Treutlein,et al.  Comparative study of insulin chain-B in isolated and monomeric environments under external stress. , 2008, The journal of physical chemistry. B.

[233]  Andrew E. Torda,et al.  Biomolecular modelling: Overview of types of methods to search and sample conformational space , 2008 .

[234]  K. Dill,et al.  The Protein Folding Problem , 1993 .

[235]  B. Alder,et al.  Studies in Molecular Dynamics. I. General Method , 1959 .

[236]  C. Dobson,et al.  A partially folded intermediate species of the β‐sheet protein apo‐pseudoazurin is trapped during proline‐limited folding , 2001, Protein science : a publication of the Protein Society.

[237]  Alessandro Laio,et al.  A Kinetic Model of Trp-Cage Folding from Multiple Biased Molecular Dynamics Simulations , 2009, PLoS Comput. Biol..

[238]  Z. Zeng,et al.  Structure of an insulin dimer in an orthorhombic crystal: the structure analysis of a human insulin mutant (B9 Ser-->Glu). , 1999, Acta crystallographica. Section D, Biological crystallography.

[239]  R. Mirmira,et al.  Importance of the character and configuration of residues B24, B25, and B26 in insulin-receptor interactions. , 1991, The Journal of biological chemistry.

[240]  R. Zwanzig,et al.  Levinthal's paradox. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[241]  P. Kinnunen,et al.  The role of lipid-protein interactions in amyloid-type protein fibril formation. , 2006, Chemistry and physics of lipids.

[242]  G. Howlett,et al.  Methionine oxidation inhibits assembly and promotes disassembly of apolipoprotein C-II amyloid fibrils. , 2008, Biochemistry.

[243]  E. Shakhnovich Theoretical studies of protein-folding thermodynamics and kinetics. , 1997, Current opinion in structural biology.

[244]  R. Hockney,et al.  Quiet high resolution computer models of a plasma , 1974 .

[245]  J. Brewer,et al.  Solution NMR Studies of the Aβ(1−40) and Aβ(1−42) Peptides Establish that the Met35 Oxidation State Affects the Mechanism of Amyloid Formation , 2004 .

[246]  J. Ladbury,et al.  Dynamics of a monomeric insulin analogue: testing the molten-globule hypothesis. , 1993, Biochemistry.

[247]  M. Bailey,et al.  Apolipoprotein C-II amyloid fibrils assemble via a reversible pathway that includes fibril breaking and rejoining. , 2008, Journal of molecular biology.

[248]  S. Maleknia,et al.  Oxidation inhibits amyloid fibril formation of transthyretin , 2006, The FEBS journal.

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

[250]  Vijay S. Pande,et al.  Empirical force‐field assessment: The interplay between backbone torsions and noncovalent term scaling , 2005, J. Comput. Chem..

[251]  R. Berry,et al.  Investigations into sequence and conformational dependence of backbone entropy, inter-basin dynamics and the Flory isolated-pair hypothesis for peptides. , 2003, Journal of molecular biology.

[252]  G A Petsko,et al.  Aromatic-aromatic interaction: a mechanism of protein structure stabilization. , 1985, Science.

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

[254]  A. Fersht,et al.  Protein Folding and Unfolding at Atomic Resolution , 2002, Cell.

[255]  E J Dodson,et al.  Role of B13 Glu in insulin assembly. The hexamer structure of recombinant mutant (B13 Glu-->Gln) insulin. , 1992, Journal of molecular biology.

[256]  Paul E. Smith,et al.  THE ALANINE DIPEPTIDE FREE ENERGY SURFACE IN SOLUTION , 1999 .

[257]  C. Masters,et al.  Soluble pool of Aβ amyloid as a determinant of severity of neurodegeneration in Alzheimer's disease , 1999, Annals of neurology.

[258]  Peter L. Freddolino,et al.  Ten-microsecond molecular dynamics simulation of a fast-folding WW domain. , 2008, Biophysical journal.

[259]  Guangshun Wang,et al.  How the lipid‐free structure of the N‐terminal truncated human apoA‐I converts to the lipid‐bound form: new insights from NMR and X‐ray structural comparison , 2002, FEBS letters.

[260]  Yuko Okamoto,et al.  α-Helix Propensities of Amino Acids Studied by Multicanonical Algorithm , 1995 .

[261]  D. Liang,et al.  A proposed interaction model of the insulin molecule with its receptor. , 1994, Biophysical chemistry.

[262]  B. Hess,et al.  Hydration thermodynamic properties of amino acid analogues: a systematic comparison of biomolecular force fields and water models. , 2006, The journal of physical chemistry. B.

[263]  Joan-Emma Shea,et al.  Effects of solvent on the structure of the Alzheimer amyloid-beta(25-35) peptide. , 2006, Biophysical journal.

[264]  Guang Song,et al.  Protein folding by motion planning , 2005, Physical biology.

