Conformational propagation with prion‐like characteristics in a simple model of protein folding

Protein refolding/misfolding to an alternative form plays an aetiologic role in many diseases in humans, including Alzheimer's disease, the systemic amyloidoses, and the prion diseases. Here we have discovered that such refolding can occur readily for a simple lattice model of proteins in a propagatable manner without designing for any particular alternative native state. The model uses a simple contact energy function for interactions between residues and does not consider the peculiarities of polypeptide geometry. In this model, under conditions where the normal (N) native state is marginally stable or unstable, two chains refold from the N native state to an alternative multimeric energetic minimum comprising a single refolded conformation that can then propagate itself to other protein chains. The only requirement for efficient propagation is that a two‐faced mode of packing must be in the ground state as a dimer (a higher‐energy state for this packing leads to less efficient propagation). For random sequences, these ground‐state dimeric configurations tend to have more β‐sheet‐like extended structure than almost any other sort of dimeric ground‐state assembly. This implies that propagating states (such as for prions) are β‐sheet rich because the only likely propagating forms are β‐sheet rich. We examine the details of our simulations to see to what extent the observed properties of prion propagation can be predicted by a simple protein folding model. The formation of the alternative state in the present model shows several distinct features of amyloidogenesis and of prion propagation. For example, an analog of the phenomenon of conformationally distinct strains in prions is observed. We find a parallel between ‘glassy’ behavior in liquids and the formation of a propagatable state in proteins. This is the first report of simulation of conformational propagation using any heteropolymer model. The results imply that some (but not most) small protein sequences must maintain a sequence signal that resists refolding to propagatable alternative native states and that the ability to form such states is not limited to polypeptides (or reliant on regular hydrogen bonding per se) but can occur for other protein‐like heteropolymers.

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

[2]  W. Kauzmann The Nature of the Glassy State and the Behavior of Liquids at Low Temperatures. , 1948 .

[3]  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.

[4]  S. Prusiner,et al.  Scrapie prion liposomes and rods exhibit target sizes of 55,000 Da. , 1988, Virology.

[5]  P. Wolynes,et al.  Intermediates and barrier crossing in a random energy model , 1989 .

[6]  D. Thirumalai,et al.  Metastability of the folded states of globular proteins. , 1990, Proceedings of the National Academy of Sciences of the United States of America.

[7]  K. Dill,et al.  ‘‘Sequence space soup’’ of proteins and copolymers , 1991 .

[8]  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.

[9]  C. Brooks,et al.  Constant-temperature free energy surfaces for physical and chemical processes , 1993 .

[10]  M. Karplus,et al.  How does a protein fold? , 1994, Nature.

[11]  R J Fletterick,et al.  Structural clues to prion replication. , 1994, Science.

[12]  P. Lansbury,et al.  Non-genetic propagation of strain-specific properties of scrapie prion protein , 1995, Nature.

[13]  J. Onuchic,et al.  Funnels, pathways, and the energy landscape of protein folding: A synthesis , 1994, Proteins.

[14]  Robert T. Sauer,et al.  Cooperatively folded proteins in random sequence libraries , 1995, Nature Structural Biology.

[15]  D Eisenberg,et al.  3D domain swapping: A mechanism for oligomer assembly , 1995, Protein science : a publication of the Protein Society.

[16]  Andrew F. Hill,et al.  Molecular analysis of prion strain variation and the aetiology of 'new variant' CJD , 1996, Nature.

[17]  F. Cohen,et al.  Separation of scrapie prion infectivity from PrP amyloid polymers. , 1996, Journal of molecular biology.

[18]  D. Thirumalai,et al.  Kinetics of Folding of Proteins and RNA , 1996 .

[19]  R. Wetzel,et al.  Specificity of abnormal assembly in immunoglobulin light chain deposition disease and amyloidosis. , 1996, Journal of molecular biology.

[20]  J. Kelly,et al.  Alternative conformations of amyloidogenic proteins govern their behavior. , 1996, Current opinion in structural biology.

[21]  Y. Chernoff,et al.  Genesis and variability of [PSI] prion factors in Saccharomyces cerevisiae. , 1996, Genetics.

[22]  S. Prusiner,et al.  Evidence for the Conformation of the Pathologic Isoform of the Prion Protein Enciphering and Propagating Prion Diversity , 1996, Science.

[23]  D Thirumalai,et al.  Factors governing the foldability of proteins , 1996, Proteins.

[24]  Kazufumi Takano,et al.  The structure, stability, and folding process of amyloidogenic mutant human lysozyme. , 1996 .

[25]  Louise C. Serpell,et al.  Synchrotron X-ray studies suggest that the core of the transthyretin amyloid fibril is a continuous β-sheet helix , 1996 .

[26]  N. Wingreen,et al.  Emergence of Preferred Structures in a Simple Model of Protein Folding , 1996, Science.

[27]  R A Goldstein,et al.  Evolution of model proteins on a foldability landscape , 1997, Proteins.

[28]  K. Wüthrich,et al.  Prion-inducing domain 2-114 of yeast Sup35 protein transforms in vitro into amyloid-like filaments. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[29]  S. Lindquist,et al.  Mad Cows Meet Psi-chotic Yeast: The Expansion of the Prion Hypothesis , 1997, Cell.

[30]  D. Selkoe Alzheimer's disease: genotypes, phenotypes, and treatments. , 1997, Science.

[31]  Peter T. Lansbury,et al.  Observation of metastable Aβ amyloid protofibrils by atomic force microscopy , 1997 .

[32]  E. Ikonen,et al.  Functional rafts in cell membranes , 1997, Nature.

[33]  Christopher M. Dobson,et al.  Instability, unfolding and aggregation of human lysozyme variants underlying amyloid fibrillogenesis , 1997, Nature.

[34]  F E Cohen,et al.  The prion folding problem. , 1997, Current opinion in structural biology.

[35]  F. Cohen,et al.  Evidence for protein X binding to a discontinuous epitope on the cellular prion protein during scrapie prion propagation. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[36]  K. Dill,et al.  From Levinthal to pathways to funnels , 1997, Nature Structural Biology.

[37]  R. Wickner A new prion controls fungal cell fusion incompatibility. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[38]  L. Serpell,et al.  Common core structure of amyloid fibrils by synchrotron X-ray diffraction. , 1997, Journal of molecular biology.

[39]  F E Cohen,et al.  Pathologic conformations of prion proteins. , 1998, Annual review of biochemistry.

[40]  R. Unger,et al.  A simple model for evolution of proteins towards the global minimum of free energy. , 1998, Folding & design.

[41]  P. Gupta,et al.  Effect of denaturant and protein concentrations upon protein refolding and aggregation: A simple lattice model , 1998, Protein science : a publication of the Protein Society.

[42]  E. Shakhnovich,et al.  Theory of kinetic partitioning in protein folding with possible applications to prions , 1998, Proteins.

[43]  R. Broglia,et al.  Folding and aggregation of designed proteins. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[44]  S. Prusiner,et al.  Rapid Acquisition of β-Sheet Structure in the Prion Protein Prior to Multimer Formation , 1998, Biological chemistry.

[45]  F. Cohen,et al.  Eight prion strains have PrPSc molecules with different conformations , 1998, Nature Medicine.

[46]  J. Kelly,et al.  The alternative conformations of amyloidogenic proteins and their multi-step assembly pathways. , 1998, Current opinion in structural biology.

[47]  K. Dill,et al.  Protein folding in the landscape perspective: Chevron plots and non‐arrhenius kinetics , 1998, Proteins.

[48]  F. Cohen,et al.  Thermodynamics of model prions and its implications for the problem of prion protein folding. , 1999, Journal of molecular biology.

[49]  E. Bornberg-Bauer,et al.  Modeling evolutionary landscapes: mutational stability, topology, and superfunnels in sequence space. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[50]  Jun Wang,et al.  A computational approach to simplifying the protein folding alphabet , 1999, Nature Structural Biology.

[51]  Nicolas E. Buchler,et al.  Universal correlation between energy gap and foldability for the random energy model and lattice proteins , 1999 .

[52]  M A Nowak,et al.  Quantifying the kinetic parameters of prion replication. , 1999, Biophysical chemistry.

[53]  J. Collinge,et al.  Strain-specific prion-protein conformation determined by metal ions , 1999, Nature Cell Biology.

[54]  J Collinge,et al.  Reversible conversion of monomeric human prion protein between native and fibrilogenic conformations. , 1999, Science.

[55]  R. Wickner,et al.  Prion domain initiation of amyloid formation in vitro from native Ure2p. , 1999, Science.

[56]  C M Dobson,et al.  Designing conditions for in vitro formation of amyloid protofilaments and fibrils. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[57]  V S Pande,et al.  Folding pathway of a lattice model for proteins. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[58]  X-RAY STRUCTURE OF THE FIMC-FIMH CHAPERONE ADHESIN COMPLEX FROM UROPATHOGENIC E.COLI , 1999 .

[59]  Russell Schwartz,et al.  Lattice Simulations of Aggregation Funnels for Protein Folding , 1999, J. Comput. Biol..

[60]  R. Glockshuber,et al.  Influence of amino acid substitutions related to inherited human prion diseases on the thermodynamic stability of the cellular prion protein. , 1999, Biochemistry.

[61]  Elena Orlova,et al.  Cryo‐electron microscopy structure of an SH3 amyloid fibril and model of the molecular packing , 1999, The EMBO journal.

[62]  M Karplus,et al.  Is protein unfolding the reverse of protein folding? A lattice simulation analysis. , 1999, Journal of molecular biology.

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

[64]  Philip H. Ramsey Nonparametric Statistical Methods , 1974, Technometrics.

[65]  A. Maritan,et al.  Compactness, aggregation, and prionlike behavior of protein: A lattice model study , 2000 .