[265]  Amedeo Caflisch,et al.  Free Energy Surface of the Helical Peptide Y(MEARA)6 , 2000 .

[266]  A. Szabó,et al.  Electron transfer reaction dynamics in non-Debye solvents , 1998 .

[267]  F. Sanger,et al.  The structure of pig and sheep insulins. , 1955, The Biochemical journal.

[268]  Markus Meuwly,et al.  Importance of individual side chains for the stability of a protein fold: Computational alanine scanning of the insulin monomer , 2006, J. Comput. Chem..

[269]  J. Apostolakis,et al.  Thermodynamics and Kinetics of Folding of Two Model Peptides Investigated by Molecular Dynamics Simulations , 2000 .

[270]  H. Tager,et al.  Role of the COOH-terminal B-chain domain in insulin-receptor interactions. Identification of perturbations involving the insulin mainchain. , 1987, The Journal of biological chemistry.

[271]  N. Mousseau,et al.  Structures of soluble amyloid oligomers from computer simulations , 2006, Proteins.

[272]  G. Anantharamaiah,et al.  The amphipathic helix in the exchangeable apolipoproteins: a review of secondary structure and function. , 1992, Journal of lipid research.

[273]  H. Puchtler,et al.  ON THE BINDING OF CONGO RED BY AMYLOID , 1962 .

[274]  Ariel Fernández,et al.  Insufficiently dehydrated hydrogen bonds as determinants of protein interactions , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[275]  B. Berne,et al.  The free energy landscape for beta hairpin folding in explicit water. , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[276]  Shankar Kumar,et al.  Multidimensional free‐energy calculations using the weighted histogram analysis method , 1995, J. Comput. Chem..

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

[278]  T. Halgren Merck molecular force field. I. Basis, form, scope, parameterization, and performance of MMFF94 , 1996, J. Comput. Chem..

[279]  Solution structure of the B-chain of insulin as determined by 1H NMR spectroscopy. Comparison with the crystal structure of the insulin hexamer and with the solution structure of the insulin monomer. , 2009, International journal of peptide and protein research.

[280]  Peter A. Kollman,et al.  AMBER, a package of computer programs for applying molecular mechanics, normal mode analysis, molecular dynamics and free energy calculations to simulate the structural and energetic properties of molecules , 1995 .

[281]  A. Caflisch,et al.  Folding simulations of a three-stranded antiparallel beta -sheet peptide. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[282]  D. Rapaport Molecular dynamics study of a polymer chain in solution , 1979 .

[283]  P. Kollman,et al.  How well does a restrained electrostatic potential (RESP) model perform in calculating conformational energies of organic and biological molecules? , 2000 .

[284]  P. J. Watkins,et al.  Insulin as an amyloid-fibril protein at sites of repeated insulin injections in a diabetic patient , 1988, Diabetologia.

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

[286]  G. Howlett,et al.  Effects of oxidation, pH and lipids on amyloidogenic peptide structure: implications for fibril formation? , 2008, European Biophysics Journal.

[287]  V. Uversky,et al.  Conformational constraints for amyloid fibrillation: the importance of being unfolded. , 2004, Biochimica et biophysica acta.

[288]  M. Weiss,et al.  Comparative 2D NMR studies of human insulin and des-pentapeptide insulin: sequential resonance assignment and implications for protein dynamics and receptor recognition. , 1991, Biochemistry.

[289]  H. Treutlein,et al.  Effect of external stresses on protein conformation: a computer modelling study , 2004, European Biophysics Journal.

[290]  A. Miranker,et al.  Phospholipid catalysis of diabetic amyloid assembly. , 2004, Journal of molecular biology.

[291]  G. Sorenson,et al.  Experimental amyloidosis. I. Light and electron microscopic observation of spleen and lymph nodes. , 1962, Laboratory investigation; a journal of technical methods and pathology.

[292]  G. Howlett,et al.  Molecular dynamics simulations of a fibrillogenic peptide derived from apolipoprotein C-II. , 2007, Biophysical chemistry.

[293]  V. Uversky,et al.  Effect of methionine oxidation on the structural properties, conformational stability, and aggregation of immunoglobulin light chain LEN. , 2008, Biochemistry.

[294]  A. Jonas,et al.  Properties of an N-terminal proteolytic fragment of apolipoprotein AI in solution and in reconstituted high density lipoproteins , 1995, The Journal of Biological Chemistry.

[295]  M. Weiss,et al.  A protein caught in a kinetic trap: structures and stabilities of insulin disulfide isomers. , 2002, Biochemistry.

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

[297]  A. Cavalli,et al.  Weak temperature dependence of the free energy surface and folding pathways of structured peptides , 2002, Proteins.

[298]  M. Pericak-Vance,et al.  Apolipoprotein E: high-avidity binding to beta-amyloid and increased frequency of type 4 allele in late-onset familial Alzheimer disease. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[299]  H Eugene Stanley,et al.  Thermodynamics and folding kinetics analysis of the SH3 domain form discrete molecular dynamics. , 2002, Journal of molecular biology.

[300]  S W Englander,et al.  Protein folding intermediates and pathways studied by hydrogen exchange. , 2000, Annual review of biophysics and biomolecular structure.

[301]  N. Kaarsholm,et al.  A structural switch in a mutant insulin exposes key residues for receptor binding. , 1998, Journal of Molecular Biology.

[302]  T. Richard,et al.  A new B-chain mutant of insulin: comparison with the insulin crystal structure and role of sulfonate groups in the B-chain structure. , 2008, The journal of peptide research : official journal of the American Peptide Society.

[303]  V. Uversky,et al.  Partially folded intermediates in insulin fibrillation. , 2003, Biochemistry.

[304]  A. Cavalli,et al.  The role of aromaticity, exposed surface, and dipole moment in determining protein aggregation rates , 2004, Protein science : a publication of the Protein Society.

[305]  E. Baker,et al.  Structure of Rhombohedral 2 Zinc Insulin Crystals , 1969, Nature.

[306]  C. Anfinsen Principles that govern the folding of protein chains. , 1973, Science.

[307]  K. Weisgraber,et al.  Discrete carboxyl-terminal segments of apolipoprotein E mediate lipoprotein association and protein oligomerization. , 1993, The Journal of biological chemistry.

[308]  M. Levitt,et al.  Potential energy function and parameters for simulations of the molecular dynamics of proteins and nucleic acids in solution , 1995 .

[309]  D Thirumalai,et al.  Monomer adds to preformed structured oligomers of Aβ-peptides by a two-stage dock–lock mechanism , 2007, Proceedings of the National Academy of Sciences.

[310]  H. Scheraga,et al.  The role of hydrophobic interactions in initiation and propagation of protein folding , 2006, Proceedings of the National Academy of Sciences.

[311]  Alessandro Laio,et al.  Microscopic Mechanism of Antibiotics Translocation through a Porin. , 2004, Biophysical journal.

[312]  A. Laio,et al.  A bias-exchange approach to protein folding. , 2007, The journal of physical chemistry. B.

[313]  Andrew E. Torda,et al.  Local elevation: A method for improving the searching properties of molecular dynamics simulation , 1994, J. Comput. Aided Mol. Des..

[314]  H S Tager,et al.  Role of the phenylalanine B25 side chain in directing insulin interaction with its receptor. Steric and conformational effects. , 1986, The Journal of biological chemistry.

[315]  G. Howlett,et al.  Sub‐micellar phospholipid accelerates amyloid formation by apolipoprotein C‐II , 2001, FEBS letters.

[316]  Detection of a hidden folding intermediate in the focal adhesion target domain: Implications for its function and folding , 2006, Proteins.

[317]  Bernard R. Brooks,et al.  New spherical‐cutoff methods for long‐range forces in macromolecular simulation , 1994, J. Comput. Chem..

[318]  S. Younkin,et al.  The 'Arctic' APP mutation (E693G) causes Alzheimer's disease by enhanced Aβ protofibril formation , 2001, Nature Neuroscience.

[319]  Grubmüller,et al.  Predicting slow structural transitions in macromolecular systems: Conformational flooding. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[320]  J. Onuchic,et al.  Folding a protein in a computer: An atomic description of the folding/unfolding of protein A , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[321]  R. Nussinov,et al.  Short peptide amyloid organization: stabilities and conformations of the islet amyloid peptide NFGAIL. , 2003, Biophysical journal.

[322]  C. Schulze-Briese,et al.  Atomic models of de novo designed cc beta-Met amyloid-like fibrils. , 2008, Journal of molecular biology.

[323]  Wei Zhang,et al.  A point‐charge force field for molecular mechanics simulations of proteins based on condensed‐phase quantum mechanical calculations , 2003, J. Comput. Chem..

[324]  Berk Hess,et al.  LINCS: A linear constraint solver for molecular simulations , 1997, J. Comput. Chem..

[325]  R. Hubbard,et al.  Molecular structure of insulin: the insulin monomer and its assembly. , 1989, British medical bulletin.

[326]  C. Yip,et al.  Quaternary structure of the insulin-insulin receptor complex. , 1999, Science.

[327]  Samuel S. Cho,et al.  Domain swapping is a consequence of minimal frustration. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[328]  G. Stock,et al.  Conformational Dynamics of Trialanine in Water: A Molecular Dynamics Study , 2002 .

[329]  G. Howlett,et al.  The structure and interactions of human apolipoprotein C-II in dodecyl phosphocholine. , 2004, Biochemistry.

[330]  J. Carver,et al.  The Molecular Chaperone, α-Crystallin, Inhibits Amyloid Formation by Apolipoprotein C-II* , 2001, The Journal of Biological Chemistry.